(2992 events) Time zone: Conference local time zone
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Remarks
Wed Dec 09 07:00 PM -- 08:30 PM (AEDT) @ Grand Amphithéâtre None
Opening Remarks
Session
Wed Dec 09 07:00 PM -- 08:30 PM (AEDT) None
Paris Oral Session 1
Tutorial
Wed Dec 09 07:30 PM -- 10:30 PM (AEDT) @ Room 141 None
Generative AI and Stochastic Thermodynamics: A Tale of Free Energies
Break
Wed Dec 09 08:00 PM -- 09:00 PM (AEDT) @ Palais des congrès Hall Passy & Hall Neuilly None
Coffee & Snacks
Session
Wed Dec 09 09:00 PM -- 10:00 PM (AEDT) None
Paris Oral Session 2
Break
Wed Dec 09 10:00 PM -- 11:30 PM (AEDT) @ Palais des congrès Hall Passy & Hall Neuilly None
Buffet Lunch
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The risk of KV cache compression
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
How deep is your network? Deep vs. shallow learning of transfer operators
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Logical Distillation of Transformer Encoders
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
STABLE: A Continual Learning Optimizer with Adaptive Drift Control
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Understanding the Interplay between Memorization and Learning in Large Language Models
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Inferotemporal Cortex Collaborates Before It Codes: Non-Serial Inter-Area Synergy in the Macaque Ventral Stream
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Selling Information While Being an Interested Party
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Dual-Pronged LoRA: Achieving Near-Zero Forgetting and High-Performance Adaptation for MLLMs
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning Acceptable Lotteries via Queries: Minimizing Aggregated Violation Distances
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Distribution Free Fourier Sparsity Testing
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Hierarchical Agglomerative Clustering via Relaxed Representatives
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Parameterized Complexity of Stationarity Testing for Piecewise-Affine Functions and Shallow CNN Losses
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Prior as Geometry, Not Generator: Weak-Diffusion Test-Time Reconstruction for Dynamic MRI
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Emergence of Distortions in High-Dimensional Guided Diffusion Models
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Grid Efficient Transport Optimization Model for the Wasserstein Barycenter Problem
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From sequences to schemas: low-rank recurrent dynamics underlie abstract relational representations
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
GT-Free OCR Metrics: A Reference-Free Evaluation Framework for Document OCR Systems
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
HARC: Coupling Harmfulness and Refusal Capabilities for Robust Safety Alignment
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Certified Single-Level Reformulation for Tri-Level Cyber-Physical Grid Security
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
OrthoReg: Orthogonal Regularization for Hybrid Symbolic-Neural Dynamical Systems
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
DINOv3
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MatchEx: Model-Level GNN Explanations with Multi-Granular Insights
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Active Probabilistic Reasoning in Humans and LLMs
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Same Function, Different Mechanism: Implementation-Local Geometry Beyond Accuracy
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
3D-VITAL: Visibility-aware Identity Training from Artificial Liftings of 3D Reconstruction model for Cross-View Object Re-Identification
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Diffusion fine-tuning with Rewarded Moment Matching Distillation
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From Approximation to Computation: Universal Power of Deep Narrow Networks at Constant Width
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
GAUGECAST++: A Physics-Informed Latent Forecasting System for Localized Flood Prediction
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ThousandWorlds: A benchmark for emulating the climates of potentially habitable exoplanets
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Martine: Benchmarking Multi-View 3D Surface Reconstruction Across Viewpoint Coverage, Resolution, and Lighting
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
GISA: A Benchmark for General Information-Seeking Assistant
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ASO Atlas 2.0: Evaluating antisense oligonucleotide prediction across the preclinical pipeline
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
BIAS-ID: A Framework for Analyzing Transformation Biases in AI-Generated Image Detectors
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Plug-and-Play ADMM for Inverse Problems with Flow Matching Denoiser
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Approximate Bayesian inference with exchangeable distributions for neurosymbolic AI
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SD-Search: Hindsight Self-Distillation for Search-Augmented Reasoning
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ContextShift: A Controlled Benchmark for Context Dependence in Object Detection
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Evaluating Multimodal Narrative Understanding of Popular Hollywood Films
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Improved Regret bounds in Tabular Reinforcement Learning under Local Differential Privacy
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Jaguar: Fast Private CNN Inference with Power-of-Two Homomorphic Arithmetic
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Aligning Language Model Benchmarks with Pairwise Preferences
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
JAXtari: High-Throughput and Easy-to-Modify Arcade Learning Environment
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
World Models as Group Actions
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
FunctionEvolve: Structure-Guided Symbolic Regression with LLMs
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Stochastic Matching Bandits with Rare Optimization Updates
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Position: Anthropomorphic Language in AI Discourse Can Be Constructive
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Position: Lottery Tickets Do Not Explain Overparameterization. How About Escape Dimensions?
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Position: The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Escaping the Curse of Dimensionality in One‑Step Flow-Based Generative Models
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Multimodal Foundation Agents Should Use Brain Data as Privileged Supervision
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AgentCBO: Causal Belief Routing for Bayesian Optimization under Unknown Graphs
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
RayTun3R: Online Camera Adaptation in 3D Foundation Models
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
HPE: Hallucinated Positive Entanglement for Backdoor Attacks in Federated Self-Supervised Learning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From Experts to Sub-experts: Fine-grained Parameter-Efficient Fine-Tuning for MoE LLMs
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Hierarchical World Model for Driving
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ViewSAM: Learning View-aware Semantics for Weakly Supervised Cross-view Referring Multi-Object Tracking
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Benchmarking sequence-to-ensemble predictors on UNICORNEdb, a UniProt-grouped database of PDB-derived conformational ensembles
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Patching Up Circuit Learning on Images
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Convergence Guarantees for Federated SARSA with Local Training and Heterogeneous Agents
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
FrED: External Data Influence Estimation via Domain Knowledge Graph Grounding
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Optimal scaling laws in learning hierarchical multi-index models
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Spiking neural network initialization for scale-invariant maximization of entropy
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Disentangling the Good From the Bad: Quantization-Induced Flips Are Not Random
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Efficiently Aligning Draft Models via Parameter- and Data-Efficient Adaptation
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Competing Event Models: Next Event Prediction Under Interventions
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
CLoSeR: Closing the Loop for Long-Context Streaming Reconstruction
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Aligned LoRA Updates via Intrinsic Geometry for Federated Low-Rank Adaptation
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ESS-Flow: training-free guidance as Bayesian inference in source space
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Scalable Distributed Stochastic Optimization via Bidirectional Compression: Beyond Pessimistic Limits
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Observable Neural ODEs for Identifiable Causal Forecasting in Continuous Time
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Slides]
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MSR-3D: Multi-Mode Semantic Representation for Open-Vocabulary 3D Scene Understanding
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Algorithm Is Not the Behavior: Learned Priors Override Look-Ahead in a Chess-Playing Neural Network
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A method to automatically discover symbolic local learning rules
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
GNNs Meet Sequence Models Along the Shortest-Path: an Expressive Method for Link Prediction
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning to Complete Extremal Mathematical Structures
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Discrete Diffusion Models Exploit Asymmetry to Solve Lookahead Planning Tasks
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Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Active Learning for Gaussian Process Regression Under Self-Induced Boltzmann Weights
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Clustered Randomized Smoothing for Stochastic Prediction Functions
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Noisy isomorphism: Robust expressivity of GNNs under structural perturbation
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Sign Code: The Hidden Binary Nature of Deep Networks
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Bayesian Learning Rule Beyond KL Geometry
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Topological Periodicity Test (TopPT) via Confidence Bound of Time-Delay Embeddings
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
PASSAGE: A Real-Terrain Benchmark for Trustworthy Constrained Path Planning
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Beyond the Half Approximation: Fair and Efficient Online Class Matching
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning Lotteries with Minimal Violations from Membership Queries
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Provable Speedups From Dynamic Population Sizes in Evolutionary Algorithms for Multiobjective Optimization
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A General Concept-based Decomposition for Vision–Language Embeddings
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Mapping Uncharted Symmetries: Machine Discovery in Combinatorics
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
OpenSearcher: Democratizing Deep Search through a Fully Offline Pipeline with Programmatic Verification
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Causal pieces: analysing and improving spiking neural networks piece by piece
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Beyond Modality Fusion: Deep Ensembles for Multimodal Classification
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Maximin Robust Bayesian Experimental Design
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
RESCAST-100K: A Comprehensive Dataset for Cross-Domain Residential Load and Indoor Temperature Forecasting
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
What Can Labels Alone Audit and Edit in Frozen Representations?
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Correct but Unselectable: The Hidden Interface Tax in Multi-Candidate Reasoning
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MAPS: Margin-Aware Priors and Verifier-Guided Search for Embodied Planning
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Black-Box Followers, White-Box Leaders: Partial Zeroth-Order Methods for MPECs
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Thinking with Visual Primitives
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Frank-Wolfe Beyond 1/t Convergence
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
PLLS-CP: Unsupervised Hallucination Detection with Layer Selection and Cross-Domain Conformal Guarantees
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Bug or Feature$^2$: Weight Drift, Activation Sparsity, and Spikes
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Slides]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning Domain Trajectories with Flow Matching for Gradual Domain Adaptation
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
One World, Dual Timeline: Decoupled Spatio-Temporal Gaussian Scene Graph for 4D Cooperative Driving Reconstruction
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
KnowEvo: Knowledge Evolution for Protein Optimization
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Multiple Descent of Generalization Curve for Optimally Regularized Ridge Regression
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Towards Understanding and Measuring Cognitive Atrophy in LLM Behaviour
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Adaptive Scheduling Pipeline For Multi-Instance Asynchronous Reinforcement Learning
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Can an LLM Reason Like a Lawyer? Benchmarking the ability of LLMs to map the facts of a case to the elements of the applicable legal rule
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Integral Probability Boundaries
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Effective Context in Transformers: An Analysis of Fragmentation and Tokenization
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Self-Distillation of Hidden Layers for Masked Self-Supervised Representation Learning
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Similarity-Constrained Reweighting for Complex Query Answering on Knowledge Graphs
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Module-Aware Optimization for Graph Neural Networks
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
FineRMoE: Dimension Expansion for Finer-Grained Expert with an Upcycling Approach
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Token-to-Token Alignment of Text Embeddings for Semantic Blending
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Scaling Full Conformal Image Classifiers
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Evaluating and Understanding Scheming Propensity in LLM Agents
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Window for Preventive Action Before AI Saturates Most Cognitive Benchmarks is Closing
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AmaraSpatial-10K: A Spatially and Semantically Aligned 3D Dataset for Spatial Computing and Embodied AI
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Amortized Linear-time Exact Shapley Value for Product-Kernel Methods
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Secure Seed-Based Multi-bit Watermarking for Diffusion Models from First Principles
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Auditing AI peer reviewers: a dose-response and false-positive benchmark on real scientific papers
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Bellman Contraction under MMD: A Unified Framework
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Unified Framework for Uniform-Price Resource Allocation Mechanisms
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Subcritical Signal Propagation at Initialization in Normalization-Free Transformers
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Tight Generalization Bounds for Noiseless Inverse Optimization
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Boosting Brain-to-Image Decoding with TRIBE v2 Data Augmentation
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
MemReg: Streaming Outdoor LiDAR Point Cloud Registration with Hybrid Memory Buffers
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Adaptive Realizable Regression from Two Online Learners
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Gradient Span Algorithms Make Predictable Progress in High Dimension
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
TempoPFN: Synthetic Pre-training of Linear RNNs for Zero-shot Time Series Forecasting
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Wavelet Flow Matching for Multi-Scale Physics Emulation
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Optimal Experiments for Partial Causal Effect Identification
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Poster]
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OpenReview]
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Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Generating Financial Time Series by Matching Random Convolutional Features
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
On Differentially Private Mechanisms for Linear Regression
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Spectral Alignment in Forward–Backward Representations via Temporal Abstraction
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SafePro: Generation of Safe and Functional Proteins via Cross-Task Conflict-Aware Alignment
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Spatially Feasible 3D Indoor Scene Generation via Interaction-Oriented Human Proxy
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OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Linear-time rule mining under formal guarantees
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
HumanStereo: A Benchmark for Metric Facial Depth Estimation and Its Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Trustworthy Retrosynthesis: Eliminating Hallucinations with a Diverse Ensemble of Reaction Scorers
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Heterogeneity-aware Distillation for Federated Continual Learning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Neural Networks With Dense Weights Are Not Universal Approximators
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Test-Time Conditioning with Representation-Aligned Visual Features
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SMOG: Scalable Meta-Learning for Multi-Objective Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Property-Guided LLM Program Synthesis for Planning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ToMAToMP: Robust and Multi-Parameter Topological Clustering
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
What Drives Compositional Generalization? The Importance of Continuous Training Objectives in Visual Generative Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Theory of Online Learning with Autoregressive Chain-of-Thought Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
From Isolated feature to Orbits:\\Discovering Music Concepts via Multi-SAE Alignment
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
EM-NeSy: Expectation Maximization for Neurosymbolic Learning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
The Geometric Inductive Bias of Grokking: Bypassing Phase Transitions via Architectural Topology
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Latent Motion Alignment for Video Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Multilevel and Sequential Monte Carlo for Training-Free Diffusion Guidance
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
When Should LLMs Be Less Specific? Selective Abstraction for Reliable Long-Form Text Generation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Meta-memorization and memorization scaling laws in transformers
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Inverse Linear Bandits via Linear Programs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Grokking or Glitching? How Low-Precision Drives Slingshot Loss Spikes
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Replay-buffer engineering for noise-robust quantum circuit optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Exploration as Constrained Policy-Space Optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Causal Evaluation of Membership Inference Attacks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Boundary-Induced Forgetting in Large Language Model Tool Chains: Measuring Field-Routing Failures
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
idSCD: Identifying Training Datasets through Semantic Correlation Descriptors
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Federated Dataset Simulation: Inducing Label-Free Heterogeneity Across Tasks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Taking Low-Rank LLM Compression a Step Further: A Global Perspective with Fused Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Enhancing Tabular Learners with Context-Aware Semantic Embeddings
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Proteus: Incremental Memory Activation for Long-Context Sequence Modeling
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Unlearning That Lasts: Utility-Preserving, Robust, and Almost Irreversible Forgetting in LLMs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SP$^3$: Spherical Priors for Plug-and-Play Restoration
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Crowded in B-Space: Calibrating Shared Directions for LoRA Merging
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AuGhostmentation: The Eyes Never Stand Still—$\textit{Why Should CNNs?}$
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Domination-Avoiding Learning Agents Cannot Collude
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Group-Aware Matrix Estimation and Latent Subspace Recovery
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Learning to Decide with AI Assistance under Human-Alignment
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Achieve Latency-Efficient Temporal-Coding Spiking LLMs via Discretization-Aware Conversion
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
World Models as Adversaries: Multi-Agent Self-Play Fine-Tuning for Robust Motion Planning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
HalluciText: Mitigating Text Hallucinations in Diffusion-Based Image Restoration
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
A Reproducible Evaluation Protocol for Quantum Non-Linearity in Variational Quantum Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
haphazard: A unified library and benchmark for online learning under varying feature availability
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
High-dimensional Limit of SGD for Diagonal Linear Networks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
RASS: Risk-Audited Budget Selection for Compact NeRF Benchmark Subsets
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Fast Wasserstein rates for estimating probability distributions of probabilistic graphical models
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Scaling Genomic Language Modeling with Unified Corpus and Evaluation in Bacteria
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Stochastic Matching via Local Sparsification
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Space-Aware World Models: Spatial Persistence Through Factored Scene Representations
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
On Generation in Metric Spaces
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Pseudo-Labeling for Unsupervised Domain Adaptation with Kernel GLMs
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Rare Events, Real Signals: Functional Ensembles as Units of Computation in Deep Spiking Networks
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Quantile Benchmarking Heterogeneous Web Corpora in Open LLM Pretraining
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Understanding Multi-View Transformers
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Auditing Attention Head Masking for Out-of-Distribution Detection: Cross-Architecture Wins, Failures, and Polarity Inversions
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Dyna-Style Safety Augmented Reinforcement Learning: Staying Safe in the Face of Uncertainty
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
SetAD: Semi-Supervised Anomaly Learning in Contextual Sets
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
ForesightFlow: Self-Guided Flow Matching for Improving Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Nonparametric Distribution Matching for Self-Supervised Whole-Slide Image Condensation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Intent Factored Generation: Unleashing the Diversity in Your Language Model
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
TrialAgentBench: Evaluating AI Agents for Clinical-Trial Analysis and Long-Horizon Drug-Development Decisions
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Characterizing the Edge of Stability in Variational Training Without Priors
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Externalized CPDAG Summaries Improve LLM Causal Deduction
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
When Graph Anomalies Learn to Hide: Test-Time Cloaking in Graph-Level Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Penalize to Verify: A Multi-Domain Benchmark for Trustworthy LLM Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
OPERA: An Agent for Image Restoration with End-to-End Joint Planning–Execution Optimization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Diff-CA: Separating Common and Salient Factors with Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
KDASO: Knowledge-Data Dual-Driven Automated Skill Optimization for Liability Adjudication Task
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Does Weight Decay Enhance Training Stability?
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Automatic Textbook Formalization
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Frequency Domain Reservoir Computing
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Automatic Constraint Policy Optimization based on Continuous Constraint Interpolation Framework for Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Dynamic Video Generation: Shaping Video Generation Across Time and Space
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
$\delta$-Mem: : Efficient Online Memory For Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
xWhy: Causal Learning from Explanations
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Tabular Foundation Model for Generative Modelling
[
OpenReview]
Poster
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Causal Gradient Steering: Exposing Shortcut Gradients by Destroying Causal Signal
[
OpenReview]
Session
Wed Dec 09 10:30 PM -- 12:30 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 1
Affinity Event
Wed Dec 09 11:00 PM -- 03:00 AM (AEDT) @ Room 153 (341 theatre) None
GlobalSouthAI
Paris Invited Talk
Thu Dec 10 12:30 AM -- 01:30 AM (AEDT) @ Grand Amphithéâtre None
Why informative explanations only exist for simple functions and what this means for the European AI Act
Affinity Event
Thu Dec 10 01:00 AM -- 08:00 AM (AEDT) @ C205 None
WiML
Affinity Event
Thu Dec 10 01:00 AM -- 08:00 AM (AEDT) @ C210 None
LatinX in AI
Affinity Event
Thu Dec 10 01:00 AM -- 07:00 AM (AEDT) @ C206 None
Africa in AI
Atlanta Invited Talk
Thu Dec 10 01:00 AM -- 02:00 AM (AEDT) @ Hall C3 None
Physical AI: Technology, Trust, and How Not to Lose Your Cool
Break
Thu Dec 10 01:30 AM -- 02:30 AM (AEDT) @ Palais des congrès Hall Passy & Hall Neuilly None
Coffee & Snacks
Session
Thu Dec 10 01:30 AM -- 03:30 AM (AEDT) None
Paris Oral Session 3
Break
Thu Dec 10 02:00 AM -- 02:30 AM (AEDT) None
Coffee & Snacks
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AgentKVShift: Efficient KV Cache Reuse for Agentic Memory Systems
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Divergence of Differential Temporal Difference Learning without Local Clocks
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CONSTRAINER: Promptable Graph-Structured Optimization via Constraint Conditioning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Fractional-Order Dynamics from a Single Trajectory
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Large-Scale Multi-Source Dataset Linking Hacker Community Discourse to the CVE Vulnerability Lifecycle
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
gHAWK: Structural Encoding for Scalable Training of Graph Neural Networks on Knowledge Graphs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Calibeating Prediction-Powered Inference
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
HYVE: Hybrid Views for LLM Context Engineering over Machine Data
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Scaling Reward Modeling without Human Supervision
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Statistical Matching via Schr\"odinger Bridge beyond Conditional Independence
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
How Accurately Can a Gaussian Approximate Stochastic Approximation Iterates?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FLAME: Adaptive Mixture-of-Experts for Continual Multimodal Multi-Task Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethinking Psychometric Evaluation of LLMs: When and Why Self-Reports Predict Behavior
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Maximum Likelihood: Variational Inequality Estimation for Generalized Linear Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ClusQuant: Mitigating Outliers with Clustering-Based Representations for Low-Precision LRMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
BigCell: Generating Gigapixel Whole-Slide Images
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
To discretize continually: Mean shift interacting particle systems for Bayesian inference
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Weighted Conformal Clustering
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
$f$-GRPO & Beyond: Divergence-Based Reinforcement Learning Algorithms for General LLM Alignment
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Mitigating Data Heterogeneity Effect in Client-Reshuffling-Based Federated Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Local Neighborhoods: Fractional Diffusion with Levy Flights on Simplicial Complexes for Link Prediction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Towards Direct Latent-Space Synthesis for Parallel Branches in LLM-Agent Workflows
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LLM Judge Validation Under Sparse Overlap: From Inference to Design
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Information-Geometric Forward Policy Training in GFlowNets
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SWE-Protégé: Learning to Selectively Collaborate With an Expert Unlocks Small Language Models as Software Engineering Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CD-RCM: Generalizable Continuous-Depth Novel View Synthesis for Reflectance Confocal Microscopy
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PAC Learning with Bandit Feedback: Sharp Sample Complexity in the Realizable Setting
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
BACE: Behavior-Adaptive Connectivity Estimation from Multi-Region Neural Recordings
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Quantum Safe Stochastic Linear Bandits
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
$\epsilon$-Good Action Identification in Fixed-Budget Monte Carlo Tree Search
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AdaST: Adaptive Coupling for Spatial-Temporal Forecasting
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
No One Knows the State-of-the-Art in Geospatial Foundation Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
What Makes a Good Path? Factoring Manifold Support and Path Geometry
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MaxIM: Maximally Informative Incremental Summarization via Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ACQueReLlo: Alignment-Aware Constrained Quantization via Reinforcement Learning for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Enabling Preference-driven Unlearning in Few-step Distilled Text-to-Image Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Finding Interpretable Prompt-Specific Circuits in Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Hybrid-LoRA: Bridging Full Fine-Tuning and Low-Rank Adaptation for Post-Training
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Think-with-Image Meets Safety: What Determines Multimodal Jailbreak Robustness?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PAIR-CI: Calibrated Conditional Independence Testing for Causal Discovery with Incomplete Data
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Early Signals, Strong Decisions: Prefix-Guided Sampling for Parallel Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Orthogonal Multi-Index Models Beyond Small Initialization: Incremental Learning, Competitive Dynamics and Symmetry
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Express Language Modeling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LatentRouter: Can We Choose the Right Multimodal Model Before Seeing Its Answer?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Safe Score Matching: Diffusion Policies with Hamilton-Jacobi Reachability for Online Safe Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Curvature Beyond Positivity: Greedy Guarantees for Arbitrary Submodular Functions
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Refined Sample-Complexity Analysis of Robust Policy Optimization under Decaying Actor Stepsizes
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Amortized Vine Copulas for High-Dimensional Density and Information Estimation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Urgency-Aware Autoregressive VLMs for Unanticipated Healthcare Occurrences
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Why Muon Outperforms Adam: A Curvature Perspective
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Concorde: Geometry-Aware Link Prediction via Decoupled Energy Minimization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Improved techniques for fine-tuning flow models via adjoint matching: a deterministic control pipeline
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learnable Chernoff Baselines for Provable Inference-Time Alignment
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Sublinear Time Quantum Sensitivity Sampling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Causal Concept Explanations for Deep Neural Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LASER: Latent Space Adjoint Matching for Support Constrained Entropy Regularized Offline RL
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Preferential dynamic modeling with forward-backward smoothing
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Your Embedding Model Is SMARTer Than You Think
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
GeoTransolver: Learning Physics on Irregular Domains using Multi-scale Geometry Aware Physics Attention Transformer
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Physics Unrolled Neural Operator for Wireless Field Modeling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PLATO: Pointer Learner for Agent and Task Openness
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
EVALUATION CARDS: An Interpretive Layer for AI Evaluation Reporting
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Tight Hierarchy For Chain of Thought
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Adaptive Inference for Functionals of M-Estimands
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Finite-Sample and Communication-Efficient Networked Information Aggregation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ELPAC: Endpoint-Anchored Latent Progression with Stage-Varying Multimodal Coordination
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Two Speeds of Learning: A Representation-Readout Decomposition of Grokking and Double Descent
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VIGOR: Benchmarking Visual Rationale Correctness in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FASD: Hardware Acceleration for Multi-AI-Agent Discussion
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Mini Amusement Parks (MAPs): A Testbed for Modelling Business Decisions
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Test-Time Defense Against Adversarial Attacks via Stochastic Resonance of Latent Ensembles
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Optimal Sample Complexity of Offline Multi-Armed Bandits with KL Regularization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Score: A Dataset for Joint Action and Score Predictions in 2v2 Sports
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Amplitude Decoupling in Gaussian Process Training: Exact Decomposition, Pole Cancellation, and Evaluation-Efficient Optimization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Inference-Time Search Using Side Information for Diffusion-Based Image Reconstruction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Ensembits: an alphabet of protein conformational ensembles
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Accelerated last-iterate convergence of Extragradient via power-law stepsizes
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Information Templates: A New Paradigm for Intelligent Active Feature Acquisition
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DiPMInd: Distance profile based mutual independence testing for random objects
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Move on Muon : A Hamiltonian probability gradient flow perspective of Muon optimizer
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Data-Constrained Language Model Pretraining: Improved Regularization and Scaling Laws
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stealthy World Model Manipulation via Data Poisoning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning to Cut: Reinforcement Learning for Benders Decomposition
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
IncAgg: Efficient Memory-Enhanced Graph Learning via Incremental Aggregation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stable GFlowNets with Probabilistic Guarantees
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
What Should a Streaming Video Model Remember?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Ordinal Geometry Complements Reconstruction: Diagnosing Planning with Compressed Value Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MonoPhysics: Estimating Geometry, Appearance, and Physical Parameters from Monocular Videos
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ASSET: Acquisition-Sensitive Subspace Estimation for Test-Time Adaptation of Medical VLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Synthetic Web: Benchmarking Language Agents under Adversarial Search Ranking
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SAPO: Step-Level Skill-Augmented Policy Optimization for Multi-Turn LLM Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Latent Generative Solvers for Generalizable Long-Term Physics Simulation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
First-Order Regret for Online Convex Optimization with Memory and Online Nonstochastic Control
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PORTool: Importance-Aware Policy Optimization with Rewarded Tree for Multi-Tool-Integrated Reasoning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SlackBench: Benchmarking Agents on Collaborative Projects Grounded in Real Code Repositories
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Unit-Circle Eigenvalues: Invariant Bases for Stable State Space Dynamics
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FedRSPO+: A Heterogeneity-aware Algorithm for Decision-focused Federated Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Domains: Reusing Web Skills via Transferable Interaction Patterns
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Spike-to-Field Mechanisms of Turbulence-Like Dynamics in Spatial Spiking Neural Networks
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
How New Strategies Emerge in RL Post-Training: A Controlled Study
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Soteria: Formally Verified Planning with Runtime Enforcement for Safe LLM Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
nnTrace: Detecting and Localizing Silent Bugs in Distributed Training
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
More Is Not More: What Matters for Diversity in LLM Opinions?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FLARE: Diffusion for Hybrid Language Model
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SeeSE3: The Emergence of 3D Space in Vision Features
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Optimal In-Context Learning of Autoregressive Processes under Heterogeneous Second-Order Moments of the Prompts
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning What Evaluators Value: A Reliable Approach to Modeling Evaluator Preferences
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Lattice Deduction Transformers
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Align and Distill: Unifying and Improving Domain Adaptive Object Detection
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Provably Efficient Representation Learning for Low-Rank CMDPs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LESSViT: Robust Hyperspectral Representation Learning under Spectral Configuration Shift
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stein Kernelized Molecular Dynamics for Active Learning of Interatomic Potentials
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Label-Free Consistency Correction for Weak-to-Strong Generalization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Chain-of-Route: State-Aware LLM Routing for Multi-Turn Conversations
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Tune-Up Open-Weight CLIP: Optimization Framework for Self-Supervised Fine-tuning of CLIP
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Variational Trajectory Optimization of Anisotropic Diffusion Schedules
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Bayes-Sufficient Compression Is Not Enough: How Communication Helps in Multi-Agent Systems?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Toward Cognitive Supersensing in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Instance-Adaptive Online Multicalibration
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Cognitive constraints and thalamocortical architecture explain systematic biases and neural signatures in human hierarchical decision-making
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On Computing Diverse Solutions in the Earth Movers Distance
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Split and Bridge: Multimodal Generation via Diffusion Bridging
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Simulation-Informed Diffusion for Decentralized Multi-robot Motion Planning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Not All Spines Are Created Equal: How CT Segmenters Fail on Lumbosacral Transitional Vertebrae
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Does Knowing the State Help? Diagnosing Process vs. Outcome Reward Design
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
On the Provable Emergence of Hierarchical Concept Structure in CLIP Embeddings
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Differentiable Range-Partition Entropy for Entropy-Sensitive Geometric Algorithms
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Preference Conditioned Multi-Objective Reinforcement Learning: Decomposed, Diversity-Driven Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Scalable Variational Bayesian Fine-Tuning of LLMs via Orthogonalized Low-Rank Adapters
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Penalty-Based First-Order Methods for Bilevel Optimization with Minimax and Constrained Lower-Level Problems
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TherapyGym: Evaluating and Aligning Clinical Fidelity and Safety in Therapy Chatbots
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Theory Guided and Interpretable Neural Operator Design for Partial Differential Equation Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Provable Neural Network Observer for Uncertain Dynamical Systems
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Cross-Cell-Line Perturbation Prediction Needs Controls
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VeriWorld: A Verifiable Visual SWE-Bench for Spatial Reasoning in 3D Environments
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Mission Impossible: Diagnosing and Fixing Non-Operative Instruction Following in Image Editing
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PosteriorBench: From Point Estimates to Posterior Matching in Evaluating Generative Inverse Solvers
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MITO: A Millimeter-Wave Dataset and Simulator for Non-Line-of-Sight Perception
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Transfer Entropy as a Measure of Information Flow in VLMs and LLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
C3VD-DEFCOL: A Deformable Colonoscopy Dataset with Time-Resolved 3D Ground Truth and Realistic Appearance
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
MSConsensus: A Hundred-Million-Scale, Batch-Effect–Suppressed Dataset and Benchmark for Proteomics Machine Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Benchmarking Multi-Modal Graph-based Social Media Popularity Prediction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DD-Ranking: Rethinking the Evaluation of Dataset Distillation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Causal Survival Forests with Negative Controls
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Order-Optimal Sample Complexity for Distribution Learning via Flow Matching
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
3DCodeBench: Benchmarking Agentic Procedural 3D Modeling Via Code
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
HPC-Bench: A Comprehensive Benchmark for High Performance Computing Codes
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Self-Compacting Language Model Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TransmissiveGS: Residual-Guided Disentangled Gaussian Splatting for Transmissive Scene Reconstruction and Rendering
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
BioBlobs: Unsupervised Discovery of Functional Substructures for Protein Function Prediction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LARK: Learnability-Grounded Trajectory Selection for Efficient Reasoning Distillation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Transformer-Derived Iterative Preconditioner
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Asymmetric Factorization for Low-Rank PSD Learning: When Is the Relaxation Exact ?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
KV-PRM: Efficient Process Reward Modeling via KV-Cache Transfer for Multi-Agent Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Contrastive Representation Shaping for LLM Unlearning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
s2n-bignum-bench: A practical benchmark for evaluating low-level code reasoning of LLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Evaluating Deployable Inference-Time Error Prediction in Vision MoEs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DynaTokens: Teaching Dynamics to Camera-Controlled Video Models at Test Time
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stop Calling It Reinforcement Learning in Language Models Without Clear Improvement Claims: Decision-Process Cards as a Reporting Standard
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Aligning Language Models with Selective Prediction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethink Action Chunking in VLA Through Human Motor Control
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Fine-Tuning Improves Information Conveyance in Language Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Long-Context Language Models Require Extreme Sparsity in Context Dimension
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Counterfactual Rollout Replay: Forkable Environments as Free Process Rewards for Software Engineering Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Do Reasoning LLMs Refuse What They Infer in Long Contexts?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Specialists Hold, Generalists Discount: Asymmetric Equilibrium in LLM Routing Auctions
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Dominant-Layer ZO: A Single Layer Dominates Zeroth-Order Fine-Tuning of LLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Distributions from Multiple Data Providers
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Privacy-Preserving Retrieval-Augmented Generation with Plausible Deniability
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VIPBench: A Human-Aligned Benchmark for Voice Identity Perception in the Age of Voice Cloning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PithTrain: A Compact and Agent-Native MoE Training System
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Evaluating Whether LLMs Can Reliably Connect the DOTs?
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
WebNavigator: Global Web Navigation via Interaction Graph Retrieval
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Faster Rates For Federated Variational Inequalities
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CytoWave: Perturbation-Centric Pretraining for Single-Cell Response Prediction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
NeuralFieldManifold: Reconstruction of LFP manifold with Lag Embedding
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Debiased DPO for Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
UniPro: Unified Multi-Mode Medical Image Segmentation from 2D Images to 3D Volumes via Propagation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Same Signal, Opposite Meaning: Direction-Informed Adaptive Learning for LLM Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-Site Wearables
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A$^2$IQL: Adaptive Asymmetric Implicit Q Learning for Automated Warehouse Consolidation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CC-GS: Low-Memory 3D Gaussian Splatting Training via CPU-GPU Block-Wise Context Compositing
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Method-Class Divide in Sub-4-Bit Quantization:\\Iterative vs.\ Single-Pass Sensitivity to Data Composition
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Riemannian Bilevel Optimization under the Polyak–Łojasiewicz Condition
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Robust and Hard-to-Remove GNN Watermarking via Topological Invariant Perception
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TGPO: Temporal Grounded Policy Optimization for Signal Temporal Logic Tasks
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Primal-Dual Flow Matching for Sample-Wise Constrained Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TextRegion: Text-Aligned Region Tokens from Frozen Image-Text Models
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Exploring Advertising Manipulation in Diffusion Image Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Linear Activation Steering: Invertible Latent Transformations for Controlling LLM Behavior
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AtlasVid: Efficient Ultra-High-Resolution Long Video Generation via Decoupled Global-Local Modeling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Structured Masked Diffusion for Joint Multiuser Decoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Perceive-then-Plan: Layout-as-Policy for Monocular 3D Scene Layout Estimation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Contrastive Pretraining Scales Agentic Exploration
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
UDT: Reconciling U-Nets and Diffusion Transformers with Data-Adaptive Token Reduction
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Inference for Many Quantiles under Local Differential Privacy
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Robust Hopfield Decision Transformer
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Approximation Guarantees for Robust Aggregation in Federated Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond LLM-Based Reasoning: Lightweight GNNs for Agent Failure Attribution
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DarkVGGT: Seeing Through Darkness Using Thermal Geometry without Daylight Tax
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Crafting Reversible SFT Behaviors in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Safeguarding LLMs via Model-Agnostic Latent Safety Signals from Dark Knowledge
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
CM2: Reinforcement Learning with Checklist Rewards for Multi-Turn and Multi-Step Agentic Tool Use
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Self-Trained Verification for Training- and Test-Time Self-Improvement
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Fully Distributed Tâtonnement for Chores Markets
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Bounding Global and Local Compression Error of Signal Parameterizations
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Scalable Neural Safety Certification via Monotonicity
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Bridge Graphical Models: Coupling, Projection, and Current-Preserving Dynamics for Generative Modeling
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Tokenizer Choice Shapes Generalization in State-Centric Learning for Planning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Global Convergence of Four-Layer Matrix Factorization under Random Initialization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Actionable Information Landscapes for Multimodal Active Sensing in Hawkmoths
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Generative Modeling via Drifting
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A general kernel framework for non-CND distance measures using $|\mathcal{D}|$-dimensional sparse landmark embeddings
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Unified Generative-Predictive Modeling for 4D Scene Understanding
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Iterative Critique-and-Routing Controller for Multi-Agent Systems with Heterogeneous LLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Beyond Truthfulness: Evaluating Honesty in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Quantifying Centrality for Complex Data
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Rethinking Long-Video Efficiency: A Joint Allocation Perspective on Frames, Pixels, and Front-End Latency
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LIPAR: Latent Inter-Frame Pruning with Attention Recovery
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Coupling Models for One-Step Discrete Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Breakeven complexity: A new perspective on neural partial differential equation solvers
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Talk Less, Work More: Communication-Efficient Decentralized Stochastic Approximation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Harness the Memory: A Holistic Evaluation of Memory Substrates in Memory Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
EgoSurgHands: An Egocentric 3D Hand Pose Dataset & Benchmark for Open-Surgery Training
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
3DSPA: A 3D Semantic Point Autoencoder for Evaluating Video Realism
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Gradient Descent on Two ReLU Neurons: Global Landscape and Bifurcation Dynamics
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Alleviating Hallucination with Training-Free Uncertainty-Guided Steering
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
FLUX: Geometry-Aware Longitudinal Flow Matching with Mixture of Experts
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LongMINT: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
From History to State: Constant-Context Skill Learning for LLM Agents
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Anchoring LLM-based Chest X-ray Report Generation via Diffusion Language Planning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Palette: A Modular, Controllable, and Efficient Framework for On-demand Authorized Safety Alignment Relaxation in LLMs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Structural Rationale Distillation via Reasoning Space Compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SPIRIT: Speed-Driven Online Adaptation for Self-Speculative Decoding
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
From POMDP Theory to Deep RL with Particle Filters
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
From Likelihood Convergence to Parameter Convergence in POMDPs
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
COMPLLLM: Fine-tuning LLMs to Discover Complementary Signals for Decision-making
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Stability-Constrained Regime-Aware Forecasting for Heterogeneous Panel Time Series
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Scores Conflict with Preferences: Calibrated Drift Control for Heterogeneous DPO
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TailGuard: Subgroup Tail Coverage Theory for Safe LLM Alignment
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning Digital Twins under Drift: Optimal Tracking Rates for Non-Stationary Dynamical Systems
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Generalization Measures for Deep Learning Should Be Audited for Fragility
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Certified but Private: Scalable Zero-Knowledge Proofs for the Formal Verification of Neural Networks
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
TraceML: An Empirical Analysis of Human-Agent Planning in Machine Learning Development
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Communication-Theoretic Framework for LLM Agents: Cost-Aware Adaptive Reliability
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
PixelDiT2: Representation-Grounded Pixel Diffusion Transformers
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Teaching LLMs to Recommend and Defer in Underrepresented Epilepsy Care
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Data Auctions for Retrieval Augmented Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Explanations over Graphs: An Agent Architecture for IT Enterprise Diagnostic Tasks
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
When Do Multi-Agent Systems Help? An Information Bottleneck Perspective
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
VOID: Backdoor Injection through Knowledge Vacuity in Federated Unlearning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Transformers Provably Learn Graph Search: Training Dynamics and the Exponential Power of Depth
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
One for All: A Non-Linear Transformer can enable Cross-Domain Generalization for In-Context Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SCOT: Multi-Source Cross-City Transfer with Optimal-Transport Soft-Correspondence Objectives
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
KerONet: A Single Softmax Readout Suffices for Physics-Informed Operator Learning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Signed Rectified Flow: Negativity Controlled Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
L2-Bench: An Evaluation Benchmark for Measuring LLM Capabilities in Second Language Education
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Specialist Mediators: Causal Localization of Dense Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
B-CALM: Bias-Limited Bayesian Borrowing for RCT-Anchored Treatment Effects under Covariate Mismatch
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Z0-Inf: Zeroth Order Approximation for Data Influence
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
AUTOMEM: Automated Learning of Memory as a Cognitive Skill
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Margin Dynamics for Large Language Model Alignment
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
DualKV: Shared-Prompt Flash Attention for Efficient RL Training with Large Rollouts and Long Contexts
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Statistical Theory of Gated Attention through the Lens of Hierarchical Mixture of Experts
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LiFT: Lifted Inter-slice Feature Trajectories for 3D Image Generation from 2D Generators
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Gaeta-Lie Neural SDEs: Symmetry-Regularized Learning of Stochastic Dynamics
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Learning to Correct Geometry in Generated Videos
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Counterfactual Debugging the World Model Transfer Gap
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
GEAR: A GPU-Accelerated Global Solver for Nonlinear Programs via Linear Bound Propagation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
SGD at the Edge of Stability: The Stochastic Sharpness Gap
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Leveraging Soft Prompts for Privacy Attacks in Federated Prompt Tuning
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Inverting Retargeting: Humanoid Datasets Remember Their Operators
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Policy Regret Minimization in Partially Observable Markov Games
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Everything at Every Scale: Scale-Invariant Diffusion with Continuous Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Search-Augmented Masked Diffusion Models for Constrained Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Do More Modalities Always Help? A Geometric Perspective on Missing-Modality Robustness
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Towards Fair Graph Generation Without Sensitive Attribute
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Flow Annealing Posterior Sampling for Function-Space Regression and Inverse Problems
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
EntityBench: Towards Entity-Consistent Long-Range Multi-Shot Video Generation
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
A Set-Sequence Model for Time Series
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
C-GRPO: Conformal Group Relative Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
LowRankArena: A Standardized Evaluation Platform for SVD-Based LLM Compression
[
OpenReview]
Poster
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Efficient Dynamic Algorithms for Graph Neural Networks with Non-Linearity
[
OpenReview]
Session
Thu Dec 10 02:00 AM -- 05:00 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 1
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
TropNNC: Structured Neural Network Compression Using Tropical Geometry
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Unbounded Streaming Text-To-Speech with Prefixed Sliding Window Attention
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Automata from Agent Traces: Failure and Next-Step Prediction
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Neural Slack Variables for Shape Constraints
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
P-EAGLE: Parallel-Drafting EAGLE with Scalable Training
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Multi-Environment POMDPs with Finite-Horizon Objectives
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Diffusion Models Observe Only Gradients: A Geometric Perspective on Score Matching Errors
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Generalization in Neural Networks Through the Lens of Magnitude Potential
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CENDRe: Concept Extraction with Natural Domain Representations
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
GeoBiaset: A Counterfactual Benchmark for Demographic Bias in World-Level Geolocalization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SLAyiNG: A Diverse and Community-validated Dataset of Queer Slang
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
BO-Arena: An Evolving Benchmark for High-Dimensional Bayesian Optimisation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
An Õptimal Differentially Private PAC Learner for Concept Classes with VC Dimension 1
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Grounding Gap: How LLMs Anchor the Meaning of Abstract Concepts Differently from Humans
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Generative Object Detection with Co-Training
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Efficient Matrix Product State Learning in Logarithmic Depth
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Macrocanonical Generator Networks: data-efficient neural surrogates for amortized physics simulation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
VISTA: Support-Anchored Value Targeting for Fast Flow-Based Vision-Language-Action Policies
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Antibody Generation via Redistributed Latent Diffusion
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Playing Markov Games Without Observing Payoffs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
BLANP: Memory-Efficient Backpropagation-Free Local Training via Antithetic Node Perturbation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Euclidean Embedding of Data Using Local Distances
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Focused Forcing: Content-Aware Per-Frame KV Selection for Efficient Autoregressive Video Diffusion
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
A Mahalanobis Margin \texorpdfstring{$\gamma_{\min}$}{gamma\_min} Bound on Task Confusion in Pretrained Class-Incremental Learning: From Infeasibility to Exponential Attenuation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
PurpleAudit: A Co-Evolutionary Auditing Framework for Task Hijacking in Multi-Agent Systems
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ADAPT: Hybrid Prompt Optimization for LLM Feature Visualization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
DACE: Diversity-Driven Adversarial Co-Evolution for Robust LLM Safety Alignment
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Long-Run Distribution of Regularized Learning in Non-Concave Games: A Large Deviations Approach
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Safe Few-Step Generation via Velocity Editing
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Prediction-Powered Active Testing
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SR-GRPO: Stable Rank as an Intrinsic Geometric Reward for Large Language Model Alignment
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
X-Palm: Paired Multispectral-to-Smartphone Dataset for Cross-Domain Palmprint Authentication
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Quantitative Local Convergence of Mean-Field Stein Variational Gradient Flow
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Training Data Attribution in Diffusion Models via Mirrored Unlearning and Noise-Consistent Skew
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
V-GIFT: Boosting Visual Instruction Tuning with Self-Supervised Guidance
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Beyond Kemeny Medians: Consensus Ranking Distributions. Definition, Properties and Statistical Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Statistical Convergence of Spherical First Hitting Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Learning Compositional Latent Structure with Vector Networks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Self-Improvement Imitation with Biologically Guided Search for Protein Design Under Oracle Budgets
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
MemPlan: Memory-Conditioned PDDL Planning for Partially Observable Text Environments
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The BatchNorm Illusion: Diagnosing Normalization Artifacts in Machine Unlearning Evaluation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Constrained Bombieri Point Processes
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformers
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Doomed to Re-Annotate, Forever: The ImageNet Story
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Generalized Adaptive Boosting and the Geometry of Mistakes
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Stabilizing Policy Optimization via Logits Convexity
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Towards Convergence of PPO: An Approximate Descent Approach
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
TerraMesh-Masks: Open‑Vocabulary Segmentation for Earth Observation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
FedTrace: Generated-Content-Based Watermark Verification for Traitor Tracing in Federated Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
A Theoretical Bridge Between Long-Tailed Recognition and Continual Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
RigRecon: Efficient Rig-Aware Street Reconstruction via Dual-Path Spatio-Temporal Interaction
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SciR: A Controllable Benchmark for Scientific Reasoning in LLMs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Constitutional Coverage Trilemma in AI Governance
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Cephalonauts One: A deep fMRI dataset for decoding naturalistic speech in the human brain
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
GeoCurv-TTT: Geometry-Aware Deformation Restoration for 3D Test-Time Training
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
k-th Order Deep Homomorphism Networks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Consistent One-vs-All Losses Robust to Misspecification of the Weak Label Transition Model
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Mildly Overparameterized ReLU Networks on Orthogonal Data: Incremental Learning and Implicit Bias
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Dandelions: A Spherical Flower for Neural Simulation of Planetary Dynamics
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
On Observation Time for Recovering Latent Hawkes Networks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
WaveMamba: Wave-Inspired Cross-Modal Fusion for Robust event-image Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
FIVE-VLA: Fast and EffectIVE Closed-Loop Autonomous Driving with Recurrent Action Memory
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
E²Gen: Evidential Energy-Based Generation for Fair Federated Graph Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
A Unified Perturbation Framework for Analyzing Leaderboard Stability and Manipulation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Joint Adaptive Neighborhood Constraint for Offline Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Training-free Focus-Ambient Retention for Memory-Efficient Video Large Language Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Dynamic Regret in Online Convex Optimization with Indicator Switching Costs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
QGround: Condition-Wise Evidence Aggregation for 3D Grounding with 2D VLMs
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Active Context Selection Improves Simple Regret in Contextual Bandits
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SemanticDLM+: Improving Diffusion LLMs through Bias-variance Trade-off in Transition Kernel Design
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Gradient-Guided Smoothing for LLM Safety Defense
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Resource-Aware Parameter-Efficient Model Adaptation for Onboard High-Dimensional Data
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
AR-Edit: Training-Free Streaming Video Editing without Inversion
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Optimal In-context Adaptivity and Distributional Robustness of Transformers
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Replicable Constrained Bandits
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Focus, Align, and Diffuse: Time-Series-Aware Keyframe Diffusion for Cardiac Dynamic Synthesis from Sparse Observations
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Toward Optimal Regret in Robust Pricing: Decoupling Corruption and Time
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Subset-Conditioned Boundary Compensation for Missing-Modality Multimodal Classification
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SP-CACW: Convergence-Aware Client Weighting for Selfish Personalized Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Uncertainty as an Underconstrained Axis in Lossy Compression
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
I Have a Stream: Making Self-Supervised Learning Work on Continuous Video
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
$\pi^2$: A Simple Framework for 2D-to-3D Registration
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Spectral Re-Basin for Linear Mode Connectivity
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
TS-ICL: A Flexible Time-Indexed Foundation Model for Time Series via In-Context Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
When Must AI Training Stage Checkpoints? A Distributional Model of Durability Boundaries at Scale
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Mirror descent actor-critic methods for entropy regularised MDPs in general spaces: stability and convergence
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
SLVMBench: Skill Learning from Video Memory
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Pareto DNN Verification: Fast for Most Queries
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Honeyval: A Comprehensive Evaluation Framework for LLM-powered HTTP Honeypots
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Many Circuits, One Mechanism: Input Variation and Evaluation Granularity in Circuit Discovery
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
From Structural Feedback to Prompt Policies: Learning Faithful Text-to-Image Prompt Editors
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ReefNet: A Large-Scale Dataset and Benchmark for Fine-Grained Coral Reef Recognition
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Evaluating Epistemic Uncertainty: Beyond OOD Detection and Active Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Principia: Relational Physics Tests for Video Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Recovering Clean Evaluation Metrics from Contaminated Benchmarks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
FACBench: A Benchmark for Formal-Anchor Collisions in Multilingual Mathematical Grounding
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Ruler and the Judge: Benchmark-Conditional Evaluation of LLM-as-a-Judge
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
What’s Holding Back Latent Visual Reasoning?
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
RubiConv - Efficient Boundary-Respecting Convolutions
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
A Critical $\beta$-Scale for Posterior Collapse in Dirichlet $\beta$-VAEs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Unrestrained Simplex Denoising for Discrete Data. A Generative Method Applied to Graphs.
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Mouse Total Capture: A multi-view Dataset for 3D Motion and Expression Capture of Freely Moving Mouse
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Contrastive Hypergraph Source-free Domain Adaptive Object Detection in Adverse Weathers
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Simultaneous Gradient Learning in First-Price Auctions
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
IDEAFix: Evaluation Framework for Creative Defixation Prompting in LLMs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CHASM: Cross-frequency Harmonized Axis-Separable Mixing for Spectral Token Operators
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Instantiation of Human Values in Image Generation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ObjView-Bench: Rethinking Difficulty and Deployment for Object-Centric View Planning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Gender Artifacts from Art History to Text-to-Image Generation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Causal Discovery via Transformed Low-Rank Quantile Surfaces
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Explanation of Dynamic Physical Field Predictions using WassersteinGrad: Application to Autoregressive Weather Forecasting
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Balancing Frequencies and Pixels in Flow Matching
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Benchmarking Attention for Tabular Foundation Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Adaptive Robust Estimator for Policy Optimization in Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
AI Behavioral Evaluation Should Be Grounded in Psychophysics Across Marr’s Levels
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Position: AI Efficiency Gains Must Be Quantitatively Evaluated Against Rebound Effects
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Reinforcement Learning for Long-Horizon Unordered Tasks: From Boolean to Coupled Reward Machines
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Robot Demonstration Videos Should Include Transparency Disclosures
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Asymptotic Anytime-Valid Inference for U-statistics
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Calibrated Target Noise Recovers Curvature from the Gradients
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Not All Gap Correction Helps: A Geometric View of External Information in LLM Inference
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
GEM: A Dual-Scale Architecture for Graph-Level Hierarchical Representation Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Privacy by Postprocessing the Discrete Laplace Mechanism
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
LayoutBridge: Anisotropic Brownian Bridges for Public Indoor Floorplan Generation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Controlling for Omitted Variable Bias in Deep Neural Networks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Pathways of Visual Information Flow in Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Intersectional Fairness via Mixed-Integer Optimization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
More Value per Key: Asymmetric Sparse Attention for Faster LLM Decoding
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Position: Fair Representations Cannot Hold What They Promise
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Learning Transferable Representations from Operating System Entities via Provenance Graph Distillation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Geometry-Guided Semantic Reconstruction for 3D Instance Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Lost in the Slots: Revisiting Object-Centric Representations in the era of Foundation Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
IRPO: Boosting Image Restoration via Post-training GRPO
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Mamba Flow Matching Neural Processes: Linear-Time Inference for Irregularly Observed Spatial Fields
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ARC-Encoder: learning compressed text representations for large language models
[
Slides]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Neural Galerkin Normalizing Flows for Bayesian Inference of Diffusions with Inaccessible Boundaries
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Hypergraph Generation via Structured Stochastic Diffusion
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
From Baselines to Transport Geodesics: Axiomatic Attribution via Optimal Generative Flows
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
AMARIS: Merging Generalist and Specialist LLMs via Adaptive Subspace Inheritance
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
OTEdit: Entropic Transport Corrected Trajectory for Inversion-Free Flow-Based Image Editing
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
From Persistence to Survival: Hypothesis Testing, Effect Sizes and Vectorisation for Topological Features
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Unbiased First-Order Randomized Smoothing for Differentiable Simulation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Robust Amortized Simulation-Based Inference via Learned Error Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Binding Multiple Modalities via Multimodal Wasserstein Barycenter
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
From Anti-Forgetting to Fast Adaptation: Continual Reinforcement Learning with World Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Privacy Guarantees in Posterior Sampling under Contamination
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Consistency-Verified Backdoor Defense for Federated Graph Learning via Cross-Layer Drift
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Show Me What You Don’t Know: Efficient Sampling from Invariant Sets for Model Validation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Post-Training Dilemma: Why We Should Rethink the Sequential SFT-RL Paradigm
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Decision-Aware Proximal Bridge Learning for Optimal Treatment Selection
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Control Under the Wrong Model Is Better Than Under the Correct One
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
MEMEVO: A Memory-Evolved Video Agent for Long Video Understanding
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Poison-then-Hide: Finetuning-Activated Backdoor Attack on Pretrained Vision Encoders
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CanViT: Toward Active-Vision Foundation Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
AI-Generated Content Should Be Evaluated by Its Substance, Not Its Source
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ChainSpace: A Chained-Reasoning Paradigm for Spatial Intelligence
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Disentangling generalization and memorization in large language models using chess
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
On the Rademacher Complexity of Graph Neural Networks: Unifying Expressivity and Geometry
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Weighted Sampling for Online Causal Discovery
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Amortized Molecular Optimization via Group Relative Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
𝑓-Differential Privacy Filters: Validity and Approximate Solutions
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Robust Dreamer: Deviation-Aware Latent Gaussian Memory for Action-Controlled AR Video Generation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Privacy Amplification Persists under Unlimited Synthetic Data Release
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
In-Context Black-Box Optimization with Unreliable Feedback
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Independent Learning of Nash Equilibria in Partially Observable Markov Potential Games with Decoupled Dynamics
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CANDO: Cooperative Agentic Network for Layout Design Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Consistent 3D Surface Flow Model with Global State
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
LLM-AutoSciLab: Closed-Loop Scientific Law Discovery via Active Experimentation with LLMs
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
BalCapRL : A Balanced Framework for RL-Based MLLM Image Captioning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Incremental Learning in Transformers for In-Context Associative Recall
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC Control Policies for Sustainability
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
The SEC Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
On the Construction and Implications of Low-Loss Valleys in LoRA-based Bayesian Inference
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
On Length Bias in EEG-to-Text Decoding
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Who Needs Labels? Adapting Vision Foundation Models With the Metadata You Already Have
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
NashDreamer: Model-Based Reinforcement Learning for Zero-Sum Imperfect-Information Games
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Implicit Bias of Mirror Flow in Homogeneous Neural Networks: Sparse and Dense Feature Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
To Align or Not To Align: Check Your COMPASS Before You Train
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Read-Only Zero-Shot Classifier Expansion from Pairwise Semantics
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Optimized Forward-Backward Rematerialization for Memory-Efficient Pipeline Parallel Training
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Membership Inference on Synthetic Single-Cell Genomic Data
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Deep Learning as Neural Low-Degree Filtering: A Spectral Theory of Hierarchical Feature Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
WayPOP: A Panoramic Open-Set Panoptic Tracking Benchmark
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
EEGFaceSem: An EEG Benchmark with Paired Generative Latents for Semantic Visual Modeling
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
MID: Mask-Image Distributional Divergence for Evaluating Medical Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Learning to Undo: Transfer Reinforcement Learning under State Space Transformations
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Complexity Aware Continuous Level of Details for Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Building Transformation Layers for Riemannian Neural Networks
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Mitigating Saliency Collapse: Robust Saliency-Aware Long-Text Image-Text Alignment
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Multi-Bridge Denoising Diffusion Probabilistic Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Expressive Power of Deep Homomorphism Networks over Relational Databases
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Surprise, Episodic Context, and Catastrophic Forgetting in LLM Fine-Tuning: An Empirical Study
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Expected Batch Optimal Transport Plans and Consequences for Flow Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Assessing Per-Sample Membership Inference Vulnerability without Retraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Optimal algorithmic complexity of inference in quantum kernel methods
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
TUBE: Tangent Upper Bound on Evidence for Discrete Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Online Active Testing: Adaptive Importance Sampling for Unbiased Risk Estimation in Data Streams
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Stop the Sampler! Classifier-Based Adaptive Stopping for Sampling Kernels
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
ACER: Towards Generalizable Protein-ligand Co-folding
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CHAIN: Continual Heterogeneous Cooperation with Information Bottleneck for Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Your Self-Supervised Projection Head Captures Object Co-Occurrence Statistics
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
CS-DICE: Offline Reinforcement Learning with Coherent Occupancy Regularization
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Settling the Sample Complexity of Deterministic Agnostic PAC Learning
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Fail-Closed Alignment for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Learning Where to Simulate: Generative Active Sampling for Online PDE Surrogate Training
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
FogGS: Physics-Grounded 3D Foggy Effects
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Belief Engine: Configurable Stance Dynamics for Multi-Agent LLM Deliberation
[
OpenReview]
Poster
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
When Does Trimming Help Conformal Prediction? A Retained-Law Diagnostic under Calibration Contamination
[
OpenReview]
Session
Thu Dec 10 03:00 AM -- 05:00 AM (AEDT) @ Paris Poster Hall None
Paris Poster Session 2
Tutorial
Thu Dec 10 03:00 AM -- 06:00 AM (AEDT) @ C113-114 None
Towards Trustworthy Agentic AI: Interpretability, Safety, and Steering
Tutorial
Thu Dec 10 03:00 AM -- 06:00 AM (AEDT) @ C211-213 None
Neuroevolution of Intelligent Agents
Tutorial
Thu Dec 10 03:00 AM -- 06:00 AM (AEDT) @ C111-112 None
Towards The Science of Multi-Agent Communication
Break
Thu Dec 10 04:30 AM -- 06:30 AM (AEDT) None
Retail Lunch
Reception
Thu Dec 10 05:00 AM -- 06:30 AM (AEDT) @ Palais des congrès Hall Passy & Hall Neuilly None
Opening Cocktail
Affinity Poster Session
Thu Dec 10 05:30 AM -- 08:00 AM (AEDT) @ Hall C1 None
Affinity Joint Poster Session
Session
Thu Dec 10 07:30 AM -- 08:30 AM (AEDT) None
Atlanta Oral Session 1A
Session
Thu Dec 10 07:30 AM -- 08:30 AM (AEDT) None
Atlanta Oral Session 1B
Reproducibility Track
Thu Dec 10 08:00 AM -- 05:00 PM (AEDT) @ Room C3.2 None
MLRC 2026
Break
Thu Dec 10 08:30 AM -- 09:00 AM (AEDT) None
Coffee
Break
Thu Dec 10 08:30 AM -- 09:00 AM (AEDT) None
Coffee & Snacks
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ACED-Bench: Evaluating How LLM Agents Acquire and Act on Causal Evidence
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AME-TS: Anchored Mixture-of-Experts for Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ViT-AdaLA: Adapting Vision Transformers with Linear Attention
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
StomataBench: Measuring Taxonomic Generalization in Stomatal Detection
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CSI-TextBench: A Dataset and Benchmark for Language-Grounded Ambient Sensing Perception
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
I-PTC: Interactive Programmatic Tool Calling for Stateful Tool-Augmented Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AdERA: Adaptive Exponent Reuse for Lossless Allgather in Sharded MoE Training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ForceBody: Force-Paired Parametric Body Motion with Torque Uncertainty
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Recreating Video Arenas via Automated Preference Scoring
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FASTER: Value-Guided Sampling for Fast RL
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Model-Free Assessment of Simulator Fidelity via Quantile Curves
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Effective Multi-sensor Conditioning for Street-view Novel-view Synthesis
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Not Every Rubric Teaches Equally: Policy-Aware Rubric Rewards for RLVR
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Towards Hyperparameter Transfer for Differentially Private Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
From Matrix Inversion to Constraints: Provably Tighter Confidence Regions for Importance Weights in Label Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Task-Centric World Models from Visual Foundations
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Projection Learning: A Principled Way to Overcome Memorization in Distribution Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Primal Generation, Dual Judgment: Self-Training from Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SparDA: Sparse Decoupled Attention for Efficient Long-Context LLM Inference
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Multi-Stage Planning from Single-Stage Data: Reinforcement Learning Helps Composition but Requires Anchoring
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FOCUS: Benchmarking Retinal Model Generalization from Foundation Vision Encoders to Multimodal LLMs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A simple model of co-emergence of grid and place fields
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Structure-agnostic Causal Representation Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CoTrek: Toward Scalable On-Policy Distillation for Long Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Biological Hierarchies in Single-Cell Foundation Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Analytical Correction for Subsampling Bias in Drifting Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RustMizan: A Compilable, Contamination-Aware Benchmarking Framework for Rust Vulnerabilities
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OpenBrain: An Auditable Generated-Label Release for Whole-Brain MRI Parcellation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Sharpness of Minima in Deep Matrix Factorization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Stop Using Plausibility as the Criterion for Explainable AI
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Adaptive Mass-Segmented KV Compression for Long-Context Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DivMoE: Fine-Grained MoE Upcycling via Cross-Domain Expert Composition
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Linguistic Trajectory Encoding for Efficient Long-Horizon Spatial Memory in Embodied Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Geometrically Disentangling Concept Learning from the Language Modeling Loss
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ROCKET: Residual-Oriented Multi-Layer Alignment for Spatially-Aware Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Convex Compositional Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
UniReFP: Robust Unified Fingerprinting for Vision Models against Cross-Task Repurposing Attacks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Inline Critic Steers Image Editing
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Controllable Road Marking Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Function graph transformers universally approximate operators between function spaces
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
pCoMole: Pareto-Constrained Molecule Editing with Discrete Flows
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
KVBuffer: IO-aware Serving for Linear Attention
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Localizing Concepts in Visual Autoregressive Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Fast Accurate Quantum Monte Carlo without Metropolis Adjustment
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rational Tuning of LLM Cascades via Probabilistic Modeling
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
To See Far, Look Close: Evolutionary Forecasting for Long-term Time Series
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A New Framework for Quantum Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Understanding Double Descent through Universal Compression
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Inside Emergence: Structure-Behaviour Gaps in Language Model Training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TrajWiki: Source-Grounded Memory Trajectories for Long-Horizon Dialogue Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Constrained Bi-level Optimization Framework for Constrained Preference-Based Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Topology-Reinforced Swin Transformer for Medical Image Analysis
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Bitter Lesson for Data Filtering
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Leveraging Latent Visual Reasoning in Silence
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning in Context, Guided by Choice: A Reward-Free Paradigm for Reinforcement Learning with Transformers
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
UMAS: System-Level Uncertainty Quantification for Multi-Agent LLM Systems
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Robust Graph Diffusion Model
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Multi-Turn RL Makes Small Language Model Competitive for Optimization Modeling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On Neural Scaling Laws for Weather Emulation through Continual Training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
OmniGF: A Dual-Branch Vision-Language Framework for Unified Gaze Following
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PermuQuant: Lowering Per-Group Quantization Error by Reordering Channels for Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Fast Diverse Nearest Neighbor Search
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Missing Positional Story in LLMs: A Case Study of Shift-Invariant Attention
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning What Not to Impute: An Uncertainty-Aware Diffusion Framework for Meaningful Missingness
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Composable Causality: A Toolkit for Systematic Time-Series Causal Discovery and Treatment-Effect Benchmarking
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Generative OOD-regularized Model-based Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Improving constraint-based discovery with robust propagation and LLM priors
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Useful Memories Become Faulty When Continuously Updated by LLMs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
What should post-training optimize? A test-time scaling law perspective
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
EMA-Nesterov: Stabilizing Nesterov's Lookahead for Accelerated Deep Learning Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
StarCraft Motion: A Dataset for Agent Simulation in Adversarial and Partially Observable Scenarios
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Golden Layers and Where to Find Them: Improved Knowledge Editing for Large Language Models Via Layer Gradient Analysis
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RefineTok: Scale-Wise Tokenization for Progressive Visual Refinement
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Actionable Hallucination Detection: Translating Latent Uncertainty into Agentic Critique
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
UniPath: Adaptive Coordination of Understanding and Generation for Unified Multimodal Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FrontierOR: Benchmarking LLMs' Capacity for Efficient Algorithm Design in Large-Scale Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Intra-Option Fitted Q-Evaluation: Evaluating Hierarchical Policies from Non-Hierarchical Data
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Denoising Implicit Variational Inference
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Semantic-Sampling Framework for Evaluating Calibration in Open-Ended Question Answering
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Uncertainty-Guided Reward Labeling for Reinforcement Learning under Limited Feedback
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Continual Robot Learning via Language-Guided Skill Acquisition
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Differential Item Functioning as an Item-Level Diagnostic for LLM Benchmarks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CUDABeaver: Benchmarking LLM-Based Automated CUDA Debugging
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
HearSayBench: Can LLMs Navigate from Abstract Human Rights to Lived Lives?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Evaluating Depth and Breadth in Test-Time Scaling for Compositional Visual Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Handwriting decoding as a challenging motor task for EEG Foundation Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Partition-Aware Unlearning for Removing Spurious Correlations in Large Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Stop Quantum Machine Learning; do AI-for-Quantum instead
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TorchUMM: A Unified Multimodal Model Codebase for Evaluation, Analysis, and Post-training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Agent-ToM: Learning to Monitor Autonomous LLM Agents via Theory-of-Mind Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Why Cancer cfDNA Models Fail on Chronic Disease: A Geometric Information-Theoretic Bound and Its Architectural Implications
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FiedlerPrune: Connectivity-Preserving Cross-Layer Pruning for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Where and What to Restore for Composite Image Restoration
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GeoFidelity-Bench: Evaluating Block-Conditioned Geographic Fidelity in Text-to-Image Street-View Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
StaRPO: Stability-Augmented Reinforcement Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Accuracy vs. Accuracy: Computational Tradeoffs Between Classification Rates and Utility
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TKCAM: Text and Keyframe to Camera Trajectory Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MPCI-Bench: A Benchmark for Multimodal Pairwise Contextual Integrity Privacy Evaluation of Language Model Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Complementing DINO Features with Image Structure for Part Discovery
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SiliconBench: Speed, Memory, and Fidelity for LLM Inference on Apple Silicon
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Rate Decay Can Exponentially Accelerate SGD for Global Optimization of Nonconvex Functions
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Exploiting Textual Semantics for Robust Cross-View Object Correspondence
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TEMPO: Temporal Enforcement via Mode-Separated Policy Optimization for Trustworthy LLM Backtesting
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Do Latent-CoT Models Think Step-by-Step? A Mechanistic Study on Sequential Reasoning Tasks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reject, Resample, Repeat: Understanding Parallel Reasoning in Language Model Inference
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Diffeomoprhism-Informed 3D Gaussian Splattings via Screen-Space Optimal Transport (OT)
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DisSparse: Pipelined Top-$p$ Sparse Attention for Long-Context LLM Serving
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Revealing the Gap in Human and VLM Scene Perception through Counterfactual Semantic Saliency
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Epistemic Infrastructures of Science in AI Era Should Rebalance Costs of Generation and Verification
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
There are Levels to It: Red Teaming LLMs with Hierarchical Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
HorizonComposer: Spatiotemporally Consistent Driving Video Editing with Enriched Traffic Semantics
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MinSteer: Minimal-Pair Steering via Two-Stage Cached Continuation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Do Joint Audio-Video Generation Models Understand Physics?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Inferential Theory of Learning as a Framework for Test-Time Computation in Foundation Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond the Full Slate: Evaluating MNL Algorithms on All Slates
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Representation Fréchet Loss for Visual Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Intrinsic Riemannian Cross-covariance for Manifold-valued Random Objects
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Interpreting Latent Protein Language Model Features with Geometric Annotations
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Less Structure is More: Minimal Representations for Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SiliciclasticReservoirs: A Million-Reservoir Dataset and Flow-Matching Foundation Model for 3D Siliciclastic Reservoir Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
LogicDirector: Enforcing Temporal Composition in Text-to-Video Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SCULPT: Advancing Masked Discrete Diffusion for High-Resolution Image Synthesis.
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Progress-Aware Distillation for Mitigating Stagnation in Small Language Model Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning to Follow In-Context Watermark Instructions via Self-Distillation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Spend Only What You Need: Defect-Aware Residual Coverage for Efficient Multi-Agent Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Finite Time Analysis of Risk-Sensitive RL via Noisy Power Iteration
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Guiding Data Allocation for Robust Subpopulation Generalization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond Pairs: Your Language Model is Secretly Optimizing a Preference Graph
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Evidence Highlighting for Frozen LLMs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Understanding Graph Self-Supervised Pre-training under Distribution Shifts: A Scaling Law Perspective
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Private Adaptive Covariance Estimation via Gaussian Graphical Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Stability of Online Algorithms in Performative Prediction
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rethinking On-Policy Self-Distillation for Thinking Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Ergodic Trajectory Design by Learned Pushforward Maps: Provable Coverage via Conditional Flow Matching
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Strategic Decision Focused Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Designing Kernel Surrogate Models for Multimodal Attribution
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FuRA: Full-Rank Parameter-Efficient Fine-Tuning with Spectral Preconditioning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Community-Centered AI is Feasible and Beneficial for Impacted Communities
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Tri-Prompting: Controllable Video Generation with Scene, Subject, and Motion Prompts
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Robust and Efficient Finetuning of Vision Foundation Models via Implicit Ensembling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Dynamic k-center clustering with lifetimes
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Hypothesis generation and updating in large language models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FlyAOC: Evaluating Agentic Ontology Curation of Drosophila Scientific Knowledge Bases
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
CLUE: Correlated Latent Uncertainty for Single-Pass Deep Uncertainty Estimation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Do multimodal models imagine electric sheep?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MoBiQuant: Mixture-of-Bits Quantization for Token-Adaptive Any-Precision LLM
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Unbiased Permutations via Flow Matching
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ProjKAN: Model Compression via KAN Projections to Bridge the Hypothesis and Capacity Gaps
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Mode-Controlled Policy Optimization: A Geometry-Aware Recipe for LLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Flow Mismatching: Unsupervised Anomaly Detection via Velocity Discrepancies in Flow Matching Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reviving Stale Updates: Data-Free Knowledge Distillation for Asynchronous Federated Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Personalized and Collaborative Online LQR via Thompson Sampling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Diffusion Language Models Can Approximate Optimal Infilling Lengths Implicitly
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Ghosted Layers: Unconstrained Activation Alignment for Recovering Layer-Pruned LLMs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Augmented Lagrangian Method for Last-Iterate Convergence for Constrained MDPs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Flash-KMeans: Fast and Memory-Efficient Exact K-Means
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AMPS: Adaptive Modality Preference Steering via Functional Entropy
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Towards Reliable LLM Evaluation: Correcting the Winner’s Curse in Adaptive Benchmarking
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
JARVIS-Bench: Benchmarking Personal Intelligence Agents on Long-Horizon Real-User Daily Traces
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Theory on Flow Matching with Neural Networks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Dynamics Shift, Robust Task Inference Wins: Offline Imitation Learning with Behavior Foundation Models Revisited
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Exact Unlearning via Quantized Sufficient Statistics
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Robust Nash Alignment under Preference Uncertainty
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Optimizer-Induced Mode Connectivity: From AdamW to Muon
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Finite-Resolution Decision Sufficiency for Linear Optimization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RATS! Patches Talk Through Registers: Emergent Parts in Register Attention Transformers
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Persuasive Prediction via Decision Calibration
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Distilling Sequential Computation in Transformer Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rethinking LoRA Initialization for Robust Asymmetric Learning Rates
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SyncWorld: Visual Calibration Enables World Models as Zero-Shot Simulators
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Action Images: End-to-End Policy Learning via Multiview Video Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
NeuronEye: Query-Guided Visual Concept Activation for Vision-Language Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Efficient Algorithms For Fully Dynamic Bipartite Matching In Metric Spaces
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Activation Functions Shape Token Synchronization in Stochastic Transformer Dynamics
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Lost on Campus: Evaluating Embodied Spatial Reasoning of Vision-Language Models in the Wild
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RegimeVGGT: Layer-Wise Spatially Preserving Redundancy Removal for Visual Geometry Grounded Transformer
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Agentic Video Editing from Underspecified Requests
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Minimax Optimal Kernel Two-sample Testing in Sub-quadratic Time
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Sample complexity of stochastic optimization with integer variables
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Magnitude-preserving Layers Enable Efficient GANs
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SLVR: Structured Latent Visual Reasoning via Human-like Reasoning Flows
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Doubly Smoothed Decentralized Stochastic Minimax Optimization Algorithm
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning Rate Transfer in Normalized Transformers
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Continuous Diffusion Scales Competitively with Discrete Diffusion for Language
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Where You Backpropagate Matters: Token Hypothesis for Memory-Efficient Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
ActWorld: From Explorable to Interactive World Model via Action-Aware Memory
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
S$^{2}$-PINN: Stochastic Separable Physics-Informed Neural Networks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AVO: Agentic Variation Operators for Autonomous Evolutionary Search
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Near-optimal Explainable $k$-means Clustering under $\ell_p$ Norm
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
TritonTune: LLM-Guided Multi-Agent Optimization of GPU Kernel Configurations
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GauS: Differentiable Scheduling Optimization via Gaussian Reparameterization
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Hierarchical Denoising For Multi-Step Visual Reasoning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Scalable Derivative Gaussian Processes via Exact Gradient Reduction
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
In-Context Multi-Operator Learning with DeepOSets
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Speed Predictions for Online Energy-Efficient Scheduling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Monotone Inclusion Approach to Weakly Monotone Discrete-Time Finite-Horizon Mean-Field Games
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Flow Map Denoisers: Traversing the Distortion-Perception Plane for Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AdpSplit: Error-Driven Adaptive Splitting for Faster Geometry Discovery in 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DUIL: Deep Unsupervised Inverse Learning for in situ Macromolecular Morphology Identification
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Neural-Corrected Operator Learning for Homogenization and Inverse Design
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Language-Induced Priors for Domain Adaptation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
StereoPep: Do Molecular Models Understand Stereochemistry? A Benchmark on Synthetic Diastereomeric Peptides
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Quest: Training Frontier Deep Research Agents with Fully Synthetic Tasks
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Variational Wasserstein Model on Riemannian Manifolds for Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
The Master Key Hypothesis: Unlocking Cross-Model Capability Transfer via Linear Subspace Alignment
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Position: Reconciling Open Access with Owner Control in AI Model Distribution Deserves More Research Effort
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Testable Learning of General Halfspaces under Massart Noise
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Do Robust LVLMs Hallucinate More? Uncovering Robustness-Induced Hallucination in Large Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Attention Is More Than You Need: Spectral Redundancy in Multi-Head Routing
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Prune, Don’t Rebuild: Efficiently Tuning $\alpha$-Reachable Graphs for Nearest Neighbor Search
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Leviathan: Decoupling Input and Output Representations in Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Bifurcation Models: Learning Set-Valued Solution Maps with Weight-Tied Dynamics
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Beyond Bounded Variance: Variance-Reduced Normalized Methods for Nonconvex Optimization under Blum-Gladyshev Noise
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SAFTAC: Simulation-Augmented Fine-Tuning of Open-Source LLMs for Analog Circuit Design
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Can Entry-Wise Clipping Give Spectral Control of Stochastic Gradients?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
PixelDense: Dense Prediction as Representation Alignment for Pixel Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
H-Flow: Self-supervised Human Scene Flow via Physics-inspired Joint Multi-modal Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RL-Inf: Tracking Non-local Training Data Influence for Online Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
RA$^2$: Retain-Anchored Attraction Preserves Forget-Adjacent Utility in LLM Unlearning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Fixed Universal Transformers
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
DRTriton: Large-Scale Synthetic Data Driven Reinforcement Learning for Triton Kernel Generation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Comparing Transformers and Hybrid Models at the Token Level
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Proximal Difference-in-Differences for Long-Term Causal Learning under Confounding and Outcome Drift
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Precise Debugging Benchmark: Is Your Model Debugging or Regenerating?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
POME: Post Optimization Model Edit via Muon-Style Projection
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Attribute-Efficient Learning of Sparse Halfspaces with Constant Malicious Noise Rate
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Smooth Flow Matching for Synthesizing Functional Data
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
3D-PLOT-LLM: Part-Level Object Tokens for 3D Large Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Non-Colliding Biometric Identities for Digital Entities: Geometry, Capacity, and Million-Scale Virtual Identity Provisioning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
K-PWM: Control-Oriented Structured World Models under Partial Observation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SimplexUQ: An Evaluation Framework and Benchmark for Conformal Uncertainty on Simplex-Valued Predictions
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Predictive–Generative Drift Decomposition for Speech Enhancement and Separation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Almost Sure Convergence of Linear Temporal Difference Learning with Arbitrary Features
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rethinking Structured Generation: Can Graph-Based Reasoning Resolve Ambiguity?
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Almost Sure Convergence Rates of Stochastic Approximation and Reinforcement Learning via a Poisson-Moreau Drift
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Is Decentralized LLM Agent RL Robust to Heterogeneity? An Asymmetric Tale
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Steering Vectors as a Training Signal in LLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Transfer Learning Through Conditional Quantile Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Uncertainty Aware SURE Transfer Learning for Classification Problems
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Position: AI-Agent Pricing Should Become More Outcome-Dependent: An Economic Perspective
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Online Allocation with Differential Privacy
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
MetaCluster: Enabling Deep Compression of Kolmogorov-Arnold Network
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On-Policy Hindsight Distillation for Early Risk Prediction
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Tracing Agentic Failure from the Flow of Success
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Equivariant Force Field Calibration for Flow-based Protein Design
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Elephant in the Fridge: Constant-Memory Frame Packing for Long Video Understanding
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Inverted Detection and Control in Steering Vectors
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Sort, Partition, Randomize: Optimal Binary Hypothesis Testing under Local Differential Privacy
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Capturing LLM Capabilities via Evidence-Calibrated Query Clustering
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Frontier Task Synthesis Via Solution-Centric Evolution
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Dynamically Structured Diffusion Language Model Decoding via Bayesian Inference
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Test-time Risk Adaptation with Mixture of Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Transforming Image Editors into Video Editors
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reinforcement Learning for Diffusion LLMs with Entropy-Guided Step Selection and Stepwise Advantages
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
FILOsofer: A TEE-Shielded Model Partitioning Framework based on Fisher Information-Guided LoRA Obfuscation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
AbFlowNet: Optimizing Antibody-Antigen Binding Energy via Diffusion-GFlowNet Fusion
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
When Policies Cannot Be Retrained: A Unified Closed-Form View of Post-Training Steering in Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Rate-Constrained Edge Metadata for Sender–Receiver Generative Video Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Nearest-Neighbor Radii under Dependent Sampling
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Verifiers in the Loop: Decoding Time Verification for Code Translation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Value Entanglement: Conflation Between Different Kinds of Good In (Some) Large Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
G-Zero: Self-Play for Open-Ended Generation from Zero Data
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Reinforcing Multimodal Reasoning Against Visual Degradation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Pacing Branch Parallelism in LLM Serving
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Spectral-Sphere-Constrained Hyper-Connections
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Margin Perspective on LoRA: Robustness to Catastrophic Forgetting and Adapter Merging (MaLoRA)
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Robust Diffusion Models via Divergence-Induced Weighted Denoising
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On Inherent Privacy of Posterior Sampling: A Unified R\'enyi-Divergence Framework
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
EpiPivot: Learning to Control the Simplex Method under Epistemic Uncertainty
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Long-Lived AI Agents Age Too: They Quietly Decay After Deployment
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Decentralized Aggregation of LLM Predictions via Wagering Mechanisms
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Decision-Focused Learning in MDPs: An Occupancy Measure Approach
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Towards Differentially Private Reinforcement Learning with General Function Approximation
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Constrained Decoding for Diffusion Language Models via Efficient Inference over Finite Automata
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SHRED: Retain-Set-Free Unlearning via Self-Distillation with Logit Demotion
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Efficient LLM Adaptation with Forward-Only Passes
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Learning What to Predict: Downstream-Guided Task Design for Continued Pretraining
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Adaptive Power Iteration Method for Differentially Private PCA
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
SEISMOS: A Statistical Signal Detection Framework for Semantic Chunking
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
On the Complexity of Offline Reinforcement Learning with Q*-Approximation and Partial Coverage
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
GUI-Libra: Data-Efficient Post-Training for Reliable Reasoning-and-Acting in Native GUI Agents
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
A Single Neuron Is Sufficient to Bypass Safety Alignment in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Statistical Query Lower Bounds for Smoothed Agnostic Learning
[
OpenReview]
Session
Thu Dec 10 08:30 AM -- 11:30 AM (AEDT) @ Hall C1 None
Atlanta Poster Session 2
Sydney Invited Talk
Thu Dec 10 09:00 AM -- 10:00 AM (AEDT) @ TikTok Entertainment Center None
The Knowledge Box: AI and Epistemic Dispossession
Break
Thu Dec 10 10:00 AM -- 10:30 AM (AEDT) None
Coffee & Snacks
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TGPO: Trace-Guided Policy Optimization for Robot Task Planning via Verifiable Subgoal Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discrete Langevin-Inspired Posterior Sampling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hessian-Dependent Sample Complexity in Zeroth-Order Stochastic Optimization: Suboptimality of Convex-Support Sampling and Optimal Sample Complexity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Image2Sim: Scaling Embodied Navigation via Generative Neural Simulator
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
See, Read, Compare: Candidate-Aware Verification for Agent Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoupling Time and Risk: Risk-Sensitive Reinforcement Learning with General Discounting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Empirical Bayes Flow Matching for Continuous Cryo-EM Heterogeneity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Long Video Instructional Editing in the Wild
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unsupervised Domain Adaptation for Semantic Segmentation Based on Instance Spatial Geometry
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TIB: Sample-wise Tempered Information Bottleneck for Multimodal Attribution beyond Alignment Assumption
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Single-Pass Evidence Measurement for Interpretable and Uncertainty-Aware Multimodal Face Anti-Spoofing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Kairos: Toward Adaptive and Parameter-Efficient Time Series Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Feedback World Model Enables Precise Guidance of Diffusion Policy
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AI Construct Lexis: An Ontology of the Hidden Assumptions in AI Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HELICS: Biobank-scale Conditional Synthetic Genome Generation via Latent Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Resolving AdaBoost Cycling with LLMs: A Computer-Assisted Counterexample
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Discriminate Scene Structures Makes Self-Supervised Depth Learning Scalable
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CUVET: A Partitioning Approach for Continuous Treatment Assignment At Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Options for Compositional Motor Control with Adapter Banks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Action-On-Item Preference Flow: A Shared Event Schema for Predictive and Generative Personalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reason to Play: Behavioral and Brain Alignment Between Frontier LRMs and Human Game Learners
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rare Disease Diagnosis Agent with Decoupled Workflows and Knowledge-Driven Self-Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning with Synthetic Data via SGD in High-Dimensional Linear Regression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TRACE: Data-Free Text Reconstruction Attacks against Approximate Unlearning in LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoMemory: Geometry-Indexed Memory for Long-Horizon Interactive Video Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Algorithms for Linear Equations with Min and Max Operators Under (Absolutely) Halting Condition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Active Flow Expansion for Out-of-Distribution Discovery: from Theory to Molecules
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking XAI Evaluation: A Human-Centered Audit of Shapley Benchmarks in High-Stakes Settings
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GRINQH: Graded Input-based Quantization Hierarchy for Efficient LLM Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Perception to Punchline: Empowering VLM with the Art of In-the-wild Memes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Evolutionary System Prompt Learning for Reinforcement Learning in LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Supervised Goal-Reaching Results in Multi-Agent Cooperation and Exploration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SpRePE: A Spherical Geometry-Aware Position Embedding scheme for Vision Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can Agents Price a Reaction? Evaluating LLMs on Chemical Cost Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prefix Executability: Evaluating Tool-Using Agents Beyond Final Success
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EnvTrap: Revealing the Environment-Only Attack Surface in Embodied AI via Consequence-Blind Action Execution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MainFL: Intertemporal Data Valuation for Robust Auction-based Federated Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SoDeArena: A Socially-Situated Reasoning Benchmark for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FrameScout: Scouting Query-Relevant Frames for Long Video Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inner Product Aware Quantization: Provably Fast, Accurate, and Adaptive Algorithms
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DIS-Bench: Evaluating LLMs on System Testing via Directed Input Synthesis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hierarchical Variational Policies for Reward-Guided Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Omni-Interactive Universal Embedder
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TED: Text-Axis Evidence Decomposition for Prompted Anomaly Localization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Masked Diffusion Vision-Language Models for Temporal Action Localization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Solver-as-Teacher: Solver-Guided On-Policy Post-Training Framework for PDE Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
STARE: Surprisal-Guided Token-Level Advantage Reweighting for Policy Entropy Stability
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Matching2Matching: Zero-Shot Light Field Image Denoising with Matching View Construction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedCAG: Federated Causality-Aware Graph Learning for Multi-Cloud Workload Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KNOT: A Knowledge Entanglement Benchmark for Robust Unlearning Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhaseLoRA: Control-Regime-Conditioned Low-Rank Adaptation for Continuous-Action Vision-Language-Action Policies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Flow Matching for Sparse-View 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Agentic GPU Kernel Optimization with a Compact Domain-Specific Language and Speed-of-Light Guidance
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Integral Meets Decomposition: A Signal-Level Self-Supervised Feature Decompose Paradigm for Multi-Modal Image Fusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Where Does Warm-Up Come From? Adaptive Scheduling for Norm-Constrained Optimizers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uni-Cheb: A Basis-Agnostic Learnable Chebyshev Filter for Multimodal Spectral Modulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NavAble: A Large-Scale Dataset and Synthetic Data Generation Pipeline for Blind Navigation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stabilizing Off-policy LLM Optimization with Prefix Importance Ratio
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
COMET: Decoupled Distillation, Routing, and Capacity Control for Task-Agnostic Continual Vision--Language Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Verigrad: Verification-Driven Multi-Agent GPU Kernel Generation for High-Order MLIP Derivatives
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LP-RAG: Learning to Retrieve with Link Predictors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Optimism-Pessimism Trade-off in Model-based Offline-to-Online Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Does Pruning Change Decisions in Large Language Models?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stable Long-Horizon PDE Forecasting via Latent Structured Spectral Propagators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spatially-Grounded Long Video Generation with Self Geometry Forcing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaSRU: Adaptive Source-Free Recommendation Unlearning via Gradient-Constrained Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decentralized Multi-Goal Multi-Agent Pathfinding with Spatial Prior and Neighbor Intent Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Risk-Sensitive Deep Optimal Stopping
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Certification-Enhanced Generalization Bounds
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Motion Forcing: Decoupling Ego and Object Motion via Sparse Inputs for Structured Video Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VETime: Vision Enhanced Zero-Shot Time Series Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discriminative Score Function: Turning Pretrained Models into Functional Generative Priors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Reusable Motor Motifs for Continuous Animal Behavior Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Clean Data Can Still Carry Backdoors: Support-Persistent Backdoors for Model Reuse
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
See to Believe: Segmentation by Reasoning with Visual Evidence
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TERMINATOR: Learning Optimal Exit Points for Early Stopping in Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AURA: An Autonomous Retouching Agent with Photographic Visual Thinking
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Near-Optimal Best-of-Both-Worlds Algorithms for Decoupled Exploration and Exploitation in Multi-armed Bandits
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving Self-Supervised Vision Transformers with Cross Distillation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ROCKET: Rapid Optimization via Calibration-guided Knapsack-Enhanced Truncation for Efficient Model Compression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DataComp-VLM: Improved open datasets for Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fully First-Order Algorithms for Online Non-Convex Bilevel Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Neuronal Wiring Rules from Morphological Token Sequences
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Retrosynthesis Prediction with Integral Flow Matching and Latent Inversion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniFunc3D: Unified Active Spatial-Temporal Grounding for 3D Affordance Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MapPolicy: Structure-Aware Imitation Learning for Robot Manipulation via Physically Constrained Scene Map
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Module Specialization in Transformer Factual Recall under Correlated Fact Distributions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NP-LoRA: Null Space Projection for Subject-Style LoRA Fusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GWScore: A structural diversity metric for consistent text-to-image generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Delightful Distributed Policy Gradient
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Perception, Not Reasoning, Limits Visual Theory of Mind
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sparse Layers are Critical to Scaling Looped Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Teaching Video Generators to Remember: Eliciting Dynamic Memory for Out-of-Sight State Evolution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Visual Reasoning in Text-to-Image Reward Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SVoT: State-aware Visualization-of-Thought for Spatial Reasoning via Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAX: Advancing Video Diffusion Models for Sequential Action Execution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sketch Then Paint: Hierarchical Reinforcement Learning for Diffusion Multi-Modal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Energy Is All We Need: Beyond FLOPs in Model-Heterogeneous Federated Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gram-Calibrated Anchoring for Class-Incremental Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient and Simple Data Mixing All The Time
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MMGraph-Agent: Agentic Multimodal RAG via Cache-Inspired Multimodal Knowledge HyperGraphs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Representation Preconditioning for Efficient Diffusion Model Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reward Is Not a Universal Interface for Generative Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MultiTalk: Scaling Full-Duplex Speech Models to Long, Multi-Party, Bilingual Conversation
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OmniDex: Scaling Dexterous Hand Grasping to Diverse Cluttered Scenes
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HAPACT: A Benchmark For Human-Centric Physical Impact Localization in Movies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Computational Perspective to Data Ablation Experiments
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EvoInspect: A Unified Self-Evolving Multi-Agent Framework for Industrial Hardware Inspection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RelFlexformer: Efficient Attention Transformers for Integrable Relative Positional Encodings
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Models without Classifier-free Guidance
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Information Bottleneck-Guided Adaptive Hypergraph Transformer for Brain Disease Diagnosis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variance-Adaptive Optimal Algorithm for Reinforcement Learning with MNL Function Approximation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Do Cosine Prototypes Mislead? A Whitening-Aware Benchmark for Frozen-Feature Image Classification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LOFT: Low-Rank Orthogonal Fine-Tuning via Task-Aware Support Selection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EpistasisBench: Revealing Structural Limitations of Zero-Shot Protein Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sound Verification of Deployed Neural Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flexible Routing via Uncertainty Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DecompDreamer: A Composition-Aware Curriculum for Structured 3D Asset Generation
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Do SAE Features Encode? Evidence from Human Neural Activity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RRL-HOI: Reflective Reinforcement Learning for Open-Vocabulary HOI Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TALK: One-Shot Batch Design for Protein Variant Effect Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ATLAS: Adaptive Temporal Learning for Single-Cell Multi-Omics Alignment and Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KroQuant: Kronecker-Structured Block Transforms for Efficient Post-Training Quantization of Diffusion Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
IIDiff: Learning Cross-Domain Frequency Transitions with Diffusion Mixture-of-Experts
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LensDesigner: A Self-Improving Agent for Optical Lens Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agnostic Language Identification and Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CLUE: Closing the Loop on Conflict and Collapse in LLM Unlearning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Toward the Goldilocks Blind Compression of Quantum States
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cool Graphs: Active Property Search Towards Quantum Nano-Refrigerators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Do Coding Agents Deceive Us? Detecting and Preventing Cheating via Capped Evaluation with Randomized Tests
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RSSA: Robust Semantic and Spatial Aligner for Collaborative Perception
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deep Minds and Shallow Probes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Metropolis and Hastings Meet Bradley and Terry: Exact MCMC From Preference Voting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Raven: High-Recall Sequence Modeling via Sparse Memory Routing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Information Parity for Code: The Scope of Transfer in Multilingual Code Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Newton-PINet: A fast physics-informed neural network with Newton linearization for meta-learning nonlinear PDEs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SWE-Pro: A Benchmark for Evaluating LLMs on Performance-Oriented Repository-Level Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OGPO: Offline Goal-conditioned Policy Optimization for Recoverable Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Looped Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GraphMemRL: Action-Native Reinforcement Learning for Persistent Graph Memory Construction
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training-Free Open World Object Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scale-Invariant Empirical-Bayes Laplace Approximation for ReLU Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GIVLA: Deep Geometry Internalization for A Lightweight VLA via Geometry Instruction and Gradient-Informed Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamics-Aware Sparse Attention for Efficient Autoregressive Video Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SENSE: Semantic Neural Speech Synthesis from Brain Dynamics via Spatial Graph Encoding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flexible Flows for Biological Sequence Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uncertainty Quantification for Large Language Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Copying Is Hard: Copy-Constrained Decoding for Exact Span Reproduction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tree Rotary Positional Encoding for Extreme Length Extrapolation from Scratch
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cannistraci-Hebb Channel-wise Dynamic Sparse Training of Convolutional Neural Networks with Contextual Modulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Support Before Frequency in Discrete Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gaussian Splatting-based Volumetric Video Compression with Sparse 4D Anchors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Triggering Generalist Reasoning via Predictive Uncertainty for Dual-System VLA
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Effectiveness of Curriculum Learning Depends on Reward Sparsity and Competing Optima
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Impossibility of Distribution-Free Predictive Inference for Individual Treatment Effects
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enhancement
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anatomy-aware Spatio-Temporal Modeling for Echocardiography Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gradient Boosted Trees for Retrieval-Augmented Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NormLift: From Lifted Features To Semantic Reliability In 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OpticalRAG: Pixel-Space Compression for Token-Efficient Retrieval-Augmented Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Malicious Node Injection: A Transferable Adversarial Attack on GNN Fairness
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Network of Theseus (Like the ship)
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentangling Continuous-Time Latent Dynamics: Identifiability of Latent SDEs via Diffusion Shifts
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bayesian Causal Experimental Design for CATE Estimation under Noncompliance
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PAVE: Prefill-Conditioned Activation Editing for Hallucination Mitigation in LVLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Ferrogen: Generative Pipeline for Guided Search of Novel Ferroelectric Material for Logic and Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GramStatTexNet: Efficient, Interpretable, and Neuro-Inspired Texture Analysis-by-Synthesis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Amortized Guidance for Image Inpainting with Pretrained Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Less is More: The LLM Scaling Paradox in Context Compression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EHRNote-ChatQA: A Benchmark for Evidence-Grounded Multi-Turn Clinical Question Answering over Longitudinal Discharge Summaries
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoLa3D: Composable Latent 3D Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
INSPO : Unlocking Intrinsic Self-Reflection for LLM Preference Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Consistency-Preserving Concept Erasure via Unsafe–Safe Pairing and Directional Fisher-weighted Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Inject: Automated Prompt Injection via Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VecUQ-OT: Aggregating Uncertainty Measures via Multivariate Ranks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Change-Robust Online Topological Memory for Long-Term Relocalization and Semantic Navigation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide VQA
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CAST: Certifiable Aggregation of Smoothed Teachers for Robust Policy Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Pareto Stationary Fronts via Single-Pass Backpropagation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
No Pose, No Problem in 4D: Feed-Forward Dynamic Gaussians from Unposed Multi-View Videos
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Jacobian Scopes: A Unified Geometric Framework for Token-Level LLM Attributions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tool-IQA: Augmenting Image Quality Assessment with Simple Tools
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PixFoundation 2.0: Do Video Multi-Modal LLMs Use Motion in Visual Grounding?
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Risks Create a Jagged Frontier of LLM Productivity Gains Across Computer Occupations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Pre-Training with Token Superposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Meta-Prompting and Steering for Generalizable Foundation Model Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Animation2Code: Evaluating Temporal Visual Reasoning in Video-to-Code Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exploring Lifelong Adaptation: In-Context Reinforcement Learning in Non-Stationary Environments
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhyMo: Learning Physical Dynamics with Accurate and Continuous Motion from Multi-View Videos
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyperNSDE: Personalized Neural SDEs for Joint Static—Longitudinal Clinical Data Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LibriBrain100: One Hundred Hours of Broad and Deep MEG Data for Neural Speech Decoding at Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Theoretical Analysis of Why Masked Diffusion Models Mitigate the Reversal Curse
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PISCO: Precise Video Instance Insertion with Sparse Control
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Membership Privacy Risks in Preference-Based LLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LinearARD: Linear-Memory Attention Distillation for RoPE Restoration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rubato: Signature Attention for Irregular Multivariate Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Reach-Set Geometry for Tighter Probabilistic Neural Network Verification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Allocentric Perceiver: Disentangling Allocentric Reasoning from Egocentric Visual Priors via Frame Instantiation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robustness of Internal Signals for Hallucination Detection in Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Platonic Representations in the Human Brain: Unsupervised Recovery of Universal Geometry
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Heavy Hitter Oracle: Enhancing Frequency Estimation in Skewed Data Streams
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Strategic Evaluation: Incentivizing AI Capability Coverage with Private Benchmarks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Who Says What: Symbolic Trimodal Binding Mechanisms in Audio-Visual LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Lost in Translation, Found in Embeddings: Sign Language Translation and Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Contexts to Conditionals: Statistical Self-Consistency of Persona Prompting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding Generalization Requires Universal Induction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Debate Helps: Proposal Supply and Verification-Aware Readout in Multi-Agent Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LittleLearner: Language Models Under Pedagogically-Controlled Knowledge Exposure
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OntoPlan: An Ontology-Grounded Scene Representation and Agentic Framework for Scalable Robot Task Planning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RobustStress: Stress-Testing AI-Generated Text Detectors under Gradual Perturbations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Context Value Informed In-Context Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Underlying Functional Structure of Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SaMA: Morpho Adaptation via Asymmetric Expansion of Kronecker Product
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Residual Paving: Diagnosing the Routing Bottleneck in Selective Refusal Editing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Semantic-Level Invariant Representation Learning for Cross-Hospital Clinical EEG Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Control First, Robustness Next: Decoupled Representation Learning for Visual RL Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Asymmetric Hierarchical Anchoring for Robust Audio–Visual Cross-Modal Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Communication-Efficient LLM Adaptation over Decentralized GPU Meshes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Limits of Latent Reuse in Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Topology-Aware Representation Alignment for Semi-Supervised Vision-Language Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RAIL: Rethinking Auditory Intelligence in Large Audio-Language Models with a CHC-Grounded Benchmark
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Policy Entropy Constraint Fails: Preserving Diversity in Flow-based RLHF via Perceptual Entropy
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Selective Exploration for Reinforcement Learning-Guided Continuous-Discrete Flow Matching in 3D Molecular Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Outbidding and Outbluffing Elite Humans: Mastering Liar’s Poker via Self-Play and Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AI Models Can Provably Hide Arbitrary Capabilities
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Concise Reasoning Through the Lens of Lagrangian Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Same Concept, Different Directions: Cross-Modal Feature Heterogeneity in Sparse Autoencoders
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SierpinskiCam: Camera-Controlled Video Retaking with Sierpinski Triangle Pattern Cues
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CARVE: Counterfactual Video Editing for Auditing and Hardening Video Detectors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What, Where, and Boundary: Hierarchical Cognitive Decomposition for Echocardiography Video Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RAIL: Representation-Aligned Imitation Learning for Student-Compatible Teacher Policies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unveiling Fine-Grained Visual Traces: Evaluating MultiModal Interleaved Reasoning Chains in Multimodal STEM Tasks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Data-Efficient Learning for Constraint Satisfaction Problems via Relational Biases and Hard Axiom Clamping
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Measure-to-measure Regression with Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectrally Decomposed Equivariant Graph Neural Networks for Interatomic Potentials
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Evaluating AI-based Scientific Knowledge Synthesis with Epidemiological Systematic Reviews
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Integrated Imputation-Classification for Supervised Learning with Missing Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CORVUS: Context Optimization and Reduction Via Underlying Synchronization for LLM Coding Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HALO: Heterogeneous-Aware LoRA Optimization via Rank Allocation and Client-Aware Projection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalized Priority-Aware Shapley Value
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Comparing Linear Regions in ReLU-Type Networks: Theory and Monte Carlo Methods
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Proactive Instance Navigation with Comparative Judgment for Ambiguous User Queries
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sparse Repair in Reasoning Traces: A Structural View of Test-Time Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structure-Guided Masked Autoencoders for Ultra-High Resolution Scientific Image Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tensorion: A Tensor-Aware Generalization of the Muon Optimizer
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Strengthening LLMs for Tabular Prediction with Structural Priors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stroke-Audited Quadratic Bezier Splatting with Structural Initialization for Efficient Painting Rendering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Failure Taxonomy to Intervention: A Diagnostic Methodology for Industry-Scale AVLM in Video and Live-Streaming Platform Moderation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Take It or Leave It: Intent-Controlled Partial Optimal Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LoRAtorio: An intrinsic approach to LoRA Skill Composition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LEAP: Library-driven Evolutionary Abstraction Paradigm for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Better Source, Better Flow: Learning Condition-Dependent Source Distribution for Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AMUSE: Anytime Muon with Stable Gradient Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uniform Spectral Growth under Factor-wise Muon Orthogonalization in Matrix Factorization and LoRA
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PRISM: Programming Interactive Scenes from Monocular Images for Embodied Simulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Subspace-Guided Continual Learning: Hessian Based Stable–Plastic Decomposition for Exemplar-Free Class-Incremental Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AtlasULP: Domain-aware Universal Link Prediction via Relation Atlas
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coupling-Aware Reinforcement Learning for Co-Evolving Graph Games
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inference-Time Self-Aligned Drifting for Few-Step Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stable Resolution-Invariant Emulation in Entropically Controlled Kinetic Methods
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PreFT: Prefill-only finetuning for inference efficiency
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CasePlay: Self-Play Reinforcement Learning from Case Reports for Medical Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HypMoE-ReID: Hyperspherical Mixture-of-Experts for Large Scale Person Re-Identification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CIPHERGRID Benchmark: From Multimodal Rule Inference to Sequential Action
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TraceTriage: A Benchmark for Cost-Aware Stop-or-Continue Decisions in Delayed-Outcome Workflows
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RescueBench: Can Embodied Agents Save Lives in the Wild?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Geometric Continuity Emerges in Deep Neural Networks: Residual Connections and Rotational Symmetry Breaking
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NeuroMem: A Neuroplastic Memory Framework for Lifelong Agents through Delayed Consolidation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoPMR: Preserving Relational and Hierarchical Geometry in Multimodal Molecular Representation Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Does Personalized Memory Shape LLM Behavior? Benchmarking Rational Preference Utilization in Personalized Assistants
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MatCurvs: Article Real-Coordinate Curve Extraction for Agent-Ready Materials Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Not All Instances Should Contribute Equally: Sparse Support Grounding via Unbalanced Transport for Heterogeneous MIL
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AmbiguousWorld: Benchmarking and Resolving Ambiguous Instructions in Video World Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Remember with Confidence: Uncertainty Quantification for Spatio-temporal Memory with Probabilistic Guarantees
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Goal-Conditioned Supervised Learning for Multi-Objective Recommendation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Njord: A Probabilistic Graph Neural Network for Ensemble Ocean Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Group Distributionally Robust Optimization with Flexible Sample Queries
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Forest-Guided Semantic Transport for Label-Supervised Manifold Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MOSAIC-Bench: Measuring Compositional Vulnerability Induction in Coding Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The BAMBI Dataset: Multimodal Nadir UAV-Recordings of Forest Wildlife
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pref-DetectGPT: Unveiling Machine-Generated Text via Preference-Aware Curvature Measurement
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
InterLV-Search: Benchmarking Interleaved Multimodal Agentic Search
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attack Selection In Agentic AI Control Evaluations Meaningfully Decreases Safety
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
scShapeBench: Discovering geometry from high dimensional scRNAseq data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practice
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Chess-World-Model: A 10M-Game Benchmark for Exact State Tracking from Chess Move Sequences
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OgBench: A Framework for Evaluating Graph Neural Networks on Omics Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UxSID: Semantic-Aware User Interests Modeling for Ultra-Long Sequence
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Self-Play and Scale: A Behavior Benchmark for Generalization in Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Parallel-in-Time Variational Inference for Latent Stochastic Differential Equations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tropical Boundary Complexity of Deep ReLU Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MathCD: A Benchmark Dataset for Cognitive Diagnosis with Semantic Information
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PaxBench: A Multimodal Sequence Benchmark for Protein Abundance Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rank-Aware Differentially Private Release of Listwise Preferences for LLM Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WorldSpeech: A Multilingual Speech Corpus from Around the World
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NorSA: Accelerating LLM Decoding via Normalized Sparse Activation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CURE: Counterfactual Unsafe-token Re-masking for Diffusion Large Language Model Test-time Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EcoGEO: Trajectory-Aware Evidence Ecosystems for Web-Enabled LLM Search Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergence of a Shared Canonical Object Frame from In-the-Wild Videos
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symmetry-Guaranteed Prediction of High-Order Tensor Properties for Crystalline Materials via Irreducible Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgriManager: A Framework and Benchmark for LLM-RL Generalization in Agricultural Management
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Perturb, Repair, Verify: Self-Play Vision-Language Verifiers for Compositional Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving the Optimization Landscape of Matrix Completion with $\epsilon$-close Surrogates
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DDMS: Discriminative Distillation of Multi-view Foundational Features into Single-view Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Scaling with Diffusion Language Models via Reward-Guided Stitching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Catch-Only-One: Non-Transferable Examples for Model-Specific Authorization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Depth Lies: Benchmarking Vision-Language Models on Mirror-Induced RGB-D Ambiguity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
COCOTree: A Dataset and Benchmark for Open Tree-Structured Visual Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
S&P: Towards Scalable and Powerful Graph Learning with Hierarchical Structural Acquisition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Noise Meets Long-Tail: Feature-Threshold Dual Calibration for Robust Pseudo-Labeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DeformGen: Dynamics-Based Topology Augmentation for Deformable Manipulation Policy Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MorphoHELM: A Comprehensive Benchmark for Evaluating Representations for Microscopy-Based Morphology Assays
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TaskGround: Structured Executable Task Inference for Full-Scene Household Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoding the Critique Mechanism in Large Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SaaS-Bench: Can Computer-Use Agents Leverage Real-World SaaS to Solve Professional Workflows?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AnyEdit: A Unified Framework for Speech and Singing Voice Editing with Real-World Environmental Consistency
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Z-Cache: Accelerating Diffusion Transformers via Self-Reflection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Training Targets, Architectures and Data Quality for Universal Speech Enhancement
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion-Enhanced GFlowNet for Solving Vehicle Routing Problems
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ReCoG: Relational Concept Graph for Training-Free Personalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FreDRec: Frequency-Decoupled Knowledge Distillation for Multimodal Recommendation in Missing Modalities Scenarios
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Post-Selection-Safe Pessimistic Utilities for Offline Multi-Objective Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyperGen: Learning Structure-Aware Spectral Flows for Hypergraph Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BeamWitness: Rooted Subgraph Beam Search for Selective Graph Representation Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trapping Attacker in Dilemma: Examining Internal Correlations and External Influences of Trigger for Defending GNN Backdoors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SWE-Marathon: Can AI Agents Autonomously Complete Ultra-Long-Horizon Software Work?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
InSpect: A Curated Natural History Collection Dataset for Insect Specimen Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Graph Foundation Model for Unified Clustering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CEO-Bench: Can Agents Play the Long Game?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentangling Channel Semantics in Vision Transformers via Token Decorrelation and Composition-Aware Modulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AET-Bench: Pixel-Accurate Atomic Tomography Is Not Atom-Accurate
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Continuously Evolving Spatio-Temporal Explanations for Traffic Flow Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PanoHK360: A Large-Scale 8K Urban Panoramic Dataset and Benchmark for Depth Estimation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Taming Generative Co-Folding Prior for Molecular Docking with Diffusion Bridge
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning for View-Adaptive Distillation in 3D Gaussian Compression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Chain-of-Correction: Progress-Aware Policy Steering via Anchor-Grounded Predictive Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prysma: Efficient Modality Adaptation for SLO-aware LLM-based Video Question Answering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RISE: Red-teaming via Iterative Strategy Evolution for Modern Text-to-Image Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differentially Private Model Merging
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Interleaved Head Attention
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PCFBench: How Far Can Large Vision-Language Models Go in Physics-aware Photonic Inverse Design?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TreemapMix: Dirichlet-Controlled Multi-Image Augmentation for Probability and Ordinal Supervision
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Statistical Limits of Affine Equivariant Estimation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stochastic Optimization with Random Search
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benign Reinforcement Learning Can Amplify Latent Backdoors
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ECLIPSE: A Spacecraft Rendezvous Trajectories Dataset with Controlled In-Orbit Lighting Conditions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamic Representation Modeling for Federated Medical Image Domain Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MinPath: Learning Efficient LLM Reasoning via Minimal Dependency Paths
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RVCBench: Benchmarking Robustness of Voice Cloning Across Modern Audio Generation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fair Range k-Supplier Clustering in Offline and Streaming Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SCOPE: Self-Play via Co-Evolving Policies for Open-Ended Tasks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
State Evolution Awareness for Category-agnostic 3D Point Cloud Tracking
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TSB-SEG: A Systematic Time-Series Segmentation Benchmark
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differentiable Retrieval-Augmented Generation for Predicting Cellular Responses to Gene Perturbation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SurvivalPFN: Amortizing Survival Prediction via In-Context Bayesian Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VIPER: An Expert-Curated Benchmark for Vision-Language Models in Veterinary Pathology
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PosePlaner: Denoising Any Feedforward Pose Predictor from Pairwise Planar Geometry
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Reliable VLM Judges: State-Conditional Invariance and Presentation-Aware Diagnostics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Expected Harm: Rethinking Safety Evaluation of (Mis)Aligned LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
vExpert: Virtualizing Expert Storage for Adaptive Load Balancing in Distributed MoE Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CWAGraph: Retrieving What Was Never Explicitly Identified in Graph-Based RAG
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EmoPhone: A Multi-Wave Dataset for In-the-Wild Mobile and Wearable Affect Sensing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Phase-wise Velocity Distillation: Towards Effective Image Generation with A Single NFE
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SWE-Git-Bench: A Worktree-Level Benchmark for Real Merge Conflict Resolution
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inexact Bregman Sparse Newton Method for Efficient Optimal Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CogArena: Benchmarking Multimodal Agents on Interactive Behavioral Experiments
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiagnosticIQ: A Benchmark for LLM-Based Industrial Maintenance Action Recommendation from Symbolic Rules
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MCSplat: Multi-View Photometric and Geometric Consistent Feed-Forward Gaussian Splatting for Driving Scenes
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Guessing is Rewarded: Rethinking Language Model Evaluation with Distributional Uncertainty Scoring
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Personalized LLM Alignment Should Be Counterfactually Verifiable
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Information Propagation via Sign-Flip Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Watermarking Should Be Treated as a Monitoring Primitive
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding and Mitigating Structural Forgetting in Fine-Tuned Time Series Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multigroup Fairness and Omniprediction: Separations and Equivalences
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Embracing Evolution: A Call for Body-Control Co-Design in Embodied Humanoid Robot
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
We Should Distinguish Unlearning From Untraining
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DELTA-TTS: Adapting Autoregressive Model into a Diffusion Language Model for Text-to-Speech
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sample-Grained Approximate Unlearning with Provable Per-Sample Bounds
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Not Only Where, But When: Temporal Scheduling for RLVR
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PMO-Dock: Benchmarking Docking, Specificity, and Generalization in Molecular Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Position: Semantic Uncertainty Measures Disagreement, Not Reliability
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PitchBench: Measuring Pitch Hearing in Audio-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking the State Update Gate for Long-Sequence Recurrent 3D Reconstruction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sport Is The Next Grand Challenge For Artificial Intelligence: Toward A Science Of Human Physical Skill
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sample Efficient Generative Molecular Optimization with Joint Self-Improvement
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PGSB: Pretrained-Guided Shared Basis for LoRA Model Merging
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simple Baselines are Competitive with Code Evolution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Prompt-Agnostic Decomposition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EvoGround: Self-Evolving Video Agents for Video Temporal Grounding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Screening Lipid Nanoparticles through Structure-Ratio Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Safe Linear Bandits with Unknown Safety Gaps
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Periodic Complex Stochastic Processes for Retrieving Atomic Structures of Unknown Matters
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAGE: Semantic-Agnostic Image Embedding for Generalized AI-Generated Image Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AI for Drug Discovery Models Often Do Not Learn as Expected and How to Diagnose These Failure Modes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Radial-Angular Geometry for Reliable Update Diagnosis in Noisy-Label Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Shift-Aware Identity-Guided Latent Refinement for Referring Audio–Visual Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SOLAR: AI-Powered Speed-of-Light Performance Analysis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Much Is One Recurrence Worth? Iso-Depth Scaling Laws for Looped Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Native Audio-Visual Alignment for Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentangled Representation Learning via Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Meta-TTRL: A Metacognitive Framework for Self-Improving Test-Time Reinforcement Learning for T2I Generation in Unified Multimodal Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Next-Latent Prediction Transformers Learn Compact World Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Escaping Path Mirages in Offline Goal-Conditioned Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Generic to Dedicated: A Novel Optimizer for Online Continual Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
More Than Meets the Eye? Uncovering the Reasoning-Planning Disconnect in Training Vision-Language Driving Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BSO: Safety Alignment Is Density Ratio Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Chatter Attack: Resource Consumption Attack for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
STAR-Math: Multi-Agent Mathematical Reasoning under Persistent Meta-Strategic Supervision
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TTB: Test-time MLP Baking for Efficient Rendering of Decoder-only View Synthesis Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DriveSpatial: A Benchmark for Spatiotemporal Intelligence in VLMs for Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uncertainty Quantification for Multimodal Large Language Models with Incoherence-adjusted Semantic Volume
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Token Filtering: Online Attention Pruning via KV Similarity for Efficient LLM Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Q-ARVD: Quantizing Autoregressive Video Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Frequency-Structured Hamiltonian Neural Network for Multi-Timescale Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hallucination-Guided Unlearning: Using Hallucination Traces to Reveal Overfitted Memories
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Training of Deep Spiking Neural Networks with Input-Driven Derivative-Free Updates
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Post-Processing Guarantees for Classification under Linear-Fractional Performance Metrics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Choosing Before Acting: Comparative Value Estimation for Long-Horizon Tool-Use Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Iterative Chow Filtering for Learning with Distribution Shift
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergent Biological Capabilities in a Foundation Model for Molecular Interactions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CyCLeGen: Cycle-Consistent Layout Prediction and Image Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NoTVLA: Semantics-Preserving Robot Adaptation via Narrative Action Interfaces
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TIGER: Bridging the Multimodal Reasoning-Access Gap via Modality Counterfactuals
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniRank: Unified List-wise Reranking via Confidence-Ordered Denoising
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EditFlowSR: Revisable Expression Generation for Symbolic Regression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SetCon: Towards Open-Ended Referring Segmentation via Set-Level Concept Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting On-policy Adversarial Black-Box Distillation: Calibrating Groupwise Reward Geometry for Effective Advantage Construction
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposed Representations Mitigate the Alignment–Specificity Trade-off in Multi-Omics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Online Learning via Learned Latent Bayesian Tracking
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Select Smarter, Not More? Prompt-Aware Evaluation Scheduling with Submodular Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DeFlow: Decoupling Behavior-Prior Modeling and Value Maximization for Offline Policy Extraction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Composite Activation Function for Learning Stable Binary Representations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalization at the Edge of Stability
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adversary-Robust Learning from Fully Asynchronous Directional Derivative Estimates
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ViewRec3D: Learning to Recommend 3D Viewpoints for AI Photography
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Value-Rectified Distillation for Flow-based Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multi-Scale Representation Learning for Single-Cell Multi-Omics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hyperbolic Concept Bottleneck Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variational Consequence-Driven Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Forgetting is Not Always Bad: A Neuro-Inspired Memory Repair Mechanism for Poisoned LLM Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deep Generative Models for Phylogenetic Inference with Complex Evolutionary Processes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Less Supervision, Better Generalization: Weakly Supervised Fake Region Localization in Diffusion-Edited Images
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Are Well-Trained Surrogates Optimal? Rethinking the Surrogate Role with Instability for Unlearnable Examples
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Quantum Composite Hypothesis Testing with Small Error
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gauge-Symmetric Dual Lagrangian Frameworks for Born-Oppenheimer Molecular Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond ViT Tokens: Masked-Diffusion Pretrained Convolutional Pathology Foundation Model for Cell-Level Dense Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalization Bounds for Neural Networks with Sparse Connectivity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generative Active Learning via Bayesian Acquisition for Improving the Efficiency of Synthetic Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bits Beat Tokens: A Regret Rate Distortion Theory for Large Language Model Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Federated Logic Gate Networks via Boolean Feature Selection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Empirical regularities in subjective decision-making by LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaM-Rec: Adaptive Modality Routing for Multimodal Recommendation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM Active Alignment: A Nash Equilibrium Perspective
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PACE: Progress Actively-internalized Conditioning Execution for Long-horizon Manipulation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training-Induced Escape from Token Clustering in a Mean-Field Formulation of Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can In-Context Learning Support Intrinsic Curiosity?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CTM-AI: A Blueprint for General AI Inspired by a Model of Consciousness
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LoopWeaver: Weaving Feedback Loops into Hierarchical Generation under Constraints
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyperTransport: Amortized Conditioning of T2I Generative Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OT-Robust3DVLA: A Wasserstein Barycenter is the Right Inductive Bias for Robust Multi-View 3D Vision-Language-Action Policies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StitchEdit: Stitching Depth Priors into Image Editors via Per-Layer Gradient Probing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coordination Connectivity: Shared Initialization Shapes the Joint-Policy Landscape in MARL
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Missing Corpus: Infinite Ground Truth for File-Grounded LLM Evaluation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FacEDiT: Talking Head Video Editing via Facial Motion Infilling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hear, Localize, and Reason: Spatially Aware Scene Understanding for Audio-visual LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral Rank Calibration for Continual LoRA Merging in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Quantum Best Arm Identification with Limited Round of Adaptivity: Lower Bounds and Algorithms
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LensVLM: Selective Context Expansion for Compressed Visual Representation of Text
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On Fitting Flow Models with Large Sinkhorn Couplings
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic Geometry Problem Solving via Human-like Parallel Bidirectional Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Déjà View: Looping Transformers for Multi-View 3D Reconstruction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NeuroHorizon: Long-Horizon Forward Prediction of Neural Population Activity via Autoregressive Decoding with Hierarchical Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RePercENT: Scaling Disentangled Representation Learning Beyond Two Modalities
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MASTA: A Feedback-Scheduled Multi-Agent System for End-to-End Tamarin Protocol Modeling and Analysis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoupled Complementary Fields on 3D Gaussian Maps for Embodied Navigation and Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Making LoRA Identifiable: Orthogonal Alignment for Continual Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural‑Visual Decoding via Cognitive‑guided Adaptive Blurring and Information‑Constrained Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Image Matting without Matting-Specific Annotations via Eikonal Fields
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Convergence Analysis of Newton's Method for Neural Networks in the Overparameterized Limit
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
COLLAR: Cascaded Object-Level Latent Refinement for High-Fidelity Conditional Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CausalMix: Data Mixture as Causal Inference for Language Model Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scenes as Objects, Not Primitives : Instance-Structured 3D Tokenization from Unposed Views
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StatLUT: Statistical Feature-Driven Multimodal 3D LUT Generation for Photorealistic Style Transfer
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Frequency-Synchronized Boundary Coupling for Training-Free Multi-Prompt Long Video Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VCR: Learning Valid Contextual Representation for Incomplete Wearable Signals
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LINE: LLM-based Iterative Neuron Explanations for Vision Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Heads That Write, Not Just Point: Image Retrieval Heads in Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral Identifiability for World Models: Polynomial Projectors, Resolvent Stability, and a Krylov Bottleneck
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimal Subgroup Discovery at Every Support Threshold
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Social Choice Foundations for Simulation-Augmented Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SurGe: Improved Surface Geometry in Point Maps
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PAI-Actor: Cinematic Multi-Actor Character Replacement in Dynamic Scenes
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
COMPASS: Composable Policy-Amortized Structured Search for LLM-Based Optimization Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Order Matters: Competition-Guided Query Ordering for RNN-Based Object Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fine-Tuning Language Models to Know What They Know
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hack-Verifiable Environments: Towards Evaluating Reward Hacking at Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyperTree: Scalable Unsupervised Hierarchy Discovery in Hyperbolic Space
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Less Language, More Latents: Annotation-Efficient VLAs for Driving
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Causal Models under Markov Equivalence
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Sanitization Becomes the Trigger: Defense-Triggered Backdoor Attacks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tatemae: Detecting Alignment Faking via Tool Selection in LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Relative Energy Barriers for Copyright-Aware Language Model Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Look Before You Leap: Self-Evolving Clinical Reasoning with Psychometric Preference Optimization for Radiology Report Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Matryoshka Transcoders and Hierarchy Misalignment: When SAE Absorption Protection Does Not Transfer
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transductive Generalization for GNNs via Optimal Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hypergraph Representation Learning with Hyperlink Random Effects
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond FLOPs: Train-Full, Deploy-Partial Multi-Exit Inference via Selective Lightweight IC Ensemble
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Preserving DEG Rankings for Gene Discovery in Histology-Based Spatial Gene Expression Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diagonalizing the Softmax: Hadamard Initialization for Tractable Cross-Entropy Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reconciling Operational Energy Trilemma: A Heterogeneous Risk-Constrained MDP Framework with Residual Policy Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Transformers Struggle with Distribution-Independent In-Context Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Where Reusable Computation Becomes Detectable: Solution-Frame Path Triage for Modular-Arithmetic Grokking
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CounterFlowNet: From Minimal Changes to Meaningful Counterfactual Explanations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PoseBridge: Bridging the Skeletonization Gap for Zero-Shot Skeleton-Based Action Recognition
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Vector Field Learning for Generative Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Statistical Complexity of Soft Bellman Residual Minimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Posterior-Tracking for Best-Arm Identification in Bernoulli Bandits
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transformers in the Dark: Navigating Unknown Search Spaces via Bandit Feedback
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Can SignSGD Outperform SGD? A Functional Scaling Law Perspective
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DIGS: Distribution-Informed Gaussian Splatting for Training-Free Open-Vocabulary 3D Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Depth through Recurrence: Towards Ultra-Efficient On-Device ASR
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SemISP: Semantic-Consistent Diffusion for Cross-Camera RAW-to-sRGB Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reversing the Roles of Signal and Noise: Modeling Noise in Astronomical Images without Paired Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prompt-Conditioned Semantic Bottleneck for Cross-Domain Face Attack Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DASS: A Solver-Agnostic Dynamic Auxiliary Search Strategy for Symbolic Regression
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Graph-Based Stochastic-Power-UCT: Monte-Carlo Graph Search with Power Mean Estimation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aligning MLLMs with the Latent Structure of Human Cognition via Behavior-Derived Semantic Dimensions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RL Excursions during Pre-training: How early is too early for on-policy learning?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PrivacySIM: Evaluating LLM Simulation of User Privacy Behavior
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Logistic Bandits with $\tilde{O}(\sqrt{dT})$ Regret without Context Diversity Assumptions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SDAE: Semantic-Diversity-Aware Exploration for Efficient Reinforcement Learning in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Pseudo-Riemannian Manifolds for Heterophilic Graphs via Graph Signature
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ColorConceptBench: A Benchmark for Probabilistic Color-Concept Understanding in Text-to-Image Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SLDR: Defending Against Malicious Fine-tuning via Selective Layers Recovery and Dynamic Routing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Graph Concept Bottleneck: Decoding Combinatorial Reasoning in GNNs for Interpretability
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaling Causal Reasoning with Increasingly Complex Causal Simulators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SchemaPose: RGB-Based Category-Level Pose Estimation with Parametric Category Schema
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MCGI: Manifold-Consistent Graph Indexing for Billion-Scale Disk-Resident Vector Search
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Geometry of Alignment Collapse: When Fine-Tuning Breaks Safety
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Operads for compositional reasoning in LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RelaVPR: Relation-Based Knowledge Distillation for Efficient Visual Place Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predicting Quantization Price for Selecting PTQ Configurations Before Deployment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RIVET: Regex-to-Indexable Keys via Neural Translation for Interactive LIMIT-k Retrieval
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trainable Sparse Attention via Hybrid Top-k+Top-p Masking and Distillation Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Data-Free Reservoir Features for Efficient Long-Horizon Cold-Start Continual Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hyperbolic Language Models: From Zipf to Compute-Optimal Scaling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mitigating Memorization Where It Happens
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProxyPose: 6-DoF Pose Tracking via Video-to-Video Translation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nonparametric Estimation of a Factorizable Density using Diffusion Models
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
P$^3$-VLM: A Point-based Alternative for Grounded 3D Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What MLLMs Learn about When they Learn about Multimodal Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Alignment Dynamics in LLM Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Achieving Directional-Stationarity from a Single Random Direction Step
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Cursed to Competitive: Closing the ZO–FO Gap via Input-to-State Stability
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contextual Flow Matching for High-quality Visual Content Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Text-Based AI Tools for Research Integrity Must Be Audited on Linguistic Fairness Before Deployment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Planning as Dynamics Relaxation: Hippocampal Recurrent Network Realizes Optimal Goal-Directed Navigation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KV-COBRA: KV Cache Compression via Co-Optimized Bit-Rank Allocation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Steering Away from Memorization: Reachability-Constrained Reinforcement Learning for Text-to-Image Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diversity Combining for Multi-Path LLM Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ODDR: One-Step Deshadow Diffusion via Reward Guidance
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Controllable User Simulation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PROLA: Principal-Orthogonal Low-rank Adaptation for Predictive Spatiotemporal Weather Downscaling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GLARE: Generating Listening Heads with Appropriate REactions
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TeMPO: Frame-Causal Token Compression for Efficient Video Large Language Model
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Block Sphere Vector Quantization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Skipping Domain Shifts: Domain Memory Retention Enhanced Hyperspectral Single-Source Domain Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Grounding 3D Affordance from Human-Object-Interaction Videos via Multimodal Large Language Model
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sharper Guarantees for Misspecified Kernelized Bandit Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPA-Q: Structure-Preserving Adaptive Post-Training Quantization for Monocular Depth Estimation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting Subgradient Dominance in Robust MDPs: Counterexamples, Hardness, and Sufficient Conditions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MCPHallu: Benchmarking Reasoning, Execution, and Memory Hallucinations in MCP Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SceneScaffold: Active Scene-State Construction for Unified 3D Scene Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LENS: Low-Frequency Eigen Noise Shaping for Efficient Diffusion Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Surprising Effectiveness of Video Diffusion Models for Hand Motion Reconstruction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoRe: Modular Representations for Principled Continual Representation Learning on Sequential Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Further Realization Is Unnecessary: Amortized Reasoning for Long-Horizon LLM Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Brain-to-Speech Decoding with Fixed-Delay Spiking Neural Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Post-Training Quantization with Gradient-Projected Fisher Approximation for Vision Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PARE: Pruning and Adaptive Routing for Efficient Video Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continuous Audio Thinking for Large Audio Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diverse Representative Rashomon Sets for Sparse Generalized Additive Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Map-Guided Caching: A Global Perspective for Efficient Diffusion Transformer
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Process-Aware LNS for Large-Scale MILP via Context-Enhanced Fine-Tuned LLM-driven Selector
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RobustGenBench: A Benchmark for Robust Generalization to Adversarial and Common Perturbations, with Applications to Vision and Vision-Enabled Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BASTION: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Two is better than one: A Collapse-free Multi-Reward RLIF Training Framework
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ControlSVG: Exploring Controllable SVG Generation with Autoregressive Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Toward Efficient Reasoning of Large Language Models via Latent Concept-Pyramid Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EvoOptiGraph: Weakness-Driven Coevolution via Graph-Based Structural Generation for Optimization Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FusionNeXt: Sequence-First 3D Multi-Modal Fusion in the Era of LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Going Down Memory Lane: Scaling Tokens for Video Stream Understanding with Dynamic KV-Cache Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Time-Frequency Decoupled Cross-Scale Partial Optimal Transport for Time Series Domain Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FineVLA: Fine-Grained Instruction Alignment for Steerable Vision-Language-Action Policies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CondenseVLA: Learnable History Condensation for Efficient Multi-Frame VLA
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Evo-Depth: A Lightweight Depth-Enhanced Vision-Language-Action Model
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aggregation Dispersion: An Information-Geometric Diagnostic of Oversmoothing in Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RepoScope: Bridging Physical Structure and Logical Flow for Intent-Driven Repository Documentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EDMA: Entropy-Driven Multimodal Answering
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ELF: Embedded Language Flows
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemArena: An Ego-Centric Benchmark for On-Device Agentic Personal Memory Assistants at Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anytime-Valid PAC-Bayes Certificates for Adaptive Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DocScope: Benchmarking Verifiable Reasoning for Trustworthy Long-Document Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Interplay of Data Structure and Imbalance in the Learning Dynamics of Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
M$^3$: Reframing Training Measures for Discretized Physical Simulations
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Residual Quantization for Memory-Efficient Temporal Action Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Reconstruction of LiDAR Point Clouds under Jamming Attacks via Full-Waveform Representation and Simultaneous Laser Sensing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sample Transform Cost-Based Training-Free Hallucination Detector for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bridging Graph Worlds: Neural Approximation of Gromov-Wasserstein Distances
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Posterior Inference in Latent Space for Scalable Constrained Black-box Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ApertureAttn: Native 4K Video Generation with Image-Only Supervision
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Strategist: Designing Agentic Reasoning at Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Retrieval to Recognition: Knowledge-Enhanced Foundation Models for Time Series Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Channel-wise Vector Quantization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TreePII: Efficient Computation of Higher-Order Probabilistic Interaction Indices in Tree Ensembles
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving the Diffusability of Motion Tokenizer
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Video-Zero: Self-Evolution Video Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hyperspherical Local Margin Retraction for Zero-Shot Instance-Wise Machine Unlearning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Heterogeneous Graph Federated Learning with Structure-Aware Data-Free Distillation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CompJudge: Fine-Grained Comparative Evaluation using Multimodal LLM for Subject-Driven Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SEAR: Sample Efficient Action Chunking Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniFlowDock: Flexible Docking with Complete Equivariant Velocity Fields
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EventLens: Event-Structure Reinforcement Learning for Video Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Accelerating Video Inverse Problem Solvers with Autoregressive Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Mask Is Not the Object: Volumetric Supervision for 3D Gaussian Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving Guidance-Free Visual Generation via Self-Contrastive Alignment for Likelihood Estimation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contractive Restoring Flows: Robust Reasoning Distillation via Orbital Stability
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reusable Conditional Resampling via Flow Matching for Constraint-Based Causal Discovery
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Favorable Regime Between ODE and SDE for Few-Step Diffusion Sampling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Angular Networks: Low-Bit Learning from Randomized Similarity Estimators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
One-Shot Federated Graph Learning via High-Fidelity Proxies and Transferability-Guided Collaboration
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GAPS: Gradient-Aware Adaptation-Gap Scoring for Time-Series Anomaly Detection with Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning with Multi-Step Lookahead Information Via Adaptive Batching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering with Generative Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Prospective Coding Improves Learning in Deep Continuous-Time Recurrent Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
D-GAP: Improving Out-of-Domain Robustness via Dataset-Agnostic and Gradient-Guided Augmentation in Amplitude and Pixel Spaces
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ControlJEPA: Principled Trajectory Regularization via Lyapunov Tube Loss
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FloatDoor: Platform triggered Backdoors in LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Who Wrote This Paper? Autonomous Scientific Discovery for 3DGS Research
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Memory Grafting: Scaling Language Model Pre-training via Offline Conditional Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DARE: Dual-Level Adversarial Learning with Domain-Aware Regularization for Whole Slide Image Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sample Size Design for Bounds on Discrete Probabilities of Causation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EgoHMP: Achieving Precise Human Motion Prediction in 3D Scenes via Egocentric Cues
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SBNO : Schrödinger Bridge Neural Operator for the Forward and Inverse Problems under Missing Information
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Latent-space Attacks for Refusal Evasion in Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Language Models Demand New Computer Science
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diagnosing and Correcting Bias in MLLM for Long Video Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TriPrompt: Progressive Local Prompting for Few-shot Out-of-Distribution Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HCInfer: An Efficient Inference System via Heterogeneous Error Compensation for Resource-Constrained Devices
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Blind-Window Forecasting: Real-Time Benchmarking and Multimodal Reconstruction for Tropical Cyclones
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
QEC Model Zoo: Democratizing AI-enhanced Quantum Error Correction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EchoPrune: Interpreting Redundancy as Temporal Echoes for Efficient VideoLLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometric Instability of Hidden-State Trajectories Predicts Reasoning Failures in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LangMap: A Human-Verified Benchmark for Hierarchical Open-Vocabulary Goal Navigation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PerQ: Inverse Generative Modeling for Neural Image Compression via Quantization Error Compensation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revitalizing Medical Time Series with Vision-Informed Retrieval: A Vision-Language Perspective
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SphereFlow: Missing Modality Imputation via Geometric Transport on Hypersphere
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TIMA: Test-Time Internalization for Agentic Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Entropy-Sparing for Efficient Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WaveSem: Frequency-Adaptive Tokenization for Disentangling Semantics and Noise in Genomics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aligning LLMs with Biomedical Knowledge using Balanced Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discovering dynamical parameters of synthetic multicellular systems from image sequences
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Phase-DGS: Phase-Guided Dynamic Gaussian Splatting from Unsynchronized Multi-view Video
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Echoes of Error: Residual-Directional Local Rollout Consistency for Timeseries Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LaST-R1: Reinforcing Robotic Manipulation via Adaptive Physical Latent Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
METIS: Multi-Source Egocentric Training for Integrated Dexterous Vision-Language-Action Model
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CompactSplat: Spatially Adaptive Gaussian Distribution for Feedforward Scene Reconstruction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Illusory Pattern Perception Drives Spurious Inference in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seq-LoRA: Sequential Bayesian Low-Rank Adaptation for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniDBO: A Unified Dual-Branch One-Step Denoising Framework for Autonomous Driving Scenario Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Controllable Dynamic 3D Shape Generation via 3D Trajectories and Text
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MixNLQ: An Effective Post-Training Nonlinear Low-Bit Quantization Method for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SePO: Self-Evolving Prompt Agent for System Prompt Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Adaptive Data Analysis over Dense Data Distributions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Time–Frequency Non-Stationary Modeling for Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Traversal-Invariant Positional Encoding for Serialized Graphs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inadvertent Context Leakage in Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nearly Optimal Bounds for Orthogonal Trace-Sum Maximization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Representation Rigidity in Face Embeddings: Orthogonal Identifiability and Backfill-Free Compatibility
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RECIPE: Learning to Rank Complete Precursor Sets for Inorganic Retrosynthesis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Visual-to-Executable Procedural Reconstruction of Buildings.
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LAION-BVD: A 10-Million-Hour Open Video Dataset for Multimodal Pre-training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BayesAT: Bayes-Guided Progressive Distillation for Semi-Supervised Adversarial Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
B[FM]$^2$: Brain Foundation Model via Flow Matching with SplitUNet
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Listening to the Wise Few: Query–Key Alignment Unlocks Latent Correct Answers in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MFlowAudio: Efficient Text-to-Audio Synthesis via Mamba-based Stateful Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Compatible Likelihoods for Flow Matching on Manifolds
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Similarity Metrics for Neural Representations on Riemannian and Statistical Manifolds
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transfer Learning of Linear Regression with Multiple Pretrained Models: Benefiting from More Pretrained Models via Overparameterization Debiasing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Enhancing LLMs with Cognitive-Affective Personality Inference for Simulating Human Social-Psychological Behavior
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Verifier-Backed Hard Problem Generation for Mathematical Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Federated Graph Learning with Local Message Compensation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decision Path Tracing for Causal Analysis in Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Scalable Multi-Task Model for Virtual Sensors
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gaussian Density Splatting Network
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LiFT: Likelihood-Free Tree-Structured Policy Optimization for Flow-Based VLAs
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sequential Behavioral Watermarking for LLM Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CREF: Forecasting Benchmarks for the Age of Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SH$^2$: A Mathematician-Curated benchmark for Assessing Research-level Math Capabilities of LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fine-Grained Benchmark Generation for Comprehensive Evaluation of Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoDeRNet: Selective Cross-Task Routing under Heterogeneous Supervision for Change Detection and Captioning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Extending Pretrained 10-Second ECG Foundation Models to Longer Horizons
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fractal-G: Topology-Aware Heterogeneous Graphs for Medical Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiM$^3$: Bridging Multilingual and Multimodal Models via Direction- and Magnitude-Aware Merging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spatial Representation Distillation and Knowledge Routing for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Overcoming State Inertia in Full-Duplex Spoken Language Models via Activation Steering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Probe Before You Edit: Probing-Guided Molecular Optimization for LLM Agents in Structure-Based Drug Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continuous Expert Assembly: Instance-Conditioned Low-Rank Residuals for All-in-One Image Restoration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal Effect Identification with a Single Agnostic Proxy
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RelationVGGT : Visual Geometry Transformers for 3D Spatial Relation Segmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hierarchical World Models with Implicit Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PriorVLA: Prior-Preserving Adaptation for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Lyapunov-Driven Optimistic Learning for Online Scheduling with Multi-Stage Tasks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MaxSketch: Robust Distinct Counting in Streams via Random Projections
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Small Model Portfolios for Many Deployment Profiles: Submodular Coverage under Bundled Constraints
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Interpretable Relational Inference with LLM-Guided Symbolic Dynamics Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Risk-guided Estimation-aware Acceptance for Learning with Synthetic Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Linear Decoders: Dynamic Expert-Coupled Optimal Decoding for Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On-Policy Distillation with Open Property-Equivalence Reward for LLM-Based NL-to-SVA Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Epiplexity Guided Data Selection and Generation for Out-of-Distribution Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Free Decompression with Algebraic Spectral Curves
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MGMem: An Efficient, Deterministic, and Provenance-Preserving Framework for Long-Horizon Agent Memory
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attention Drift: What Auto-Regressive Speculative Decoding Models Learn
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
History-Aware Conformal Prediction Sets for Censored Time-to-Event Outcomes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Commit: Next-Commit Prediction via Online Supervised Contrastive Reflection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stability-Enhanced Federated Learning with Accelerated Gradient
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Modal Prior-Guided Training with Visual Foundation Models for Unsupervised LiDAR Point Cloud Registration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generating the Wild: Individual-Consistent Image-to-Video Generation for Wildlife
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Subject-Relative Micro-Motion and Sleep Dynamics for Near-Infrared Video Sleep Staging
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Closer Look at Dynamic Scene Graph Generation in the Era of Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning for Code Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoRouter: Dynamic Paradigm Routing for Worldwide Image Geolocalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agree to Disagree: Multimodal Autonomous Negotiation and Calibration for Entity Representation Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MDK-MoE: Multi-view Decomposed Kalman Mixture of Experts Framework for Non-stationary Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoTo: Mixture of Tokenizers Towards Fair Multilingual Language Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Untrusted Content Masking for Web Agents with Security Guarantees
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MLLM-Edit: Benchmarking Image Forgery Detection and Localization under MLLM-based Editing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FoMo: Forking Moment in Generative Trajectory as a Perceptual Distance
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can We Model the Artifacts Explicitly? Disentangle Artifacts via Pairwise Edit Relations for Image Manipulation Localization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning with Enumeration: Neural-Guided SAT Framework for Cryptographic Key Recovery
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Crafter: Towards Automated Reproducible Machine Learning via Agentic Code Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CuBic: Curvature-Driven Dynamic Inference Caching for Fast, High-Fidelity Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
scTrilemma: Balancing Identity, Invariance, and Reconstruction in Single-Cell Representation Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPERA: Spherical Prior EEG Foundation Model with Geometry- and Frequency-Aware Latent Prediction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hindsight Relabeling is All You Need for Reach-Avoid Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Is Worth Representing? Representational Empowerment for Continual Model Construction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Remember Your Trace: Memory-Guided Long-Horizon Agentic Framework for Consistent and Hierarchical Repository-Level Code Documentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nereus: A Large-Scale Underwater Dataset for Fine-Grained Attribute Understanding and Grounded Counting Perception
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Curriculum Learning for Safety Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LoRIF: Low-Rank Influence Functions for Scalable Training Data Attribution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAMAT: A Stereotype-Aware Multimodal Transformer for Interpretable Misogynistic Meme Detection
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Unified Theoretical Framework for Task Recognition and Task Learning in In-Context Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Skill-Level Effects in Behavioral Cloning: When Low-Skill Data Improves Performance
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Tree Draft for Long-Context Speculative Decoding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAFE-SVD: Sensitivity-Aware Fidelity-Enforcing SVD for Physics Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Croissant Baker: Metadata Generation for Discoverable, Governable, and Reusable ML Datasets
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EA-WM: Event-Aware Generative World Model with Structured Kinematic-to-Visual Action Fields
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Parallel Fixed-Point Spiking Neurons for Efficient Training of Spiking Neural Networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simulation-Ready Compositional 3D Scene Reconstruction from a Single Image
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MESS: Multi-Exposure Sequence Synthesis for Generalizable Image Enhancement
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving Consistency in Retrieval Augmented Systems With Group Similarity Rewards
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mobility Helps Learning: Unsupervised Model Adaptation for Object Recognition via Movement
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
IDEAL: In-DEpth ALignment Makes A Discrete Representation AutoEncoder
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Latent Actions Fail, and How to Prevent It
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DepthMaster: Unified Monocular Depth Estimation for Perspective and Panoramic Images
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Soft Contamination Means Benchmarks Test Shallow Generalization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Recursive Semantic Divergence for LLM Agent Consistency
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Resolving Representation Ambiguity in Feedforward Novel View Synthesis Transformer via Semantic-Spatial Decoupling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BLARM: Animating 3D Objects from Video via Blending LAtent Rigid Motion Primitives
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Long-Term Composition of Human-Object Interactions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can Ideologues Agree on Quality? From Non-identifiable Latent Factors to Collective Outcomes
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SenseBench: A Benchmark for Remote Sensing Low-Level Visual Perception and Description in Large Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkillGen: Verified Inference-Time Agent Skill Synthesis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trajectory Forcing: Exploiting Diffusion Trajectories for Autoregressive Long Video Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MeshFIM: Local Low-Poly Mesh Editing via Fill-in-the-Middle Autoregressive Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
dStructAD: Domain-Level Structured Normality Representation with Variation Calibration for Time Series Anomaly Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AttnDiff: Attention-based Differential Fingerprinting for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Collective Supervision for Unified Biomolecular Conformation and Dynamics Modeling with CoDyna
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAVE: Sparsity-Aware Influence Estimation for Vocabulary-Expanded LLMs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking the Synthesis Barrier for AI-Designed DNA Libraries
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentangling Dual Image References in Frequency Aware Diffusion Models for Personalized Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Identifying Structural Biases from Causal Mechanism Shifts
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic-imodels: Evolving agentic interpretability tools via autoresearch
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DrPO: Drifting Preference Optimization for One-Step Generative Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Drift-React: One-step Generation of Reaction Pathways via SE(3) Drifting Fields
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HALO: Homotopy-Augmented Layer Optimization for Stable LLM Supervised Post-training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdvJudge-Zero: Binary Decision Flips in LLM-as-a-Judge via Adversarial Control Tokens
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic AI Design Should be Mediated to Promote Social Welfare
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Step-dLLM: Adaptive Step-aware Sparse Attention for Efficient Diffusion LLM Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BA-T: An Iterative Transformer for Two-View Bundle Adjustment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Error-Free EHRs: Reasoning-Intensive Consistency Verification Between Clinical Notes and Structured Tables in Electronic Health Records
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VINCIE-NExT: Unlocking Video Editing from Images via In-Context Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FIND: Frequency Invariance Disentanglement for Test-Time Adaptation in LiDAR 3D Detection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Characterizing the Generalization Error of Random Feature Regression with Arbitrary Data-Augmentation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tyche: One Step Flow for Efficient Probabilistic Weather Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FusionAudit: Pathway-Conditioned Robustness Auditing for Native Multimodal Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Idempotency Exposes Consistency Problems in Sparse Autoencoders
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ERIS: Enhancing Privacy and Scalability in Federated Learning via Federated Shard Aggregation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PanoWorld: Towards Spatial Supersensing in 360◦ Panorama World
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgentVista: Evaluating Multimodal Agent in Ultra-Challenging Realistic Visual Scenarios
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Query Lower Bounds for Approximating the Top Eigenvector of Asymmetric Matrices
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Modelling Opinion Dynamics at Scale with Deep MARL
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Proper Scoring Rules for Agentic Uncertainty Quantification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Spatial and Temporal Priors: A Generalizable Approach for Dense Correspondence Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CMI-Trans: Cross Modal Inconsistency-aware Transport for HSI-LiDAR Classification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MIRA: Mutual Information guided calibration for Reliable Test-Time Adaptation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Flat Frames: Hierarchical Graph Reasoning for Long Video Understanding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inferring learning rules in deep neural network architectures from animal learning data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EVA-0: Test-Time Model Evolution with Only Two Forward Passes per Sample
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking the $\sqrt{d}$ Communication Barrier in Federated Sampling with Adaptive Hamiltonian Monte Carlo
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Post-ADC Inference: Valid Inference After Active Data Collection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ExtraVAR: Stage-Aware RoPE Remapping for Resolution Extrapolation in Visual Autoregressive Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Extracting Search Trees from LLM Reasoning Traces Reveals Myopic Planning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
One-Time Soft Alignment Enables Resilient Learning without Weight Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Precise Knowledge Distillation for Large Language Models via Knowledge Probing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Synthetic Pre-Pre-Training Improves Language Model Robustness to Noisy Pre-Training Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Local Manifold Identification with Latent Linear Models and OT Flows
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Opt-Arena: Evaluating, Selecting, and Generating Optimization Modeling Data via Tripartite Graphs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AudioAgentBench: Evaluating Multi-Turn Voice Agents on Real-World Tasks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How I learned to stop worrying and love StopGrads: Stationarity, Convergence, and a case study on Flow Map Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agent Security is a Systems Problem
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
An Efficient Geometric Characterization of Robust Fair Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal Discovery over Clusters of Variables in Non-Markovian Systems
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Closing the Loop: Co-Evolving EM for Irregular Time Series Generation in Lifted Representations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conditional Evaluation of Language Models with Cheap Auxiliary Signals
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Post-Training Shapes Biological Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coarse-to-Refine: Trajectory Self-Refinement in Single Autoregressive Pass for Driving VLA
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Are Your Reasoning Models Reasoning or Guessing? A Mechanistic Analysis of Hierarchical Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SpikingGamma: Temporally Precise Online SNN Training Through Smoothed Temporal Delays
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Social Interaction Breaks Replicate Independence in Controlled-Clone LLM Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PCEval: A Benchmark for Evaluating Physical Computing Capabilities of Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seg3DParts: Segmentation-Grounded Controllable Part-Level 3D Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Extending Myerson's Optimal Auctions to Correlated Bidders via Neural Network Interpolation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When does LeJEPA learn a World Model?
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Empowering Masked Diffusion Models to Self-Correct with Leave-One-Out Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Instruction Anchor: Dissecting the Mechanistic Dynamics of Modality Arbitration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Does Sequential Detection Collapse to a Scalar? A Necessary and Sufficient Characterisation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemPoison: Uncovering Persistent Memory Threats and Structural Blind Spots in LLM Agents
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symplectic Reck: In-Situ Learning of Gaussian Quantum Operations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dataset Distillation via Drifting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predictive Surprise as Self-Grounding Concept Bottleneck for Interpretable Time Series
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
E0: Expressive Fine-Grained Discrete Action Prediction for Vision-Language-Action Models via Tweedie Discrete Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Symbol Names Should Not Matter: A Logistic Theory of Fresh-Symbol Classification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SDFlow: Similarity-Driven Flow Matching for Time Series Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PCDFusion: Proposal-Context-Detail Bayesian Rendering for Infrared-Visible Image Fusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Counterfactual Estimation under Composite Treatments via Progressive Distribution Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Barycentric Guidance: Turning Foundation Image Editors into Continuous Affective Controllers
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DiPhon: Diffusion on Graphons for Scalable Graph Generation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Thinking for Fast Long-Form Spatial Reasoning in Vision--Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KL for a KL: On-Policy Distillation with Control Variate Baseline
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Grounding Agent Reasoning with Structured Process Supervision for Multi-turn Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adversarial Group Fairness in Contextual Bandits: When Robust is Not Fair
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Visual Text Compression as Measure Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Diffusion Models Memorize
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral Reversal: Counteracting Singular Value Bias for Graph Prompting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral-Aligned Pruning for Universal Error-Correcting Code Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Many Senses of Visual Similarity: A Text-Prompted Image Perceptual Metric
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PISA: Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Truth as a Compression Artifact in Language Model Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SMoA: Spectrum Modulation Adapter for Parameter-Efficient Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AnyMo: Scaling Any-Modality Conditional Motion Generation with Masked Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DART: Zero-Shot Dual-Side Alignment Routing for LLM Performance-Cost Tradeoffs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalized Laplacian in Spectral Seriation on Manifold Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Payoff-Aware Prediction of Population Game Dynamics
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Generative Model of Contextual Integrity: Appropriate vs. Inappropriate Information Sharing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DPLC: Dirichlet Process Guided Long-tail Clustering
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Open-Vocabulary 3D Part Segmentation with Semantic Propagation Hawkes Process
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Graph Recalibration: Enhancing Robust Zero-Shot Inference for Graph Foundation Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Bayesian Optimization for Co-Optimizing LLM Training Configurations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Guaranteed Jailbreaking Defense via Disrupt-and-Rectify Smoothing
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VALOR: Vector-Aware Low-Rank Restructuring of Neural Networks for RISC-V Inference
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ClinStab: Stability-Oriented Learning for Medical Time Series via Dual-Stream Alignment
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Strengthen Out-of-Distribution Detection via Adaptive Mahalanobis Gap
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hypergraph Generation with Latent Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Automated Causal Effect Estimation through Self-Evolving AI
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Who Called? V33DA: A Physically Verified Multimodal Benchmark for Vocal Attribution in Zebra Finch Groups
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Denoising to Refining: A Corrective Framework for Vision-Language Diffusion Model
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PolySplat: Workload-Regime-Aware Rasterization for 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robust Noisy Inductive Matrix Completion with Local Linear Convergence
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PoSafeNet: Structured Safety Learning via Compositional Projection
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diff3R: Feed-forward 3D Gaussian Splatting with Uncertainty Aware Differentiable Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reliable Clustering and Quantization via Distortion-Constrained Optimal Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Memorization of Consistency Distillation for Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Foundational Model System for Datacenter Machine Repairs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemDLM: Memory-Enhanced DLM Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DRILL: Training World Models to Improve Policies, Not Predict Pixels
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TRIAD: Benchmarking Omni-Modal Ambiguity in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Topic-Aware Contextual Cascading Bandits
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Intrinsically Interpretable Attention via Sparse Post-Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hodge Laplacian Quasi-Harmonic Flows for Option Discovery
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Good Token Hunting: A Hitchhiker's Guide to Token Selection for Visual Geometry Transformers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Minimal Interpretable Architecture for Zero-Shot Reconstruction of Dynamical Systems
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On Minimizing Regret in Fixed-Confidence $\varepsilon$-Best Arm Identification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Ad-Hoc Teamwork from Human Demonstrations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaling Laws for SAE Training Data
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Random-Projection Tree Stein Variational Gradient Descent
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Selectivity of Generative Models in Structure-Based Drug Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HiLoc: A Hierarchical Representation Method for Spatial Localization in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DocAtlas: Long-Document Understanding as Mutable-State Interaction
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Calibrated Conformal Abstention for Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoCAR: Motion-code Coordinate-aware AutoRegression for Continuous Trajectory Forecasting
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VEHBench: A Stage-Local Diagnostic Benchmark for LLM-Assisted Vibration Energy Harvester Design
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tethered Predictive-Inertial Proposals with Objective Verification for Diffusion-Prior Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ControlFlow3D: Distilling Multi-View Knowledge into Latent Flow Matching for Point Cloud Upsampling
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Channel Agreement Beats Consensus: Compositional Verification for Geometry Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Resilience Matters for Embodied Agents System: New Metrics, Systematic Evaluation, and Optimization
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FEAD: Fine-Grained Epipolar Attention Diffusion for Large-Disparity Light Field Spatial Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
View-Spectral Reconciliation Learning for Text-based Multispectral Aerial–Ground Person Re-Identification
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoT-Guard: Small Models for Strong Monitoring
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fisher information and the geometry of memorization in neural networks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Synsema: Syntax-Guided Learning of Semantically Valid Programs
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Pair Consistency for Flow Matching
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal Discovery with False Positive Error Control
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Assign and Add: A Mechanistic Study of Compositional Arithmetic
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Grounded or Fabricated? Unsupervised Detection of LLM Hallucinations via Contextualized Influence on Response Embeddings
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stochastic Reconfiguration as Statistical Filtering for Overparameterized Neural Quantum States
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mesh-Free Convolution: Learned Spectral Attenuation and Transport
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CineMME: Benchmarking Fine-Grained Perception and Plot Reasoning in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fractional State Space Transition for Long Sequence Modeling
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Synthetic Anchor-Assisted Prototype Alignment for Heterogeneous Federated Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DaCe-DT: Data-Centric Offline Multi-Task Reinforcement Learning via Adaptive Prompts and Trajectory Correction for Heterogeneous Tasks
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training on Documents About Monitoring Leads to CoT Obfuscation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Equivariant Reinforcement Learning for Clifford Quantum Circuit Synthesis
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Order-Marginalized Scoring for Masked Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BiLoCo: Binary Low-Rank Corrections for LLM FP4 Decode
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Garbage Collection: Learning to Forget while Learning to Reason
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Intrinsic-dimension empirical Bernstein inequalities for bounded self-adjoint operators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tempered Guided Diffusion
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentanglement as Identifiable Pushforward Factorisation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sampling-Free Privacy Accounting for Matrix Mechanisms under Random Allocation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variance Reduction for Expectations with Diffusion Teachers
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Minimax Rate of Second-Order Calibration
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Point Cloud Sequence Encoding for Material-conditioned Graph Network Simulators
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Assistive Dueling Bandits: No-Regret Algorithms for Assisting No-Regret Users
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM Agents Already Know When to Call Tools - Even Without Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Transcriptomic Foundation Models Scale: Domain-Focused Pretraining for Drug Development in Immunology and Inflammation
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Concept frustration: Aligning human concepts and machine representations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond the Training Distribution: Evaluating Predictions Under Distribution Shift and Selection Bias
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sliced Wasserstein Meets Quantum Optics: Provable Wavefunctions Tomography with Scarce Noisy Measurements
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ASAP: Attention Sink Anchored Pruning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Laplacian Heads Improve Transformers by Smoothing Token Representations
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VIGOR: Visual Gain Ordering for Hallucination Mitigation in Multimodal Discrete Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NuMuon: Nuclear-Norm-Constrained Muon for Compressible LLM Training
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Effect-Driven Skill Abstractions for Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Information-Theoretic Generalization for Set-Input Optimization-Valued Objectives
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scalable Supervised Optimal Transport of Gaussian Mixture Models
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Token-Conditional Expert Dropout: Implicit Regularization for Stable MoE Pretraining
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DUST: Directional Uncertainty-aware and Scale-invariant Transfer Learning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reward Budgeting Reduces Premature Convergence in Reinforcement Learning for LLM Reasoning
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Gaussian Conditional Distributions using Neural Ratio Estimation is Hard
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast and Stable Gradient Approximation for Bilinear Forms of Hermitian Matrix Functions
[
OpenReview]
Poster
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GAE Falls Short in Imperfect-Information Self-Play Reinforcement Learning
[
OpenReview]
Session
Thu Dec 10 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 5
Remarks
Thu Dec 10 11:00 AM -- 11:30 AM (AEDT) @ Hall C3 None
Welcome Remarks
Reception
Thu Dec 10 11:30 AM -- 12:30 PM (AEDT) @ Hall C2 None
Welcome Reception
Break
Thu Dec 10 12:00 PM -- 02:00 PM (AEDT) None
Retail Lunch
Award
Thu Dec 10 01:30 PM -- 02:00 PM (AEDT) @ TikTok Entertainment Center None
Sejnowski - Hinton Award
Sydney Invited Talk
Thu Dec 10 02:00 PM -- 03:00 PM (AEDT) @ TikTok Entertainment Center None
The Future of AI Evaluation
Break
Thu Dec 10 03:00 PM -- 03:30 PM (AEDT) None
Coffee
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3F
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3A
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3B
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3C
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3D
Session
Thu Dec 10 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 3E
Break
Thu Dec 10 05:00 PM -- 06:00 PM (AEDT) None
Coffee & Snacks
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pretraining Curricula Enable Selective Fine-tuning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Random Matrix Theory of Early-Stopped Gradient Flow: A Transient BBP Scenario
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Probing Visual Planning in Image Editing Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Out-of-Distribution Detection in Continual Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Generalizable 3D Anomaly Detection via Relational Inconsistency Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MuEdit: An efficient multi-task editing method towards inter-domain knowledge conflicts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prompt Ensemble Image Purification for Test-time Adversarial Robustness of CLIP
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PickMoment: Continuous-Time Single-Image-to-Video via Learning Deblurring and Blur-to-Video
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeneZip: Region-Aware Compression for Long Context DNA Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PLANING: A Loosely Coupled Triangle-Gaussian Framework for Streaming 3D Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reconstructing the Vocal Tract with Differentiable Acoustic Simulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Does a Sparse Autoencoder Feature Do? A Weight-Based Account
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FRUC: Feedforward Dynamic Scene Reconstruction from Uncalibrated Collaborative Driving Views
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reconsidering Positional Supervision in Masked Diffusion Language Model Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InduceKV: Fixed-Footprint Continual Adaptation of Multimodal LLMs via Inducing KV Memories
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Feature Information Dynamics in Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FrameVGGT: Coherence-Preserving Memory for Bounded Streaming Geometry
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Gradient Descent’s Last Iterate is Often (slightly) Suboptimal
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Motion-Appearance Coupling Priors for Solving Video Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Finding Koopman Invariant Subspaces via Personalized PageRank
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MilliVid: Adaptive Latents for Long-Range Consistency in Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Growing a Neural Network in Breadth, Depth, and Time
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local Policy Manifolds for Efficient Multi-Objective Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Early Semantic Grounding in Image Editing Models for Zero-Shot Referring Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Representations for Provably Robust Offline Meta-Reinforcement Learning from Bagged Rewards
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mixture-of-Top-$k$ Attention: Efficient Attention as Scalable Fast Weights
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Evolution Reasoner: Continuous Optimization via Policy-Intrinsic Exploration and Exploitation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sequential Probability Assignment against Smoothed Adversaries with Unknown Base Measure
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DPIAgent: Divide, Protocol, Isolate for Agentic Reproduction Test Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMSkills: Towards Multimodal Skills for General Visual Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bilinear Matching Bandits
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Text-Vision Co-Instructed Image Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Efficient Cross-modal Feature Reconstruction Model for Multimodal Multi-class Anomaly Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PaperLens: How Predictable Is Paper Acceptance?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PAIR: Prefix-Aware Internal Reward Model for Multi-Turn Agent Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OopsWorld! Operation-Grounded Seamless World Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Polestar: Drift-Aware Cache Calibration and Token Commitment for Efficient Inference of Diffusion LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Natural Synthesis: Outperforming Reactive Synthesis Tools with Large Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MetaLoop: Benchmarking the Full Metacognitive Loop in LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InTAct: Interval-based Task Activation Consolidation for Continual Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Adaptive Repositioning for Flow-Based Single-Cell Perturbation Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REVERSE: Reinforcing Evidence Verification and Search for Agentic Image Geolocation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can Linguistic Reasoning Vectors Enhance Multimodal Reasoning Ability?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeoG2U-Bench: When Does Generation Help Understanding in Ultra-High-Resolution Remote Sensing?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning When to Collaborate: Selective Multi-Agent Medical Reasoning via Uncertainty-Aware Routing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DUET: Unified Dual-Space Emotion Control for Diffusion and Flow-Matching Driven Text-to-Speech
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM:Disentangling Preference Distributions for Generative Ranking
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On Concentration Inequalities for Sampling without Replacement
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diffusion Subgoal Planning for Long-Horizon Offline Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$SE(2)$-Aware Conditional Distribution Transport for Vehicle Trajectory Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CHARM+: Cross-Hardware Attention with Re-Merge Multistream Mechanism
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Trackers Fail: VLM-Guided Verification and Recovery for Robust Video Object Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DressWild: Feed-Forward Pose-Agnostic Garment Sewing Pattern Generation from In-the-Wild Images
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Confidence Rises Too Early: Detecting Shortcut Reasoning via Premature Answer Commitment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hi-Q: Hierarchical Evidence-guided Query Refinement for Multi-Hop Question Answering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ScAn-Bench: Evaluating Scaling Analysis Methodology
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LITHE: Lattice-Indexed Twin Hadamard Encoding for Diffusion Personalization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SurgReasoner: Surgical Reasoning Segmentation with Dynamic Difficulty-Aware Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BlenderFORGE: Framework for Optimizing Reactive 3D-Graphics Editing Ability of MLLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SOLE-R1: Video-Language Reasoning as the Sole Reward for On-Robot Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bilevel Optimization of Synthetic Trajectories for Multi-Turn LLM Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Keep It CALM: Analyzing the Limits of Global Unsafety in Text-to-Image Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BiLi: Bridging the Last Mile in LiDAR Localization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Robust Reasoning through Guided Adversarial Self-Play
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMOU: A Massive Multi-Task Omni Understanding and Reasoning Benchmark for Long and Complex Real-World Videos
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tapes Together Strong: The Co-evolution of Computation and Cooperation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Every Bit, Everywhere, All At Once: A Binomial Multibit LLM Watermark
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiffCool: Label-Free Synthesis of Chip-Tailored Heat Sinks via Thermal-Aware Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DialectLLM: A Dialect-Aware Dialog[ue] Generation Framework Beyond Standard American English
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VLM$^3$: Vision Language Models Are Native 3D Learners
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NeSyKC: Neurosymbolic Knowledge Compilation For Lifelong Learning Embodied Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BootstrapAgent: Turning Repository Setup into Reusable Agent Knowledge
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Shifting the Gradient: Understanding How Defensive Training Methods Protect Language Model Integrity
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Speculative Self-Distillation enables Efficient Knowledge Internalization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Long-term Embodied Visual Tracking with Lightweight Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SkillMaster: Toward Autonomous Skill Mastery in LLM Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Drive vs. Decay: On the Training Dynamics of Joint-Embedding Predictive Architectures
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Unifying View of Anchoring via Operator-Side Tikhonov Regularization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Mechanism of Weak-to-Strong Generalization: Feature Elicitation from Latent Knowledge
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Parabolic Position Encoding: Vision-Centric, Principled, Extrapolatable, General
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Factorized Gradients for Scalable Highly-expressive Parametric Diffeomorphisms
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving Neural Decoding Performance for Language BCIs by Explicitly Modeling Context-Induced Noise
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generative Structure from Motion with Native 3D Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Compounding Errors in Online Reinforcement Learning via Optimal Transport Regularized Flow Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Narrative Paradoxes in LLM Inference: Shaping Reasoning Trajectories toward Misalignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CSLA: Sparse-Linear Attention with Learnable Routing and Quantization-aware Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Continuous Open-ended Discovery and Evolution of Skills as Hierarchical Reward Programs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BFS-PO: Best-First Search for Large Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CrossWeave: Emergent Cross-Modal Scene and Instance Retrieval from Sparse 2D-3D Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast Reconstruction of Exact Maxwell Dynamics from Sparse Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SamaDICE: Safe Multi-Agent Reinforcement Learning with Stationary Distribution Correction Estimation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Variational Approach to Optimal IPS Estimator for Multi-logger Off-Policy Evaluation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DROGO: Default Representation Objective via Graph Optimization in Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FashionChameleon: Towards Real-Time and Interactive Human-Garment Video Customization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TReDS: Trajectory-Grounded Requirement-Capability Modeling for Training Distribution Shaping in Tool-Interactive Tasks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Single Expert: Harmonizing Diverse Visual Priors in MLLMs for Spatial Understanding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On Data Engineering for Scaling LLM Terminal Capabilities
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Global linear convergence of entropy-regularized softmax policy gradient beyond tabular MDPs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memory Determines Learning Direction: A Theory of Gradient-Based Optimization in State Space Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RoadmapBench: Evaluating Long-Horizon Agentic Software Development Across Version Upgrades
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Collaborative Reasoning Distillation via Cross-Feedback and Coherent Curation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributionally Robust Domain Randomization with Learned Risk-Sensitive Dynamics Samplers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Random features for Grassmannian kernel approximation with bounded rank-one projections
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rubato: Transcribing Piano Music with Timestamps
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
High Performance Differentially Private Fine-Tuning using Dataset Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agentic Reward Modeling: Verifying GUI Agent via Progressive Trajectory-Grounded Interaction
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DataFlex: A Unified Benchmark and Evaluation Platform for Data-Centric Training of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
D-DOIT: Training-free Adaptation of Discrete Diffusion via Doob's h-Transform
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Preserving Exploration for LLM Reasoning via Mean Order-Statistic Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
"What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can Folding Models Tell Binders from Bluffers? Evidence from POISK: The Patent-Derived Antibody Dataset
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Key to Going Linear: Analysis-Driven Transformer Linearization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Past as State, Present as Attention: Persistent-State Blockwise Flow Matching for Long-Horizon Co-Speech Motion Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
fev-bench: A Realistic Benchmark for Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Online Imitation Learning Help in LLM Post-Training? The Role of (Non-)Realizability Beyond Horizon
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reward Hacking in Rubric-Based Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SIGA: Scientific Simulation Coding Agent Adapter- A Geophysics Case Study
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Long-Horizon Q-Learning: Accurate Value Learning via n-Step Inequalities
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BALTO: Balanced Token-Level Policy Optimization for Hallucination Mitigation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniEgoCap: Camera-Agnostic Sequence-Level Egocentric Motion Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Done, But Not Sure: Disentangling World Completion from Self-Termination in Embodied Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Ideas to Code: Tree-structured Policy Optimization for Automated Algorithm Design with LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoffeeBench: A Benchmark for Long-Horizon Strategic Decision-Making in Multi-Agent Economies
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do Sparse Autoencoders Learn Meaningful Concept Hierarchies?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Scaling of LLM Training with Flexible Context Parallelism
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Merging RLVR-Trained Experts via Policy-Shift-Guided Spectral Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reconciling Causality and Non-Equilibrium Thermodynamics with Hamiltonian Causal Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OTROPE: Optimal Transport-based Robust Off-policy Evaluation for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DocPTBench: Benchmarking End-to-End Photographed Document Parsing and Translation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TGRL: Temperature-Grouped Reinforcement Learning for Efficient Exploration in LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BenchRep-T: A Systematic Evaluation of T-Cell Repertoire-Based Disease Diagnostics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MolHIT: Advancing Molecular-Graph Generation with Hierarchical Discrete Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Makes Two States the Same? Value-Aware State Matching for Multi-Turn Agent Credit Assignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Illusion of Diversity: Aligning LLM Exploration via Effective Entropy
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiffScore: Text Evaluation Beyond Autoregressive Likelihood
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Private Empirical Defense Against Privacy Audits
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Internalize External Competence for Visual Instruction Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NORMA: Norm-Guided Explanation Subgraph Discovery
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Confounding-Aware Client Selection in Federated Learning via Causal Mediation Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WebSpline: Structure-Informed Splines for Real-Time 3D Gaussians from Monocular Videos
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Paleoinspired Vision: From Exploring Colour Vision Evolution to Inspiring Camera Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
First-Token Attraction in Mamba Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decoupling Exploration and Policy Optimization: Uncertainty Guided Tree Search for Hard Exploration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structural Causal Bottleneck Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Quantile Omniprediction for Proper Losses
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Post-Training Recipes for Multimodal Time-Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Estimation with Deformed Decompression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AlphaQ: Calibration-Free Bit Allocation for Mixture-of-Experts Quantization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Class-Domain Incremental Learning with Extensible Multi-Center Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GOLD: Geometric Optimized Latent Diffusion for Structure-Aware RNA Inverse Folding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Enabling VLA Action Self-Verification via VLM Token Probability Bucketing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Objective-Aligned Amortized Inference for Offline Bayes-Adaptive MDP Model Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Runtime Analysis of Cartesian Genetic Programming on MAX: A Proven Exponential Speedup
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reward Inflation: A Healthy Stimulus for Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
KiteNorm: Variance Regularisation for Stable and Scalable Post-LN Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hint Tuning: Less Data Makes Better Reasoners
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Zeroth-Order Stackelberg Control in Combinatorial Congestion Games
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PISG: Constraint-Aligned Signal Amplification for Diffusion-Based Combinatorial Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LITE: A Lightweight Lazy Sampler for Efficient SGD
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Correction Space Steering for Hallucination Mitigation in Large Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Expert-guided Bayesian optimization for sustainable protein formulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Resolvent Ellipsoid for Minty Set Inclusions
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tropical Gaussian Anticoncentration: Settling Optimal Instance-Dependent Bounds for Online Learning in Extensive-Form Games
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Time to Pay Attention! Understanding High Complexity Corpus Reasoning Tasks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CORTEG: Foundation Models Enable Cross-Modality Representation Transfer from Scalp to Intracranial Brain Recordings
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Continuous-depth Deep Gaussian Processes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stable and Granular Policy Optimization for Generative Recommendation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MotionHalluc: Diagnosing Kinematic Hallucinations in Fine-Grained Motion Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Matched-Control Tests of Partition-Source Claims in One Routed Distillation Family
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CLEAR: Complementary Tripartite Play with Bayesian Calibration for Semi-Supervised Edge Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdaCal: Adaptive Calibration for Robust Sparse Attention in Long-Context LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NLD4CO: Neural Langevin Dynamics for Combinatorial Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Are Multimodal Benchmarks Really Useful? Item-Level Multimodal Benchmark Diagnosis via Structure-Response Co-Calibration
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAPO: A Primal-Dual Framework for Constraint-Aware Prompt Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CodeMimicry: Exploiting Safety Generalization Lag in Large Language Models via Structured Code Completion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Navigating by Old Maps: The Pitfalls of Static Mechanistic Localization in LLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Knowledge Conflicts in Retrieval-Augmented Generation via Inference-Time Representation Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Controllable Generative Sandbox for Causal Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReGDiff: Guided Diffusion in Regulated Latent Space for Exploring Metamaterial Voxel Geometry
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
XDecomposer: Learning Prior-Free Set Decomposition for Multiphase X-ray Diffraction
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Streaming Audio-Visual Target Speaker Extraction for Real-World Acoustic Scenes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Heteroscedastic TrueSkill: Modeling Match Noise and Player Consistency
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Generate Multiple Objects from Dense and Occluded Layouts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ExoC2T: An exogenous-driven spatio-temporal learning framework for cross-city transfer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FLINT: Coupling Proximal Initialization and Bounded Stochasticity for Flow-Matching Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prototype-Aligned Multi-View Graph Learning for EHR Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MoRSE: Task-Oriented Multi-Agent System with Mixture of Role-Subtask Experts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Don't Claim Benchmark-Oriented Optimization Improves General Coding Capability — Diverse Evaluation Is Required
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RipplePLM: Structural and Property Decoupling for Protein Mutation Effect Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LongBanana: An Expert-Verified Benchmark for Long-Context Multi-Reference Image Synthesis
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
3DABSeg: Adaptive 3D Ankle Bone Segmentation with Multiscale Feature Fusion Mixture-of-Experts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Single Deep Preference-Conditioned Policy for Learning Pareto Coverage Sets
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM: Human Point Cloud Reconstruction via Skeleton-Guided Diffusion from MmWave Radar
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Accelerating the Inference Era with AI-Driven, Globally Optimized HW/SW Co-Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SignRot: LLM Quantization with Massive Outlier-Aware Sign-Adjusted Rotation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RAPDrive: Shared-Latent Hybrid Decoding for Reasoning and Planning in Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Improving World Modelling with Latent Actions
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DELTA: Robustly Training Label-Conditional Diffusion Models with Weak Annotations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adam under Generalized Smoothness with Second-Moment-Type Stochastic Gradients
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Time-Sensitive Anytime-Valid Testing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SimpliHuMoN: Simplifying Human Motion Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Splatting the Invisible: Geometry and Appearance Scene Completion from Sparse Views
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FocusBranch: Combinatorial Branch-and-Bound for $\ell_0$ Neural Network Robustness Verification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Reward Models for Multi-Domain Test-Time Scaling
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RecMem: Recurrent Memory Compression for Long-Sequence Recommendation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RAM-H1200: A Unified Evaluation and Dataset on Hand Radiographs for Rheumatoid Arthritis
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TIGER-FG: Text-Guided Implicit Fine-Grained Grounding for E-commerce Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
In-Expectation Convergence of Stochastic Gradient Methods under Heavy-Tailed Noise
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Causal Discovery under Time-Varying Delays
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stochastic Heat Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient evaluation and error pattern discovery for blackbox AI systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UTOPI: Efficient Egocentric Long-Video Understanding in AR via User-Guided Token Pre-Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Logit-Gap Steering: A Forward-Pass Diagnostic for Alignment Robustness
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Metaphor Is Not All Attention Needs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
It Takes Two: Complementary Self-Distillation for Contextual Integrity in LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Fault in Our Metrics: Revisiting Generative Model Evaluation with Chamfer Distance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Total Variation Distance Estimation in Autoregressive Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
D-VLA: A High-Concurrency Distributed Asynchronous RL Framework for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Control Charts for Multi-Agent Systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Continual Learning in Modern Hopfield Networks with an Application to Diffusion Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cooperative Multi-Agent Reinforcement Learning via Epigraph-Form Guided Exploration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flow Matching Policy Optimization with Mirror Descent and Entropy Constraints
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Depth-Recurrent Attention Mixtures: Giving Latent Reasoning the Attention it Deserves
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Affine-invariant Cubic Newton with Weak Learners
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual Reinforcement Fine-Tuning via Bootstrapped Medical Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReasoningShield: Safety Moderation over Reasoning Traces of Large Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Deep Gaussian Processes on Directed Acyclic Graphs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Efficient Algorithm for Thresholding Monte Carlo Tree Search
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Survival Transformers for Longitudinal Data Analysis: Application to Atrial Fibrillation Risk from ECG
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
dRAE: Representation Autoencoder with Hyper-Spherical Codes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AlignDrive: Aligned Lateral-Longitudinal Planning for End-to-End Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BMAttn: Block-Aligned Mixed-Precision Attention Quantization for LLM Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DSAQuant: Denoising-Stage-Aligned Quantization-Aware Training for Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mixture-of-Hierarchical Experts: Optimized Mamba Architecture for Vision Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improved Sample Complexity for Markov Games via Variance-Aware Bandit Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Selective Rollout: Mid-Trajectory Termination for Multi-Sample Agent RL
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Gradient-Aware Asynchronous Reinforcement Learning for LLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TailCon: Mitigating Tail Signal Erosion through Memory Consolidation for Long-Tailed Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distribution Shift in Missing Data Imputation: A Risk-Based Perspective and Importance-Weighted Correction under MAR
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Black-Box Uncertainty Quantification for Large Language Models via Ensemble-of-Ensembles
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiT4DiT: Jointly Modeling Video Dynamics and Actions for Generalizable Robot Control
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ES-Merging: Biological MLLM Merging via Embedding Space Signals
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging the Gap Between Harmfulness Belief and Refusal Behavior for Safety Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multiscale Supervised Unbalanced Optimal Transport Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Continually Learn via Meta-learning Agentic Memory Designs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Table to Cell: Attention for Better Reasoning with TABALIGN
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Calibration without Ground Truth
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Controllable Multi-label Video Safety Detection via Adaptive Tversky Policy Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemPilot: Learning Transferable Latent Memory Mechanisms for LLM Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Detecting Hidden ML Training With Zero-Overhead Telemetry
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive-Margin Masking and Restoration for Balanced Multimodal Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conformal Prediction for Distribution-to-Distribution Regression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Know Where You Stand: Memory-Source Choice in Long-Context Dialogue Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Overcoming Kernel Redundancy for Scaling Logic Gate Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ARTIS: Agentic Risk-Aware Test-Time Scaling via Iterative Simulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRIM: Meta-Learned Bayesian Root Cause Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One More Time: Revisiting Neural Quantum States from a Reinforcement Learning Perspective
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tree Training: Efficient LLM Training on Tree-Structured Trajectories
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Near-Linear Time Generalized Sinkhorn Algorithms for Bounded Genus Graphs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Insights from the Unconstrained Feature Model for Neural Multi-Output Regression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometric Analysis of Neural Regression Collapse via Intrinsic Dimension
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MultiSTEVE-1s: A Model Zoo and Interpretability Suite for Instruction-Following Vision Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Advancing Narrative Long Video Generation via Training-Free Identity-Aware Memory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prefix-Tuning for Arbitrary Output Sequences on Pretrained Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Your Language Model is Its Own Critic: Reinforcement Learning with Value Estimation from Actor’s Internal States
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
In-context learning to predict critical transitions in dynamical systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Best Arm Identification in Generalized Linear Bandits via Hybrid Feedback
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Capacity Allocation at the Source: Sparse Target Optimization for LLM Knowledge Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Behavioral Foundation Models for Quality Diversity
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CSCN: The Crossed Subtree Convolutional Network
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fisher Decorator: Refining Flow Policy via A Local Transport Map
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BRIDGE: Brain-Vision Representation Integration through Depth and Granularity Encoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SuperSycophantic: Stress-Testing Frontier LLMs from Single- to Multi-Turn Sycophancy
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AeroChem: Closed-loop Physics-Informed State Space Modeling for Long-term Chemically-Reactive Air Quality Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MorphoGen: Free-Form XML Evolution for Robot Morphology Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Optimal Transport in Hilbert Spaces
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Iterative Nonlinear Computation Underlying Abstract Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Non-Uniform Replay Matter in Reinforcement Learning?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Observations Drift, Structures Remain: Structural Pretraining with Time Alignment for Electromagnetic Signals
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Sparse Captions: Aligning Slide-Level Text and Patch-Level Vision in Pathology
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
METAFORGET: Audit-Driven Update-Policy Learning for Reliable Language Model Unlearning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BucpTSF: Breaking the Uniform Computation Paradigm in Time-Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Glob3R: Global Structure-from-Motion with 3D Foundation Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structured Coupling for Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ChiP-STAR: Spatial-Topological Attention for Pre-trained Generative Chip Routing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-bit LLM Watermarking with Certified Semantic Distortion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Winfree Oscillatory Neural Network
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamics-Informed Adaptive Offline RL for Real-Time Tokamak Plasma Control
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Direct Conditioning of Audio Diffusion Transformers on fMRI Reveals Cortical Contributions to Sound Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distance-Dependent Connectivity Shapes Continual Learning by Synaptic-Resource-Delimited Separation of Neural Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast and Accurate Probing of In-Training LLMs' Downstream Performances
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GlyphAnchor: Enhancing Visual Text Rendering via Position-Anchored Glyph Priors
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RIZZ: Routing Interactions to Near Zero-Interference Zones for Continual Adaptation of Black-Box Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Failing to Falsify: Evaluating and Mitigating Confirmation Bias in Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safeguarding Mutual Correction in Source-Free Domain Adaptation via Cut Statistics
[
Slides]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Offline Inverse Reinforcement Learning with Unified Diffusion Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agents as Neuro-Symbolic Reasoners: Path Feasibility Reasoning for Precise Static Bug Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TraceGuard: Defending Multi-Turn Jailbreak Attacks via Prompt-Response Risk Signal Tracking
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Source-Causal Control of Historical Context in Longitudinal Radiology Report Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ResKV: Residual-based Channel-wise Unstructured Pruning for KV Cache Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Epigenomics-Guided Flow Matching for 3D Genome Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StreamPI: Streaming Multimodal Temporal Modeling for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MESSENGER: Memory-Enhanced Sequential Scene Flow Estimation via Autoregressive Next-Frame Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Behavior Pack Optimization for Video MLLM Post-Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Med-Agentic: Distilling Agentic Medical Reasoning with Internalized Meta-Capabilities
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ROAD: Rule-Grounded Context-Aware Open-World Driver Anomaly Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FracEncoder: Towards Adaptive Cognitive Trajectories via Fractional-Order Context Encoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Consistent Bayesian Spatial Domain Partitioning Using Predictive Spanning Tree Methods
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Recognition Finetuning can Reverse and Prevent Emergent Misalignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProAlign: Progressive Positional and Prototype-Guided Alignment for Aerial-Ground Person Re-Identification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Deployable Causal Action Geometry under Temporal Non-Stationarity
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SCDBench: A Benchmark for LLM-Based Smart Contract Decompilers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Shaping Useful Noise: Energy Distributions Predict Visual Pretraining Quality
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CURE: Coupled User-Grouped Reinforcement Learning for Cross-Domain Recommendation with Non-Overlapping Users
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Expert Knowledge to Optimization Modeling: Prototype-Based Data Synthesis and Logical Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Policy-Level Exploration for Coordinated Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PACE: Partial-state Amortized Constraint Editing for Neural Combinatorial Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning CLI Agents with Structured Action Credit under Selective Observation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compute Allocation Under Model-Provider Competition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniSimulator: Aligning Small Language Models for Authentic Heterogeneous Behavior Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrAction: Action Recognition with Sparse Trajectories
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CLeaR: A Unified Framework for Resolving the Leakage–Degradation Dilemma in Style Transfer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RSPReg: Reliability-aware Structural Prototype Learning for Point Cloud Registration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Diffusion Policy Fine Tuning with Latent Noise Representation Bridging
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MODULE: A Mutual-Promoting Deep Unfolding Framework Towards Degradation-Robust Multi-modal Image Fusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Leaderboard Hacking: Preference-Based Model Evaluations are Vulnerable to Manipulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CORA: Per-Slice Coherent Orthogonal Rotation for SVD-based Low-Rank Adaptation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EviSAM3: Evidence-Driven SAM3 for Referring Remote Sensing Image Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SVG-3D: Mining Decision Boundaries with Generative Splatting Priors for Zero-Shot 3D Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReGuidance: Diffusion Steering with Strong Latent Initializations Solves Hard Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Fair Division Meets Reordering Buffers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Useful Is Cross-Domain Generalization for Training LLM Monitors?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Sparsity of Direct Preference Optimization: Weight Disentanglement in the NTK Regime
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Coupled Guidance for Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Regret-Optimal Wasserstein-Robust Regression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Structured LLM Framework for Inorganic Material Synthesis Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EmbodiedObject: All-in-One Object Understanding with SLAT
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agnostic Online Learning with Reliable Abstention
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GIST: Gauge-Invariant Spectral Transformers for Scalable Graph Neural Operators
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Refactoring Code Through Library Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MorphGen: Controllable Cell-Image Generation with Biological Representation Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DC-ViT: Modulating Spatial and Channel Interactions for Multi-Channel Images
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Path Dependence under Adaptive AI Delegation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closing the Approximation Gap in Simulation-free Latent SDEs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Autoregressive Learning in Joint KL: Sharp Oracle Bounds and Lower Bounds
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Coarse-to-Real: Generative Rendering for Populated Dynamic Scenes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Model-Aware Tokenizer Transfer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Generalizable Partially Relevant Video Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding Sample Efficiency in Predictive Coding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Gradient-Mine Units: Scorched-Earth Strategy for Model Protection against Unauthorized Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Steer2Edit: From Activation Steering to Component-Level Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Don't Waste Population: Post-Anneal Refinement for Combinatorial Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Contrastive Identification and Generation in the Limit
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Parallel Computation Algorithms and Convergence Guarantees for Mean-Field Langevin Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structural Entropy Optimized Communication for Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OCTOPUS: Optimized KV Cache for Transformers via Octahedral Parametrization Under optimal Squared error quantization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Fine-Tuning for Structured Sparsity Under Group Repartitioning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Looped Transformers with Layer Normalization Provably Learn the Power Method
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LoRaQ: Optimized Low Rank Approximation for 4-bit Quantization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attention Sinks as Spectral Spikes: A Mechanism Analysis of Gated Attention
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VoluCore: Spanning Teacher Representations with Volumetric Coresets for Data-Efficient LLM Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Instability and Stabilization of Blockwise Muon
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Where to Look Is Not How to Fix: Pre-Denoising Diagnostics and Modality-Dependent Control in Diffusion Composition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CompilerKV: Risk-Adaptive KV Cache Compression via Offline Experience Compilation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SLOPE: Optimistic Potential Landscape Shaping for Model-based Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Target-Aware Nuisance Shaping for Object Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HyperVQ: Enabling Hyperprior Entropy Modeling for VQ-Based Generative Image Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multilateral Resistance-Guided Graph Message Passing for Trade Flow Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Stepsizes for Eligibility Traces in Deep Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local Sparsity Enables Unsupervised LLM Safety Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Affine-Image Propagation for Tight and Scalable $\ell_{2}$ Neural Network Verification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Credit Assignment with Resets in Language Model Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Probabilistic Tiny Recursive Model
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond DSA: Conjugacy-based Comparison of Dynamical Systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Feeling of Knowing in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Flat Walks: Compositional Abstraction for Autoregressive Graph Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RigPAPR: Rig-Based Animation of Static Neural Point Clouds from a Single-View Video
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When to Adopt Model Updates
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Primal-dual Approach for Semi-Infinitely Constrained Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A2Eval: Agentic and Automated Evaluation for Embodied Brain
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SliceWorld: A Predictive and Controllable World-State Model for CT Report Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GenAI Evaluation Results are Largely Artifacts of Evaluation Design Choices: Evidence from Audit Studies of Resume Screening
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MobileMoE: Scaling On-Device Mixture of Experts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Static-Dynamic Disentanglement for Efficient Multi-Frame Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Origami as a Real-Image Benchmark for Procedural State-Transition Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SP$^2$ec: Adaptive Self-Speculative Decoding for Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DISCOVER: Online Variance-Guided Data Discovery for Budgeted Multimodal GRPO
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Frank-LoRA: Federated Rank-Aware LoRA for Fine-Tuning Large Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Colour me shocked: Exact Molecular Hessians from MLIPs in O(N) time using sparse differentiation!
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unified Forensic Preference Learning for Generalizable Synthetic Image Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing but Not Detecting: Privacy-Preserving Scene Text Attack via Hybrid Adversarial Policy Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agentick: A Unified Benchmark for General Sequential Decision-Making Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
pyCD: A Unified Benchmark for Reliable Evaluation of Cognitive Diagnosis Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Where Should Society Draw the Line? A Social Choice Approach to Collective Consent
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inverse Modeling for Laser Pulse Shape Design in Inertial Confinement Fusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seen-Constrained Model-Order Selection for Unknown-$K$ Generalized Category Discovery
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FairMT: Fairness for Heterogeneous Multi-Task Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AsdaKV: Attention-Overlap Driven Semantic KV Retrieval for Long-Context LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DirectUV: Image-Conditioned UV Texture Generation with Surface-Aware Positional Encoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NORA: Evaluating Grounded Reasonableness in Visual First-person Normative Action Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generative Modeling by Value-Driven Transport
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PGID: Progressive Guided Inversion and Denoising for Robust Watermark Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tell Me What To Learn: Generalizing Neural Memory to be Controllable in Natural Language
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Hard Is It for Message-Passing GNNs to Simulate One Weisfeiler-Lehman Color-Refinement Step?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SituRecBench: Evaluating Frontier Models as Situated Recommendation Assistants in 3D Environments
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SNACK: A Sequential Notation Framework for Probabilistic Graph Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Phase-wise MLLM Tuning for Multi-framework WebUI Code Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Loop-Free Inverse Reinforcement Learning via Sequential Value Recovery
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Deriving Hyperparameter Scaling Laws via Modern Optimization Theory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Watermarking Game-Playing Agents in Perfect-Information Extensive-Form Games
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SkipSR: Faster Super-Resolution with Token Skipping
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GCD: Correcting Hidden-State Bias in Off-Policy Agentic RL
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Algorithms for Distributed Saddle Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniRAP: Towards Unified Part-level Physical Affordance Reasoning and Actionable Perception
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Differentially Private Consistent Clustering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WiREBench: Evaluating AI Agents' Capabilities in Reverse-Engineering Black-Box Applications in the Real World
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Scaling Laws of Skills in LLM Agent Systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training Quality Determines Efficiency Boundaries in Test-Time Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IndustryCode: A Benchmark for Industry Code Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributional Estimation of 3D Object Orientation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Surrogate Calibration for Transferable Adversarial Attacks against Black-Box MLLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Knowing When to Ask: Segment-Level Credit Assignment for LLM Tool Use
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Supervision Recovery for Time Series Anomaly Detection via Counterfactual Pairing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flow-Guided Target-Space Alignment via Path Consistency
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Strategic Causal Policy Learning: Welfare, Safety, and Fairness Thresholds
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Infrastructure to Interface, the AI Value Chain Drives LLM Homogenization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$R^2E$: A Role-driven Reward Evolutionary Framework for Automated Reward Function Design
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Panoptic Saliency Ranking
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local Guidance, Global Impact: Gaussian-Reshaped Trust Region Unlocks Behavior Transitions
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Semiparametrically Efficient Inference for Kernel Measures of Noise Heterogeneity
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Embodied Neurocomputation: A Framework for Interfacing Biological Neural Cultures with Scaled Task-Driven Validation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Weakly Communicating Average-Reward CMDPs: Strong Duality and Improved Regret
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Substrata: Know What You Don't Know
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position: AI Development Should Prioritize Cognitive Security
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DyJR: Preserving Local Policy Plasticity in Reinforcement Learning with Verifiable Rewards via Dynamic Jensen-Shannon Replay
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ParetoSlider: Diffusion Models Post-Training for Continuous Reward Control
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ZO-F2: Low-variance Fisher preconditioner via bilinear estimation for zeroth-order optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IPIBench: Evaluating Interactive Proactive Intelligence of MLLMs under Continuous Streams
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FAME: Forecasting Academic Impact via Continuous-Time Manifold Evolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
eSAM: Editing SAM3 Attention for Training-Free Referring Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Action Reparameterization for Efficient Agent Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Characterizing Scientific Image Utility and Upgradability
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training-Free Task Vectors for LLM Behavioral Control
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Delay-Embedded Representations for Robust Saccade Classification in Noisy Oculographic Signals
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Subspace Perturbation for Heterogeneous Federated Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Accuracy: A Diagnostic Benchmark for Hypothesis-Driven Experiment Planning in LLM Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking the Exactness Barrier: Interleaved DeepSeek Sparse Attention for Efficient Long Context Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Feasibility of Identity Manipulation for Diffusion-Based Face Privacy Preservation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrajEvolve: Trajectory Evolution for Reinforcement Learning with Hindsight Credit Assignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MvFFN: Multi-view Floor-Plan Feed-Forward Network for Unposed Wide-Baseline Panorama Layout Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Denoise First, Orthogonalize Later: Understanding Momentum in Muon via Spectral Filtering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SLIDERS: Systematic Reviews via Automated Evidence Synthesis and Reconciliation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Duality Models: An Embarrassingly Simple One-step Generation Paradigm
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HoTS: Homophily-Aware Temperature Scaling for Graph Neural Network Calibration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Uni-Synergy: Bridging Understanding and Generation for Personalized Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding and Mitigating Under-Confidence in GNNs from the Final Layer
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoE-Agent: Co-Evolving Patient-Doctor Agents via Interactive Policy Graph Optimization for Clinical Decision Making
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FinAl: Fine-grained Alignment for Detail-Preserving Medical Vision-Language Pretraining
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Local Geometric Analysis of Maximal Coding Rate Reduction via Error Bounds
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Practical Non-Stationary Graph Gaussian Processes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning-Augmented Approximation for Unrelated-Machines Makespan Scheduling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlowSteer: Towards Agents Designing Agentic Workflows via Reinforced Progressive Canvas Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LEVDA: Latent Ensemble Variational Data Assimilation via Differentiable Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Roll2Depth: Zero-Shot Metric Depth Estimation Exploiting Camera's Rolling Shutter Effect
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multiform Attack for Transferable Cross-Modal Person Re-Identification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ultra-DPO: Reimagining LLM Alignment as a Semi-Supervised Task
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hider–Seeker Self-Play: Geometry-Verifiable Process Rewards for Long-Horizon Visual Search
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generation-Drift-Guided Block Pruning for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SIRAS: Sibling-Relative Advantage Shaping for Reinforcement Learning from Verifiable Rewards
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FaithfulFaces: Pose-Faithful Facial Identity Preservation for Text-to-Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rank-Constrained Adaptation for Reliable Real-World Performance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Open-Ended Scientific Discovery and the Social Dynamics of Evolving Agent Networks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tree-Structured Synergy of Large Language Models and Bayesian Optimization for Efficient CASH
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking the Quality–Privacy Tradeoff in Tabular Data Generation via In-Context Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Hierarchical Tokenization Framework for Voxel-Level fMRI Representation Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Novel Schur-Decomposition-Based Weight Projection Method for Stable State-Space Neural-Network Architectures
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CPSea2: Composing Terminal Geometries for Structurally Diverse Cyclic Peptide Binder Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Riemannian Admissibility Flow for Offline-to-Online Safe Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LoCo: Selective Local Competition for Discriminative Open-Vocabulary Multi-Label Recognition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
JMed48k: A Multi-Profession Japanese Medical Licensing Benchmark for Vision-Language Model Evaluation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EVIDENT: Routing MLLM Adaptation through Entity-Grounded Visual Evidence for Cross-Domain Video Temporal Grounding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OASIS: Online Adaptive Steering for In-Training Safety of LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CellMSA: Context Modeling for Single-Cell Representation Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Non-Convex to Strongly Convex: Curvature-Adaptive FTPL for Online Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Code Review Bench: An Automated Benchmark for Evaluating the Software Factory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Anatomy-Preserving Unpaired Medical Image Translation via Shared Latent Anchoring
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mechanistic Circuit Identification for Controllable Data Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Pixel Space: Frequency-Domain Uncertainty Estimation for Structure-Aware Diffusion Guidance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tango3D: Towards Alignment for Global and Local 2D-3D Correspondence
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Voxel as Token: A New Perspective for Zero-shot Cross-subject Vision Decoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Axiomatic Analysis of DPO and NLHF as Reference-Dependent Probabilistic Voting Rules
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RadarMAE: Injecting Physical Inductive Biases into Masked Autoencoders for Advanced Radar Object Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Log-Likelihood, Simpson’s Paradox, and the Detection of Machine-Generated Text
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Filter Banks: from Low-Rank Representations to Deep Models for Efficient Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual-ERM: Reward Modeling for Visual Equivalence
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Accelerating LLM Pre-Training through Flat-Direction Dynamics Enhancement
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Extremely Sparse-View Computed Tomography from 2D Projections via Pose-Aware Diffusion Priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Conditional Gradient Sliding: Projection-Free and Line-Search-Free Acceleration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inferring how internal brain state shapes neural responses with state-dependent diffusion models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Codebook-Guided Cross-Modal Knowledge Distillation for Structurally Heterogeneous Features
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Continuous Personalized Diffusion Model via Spinor-Component Forward Geometry
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IDEA: Unwrapping Visual Black-box Models by Interaction Decomposition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Preference-Guided Adaptation for Open-Vocabulary Semantic Segmentation via Prompt Disagreement
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SwitchLingua V2: Agent-Driven Code-Switching via Digital Clones
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ManipulationRAG: Retrieval-Augmented Fine-Grained Manipulation of Object Functional Parts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Predicting What Changes: Causal Delta World Models for Risk-Aware LLM Agent Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Confidence Miscalibration in Open-World Semi-Supervised Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Measuring Layer-wise Intrinsic Dimensionality of FFNs in LLMs via PCA
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
D$^2$Quant: Accurate Low-bit Post-Training Weight Quantization for LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Forgetting Has Neighbors: Localized Collateral Forgetting in Machine Unlearning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive LLM Routing for Multi-Turn Conversations with Continuously Evolving User Queries
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A systematic evaluation of vision-language models for observational astronomical reasoning tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiscoverPhysics: Benchmarking LLMs for out-of-the-box scientific thinking
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Circuit-Level Knowledge Distillation for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M-plicits: Neural Implicit Surfaces via Nested Multiscale Residuals
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Scalable Egocentric HOI for Humanoids: Benchmarking Whole-Body Dexterous Interaction with Tactile Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond MNIST: Limitations of Amplitude Encoding on Quantum Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Should Remain After Forgetting? Rethinking LLM Unlearning as Predictive Posterior Correction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VistaQA: Benchmarking Joint Visual Question Answering and Pixel-Level Evidence
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attention Transfer Is Not Universally Effective for Vision Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Graph Retrieval Become Answer-Supporting Evidence? A Diagnostic Audit of GraphRAG
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memorization Is Folding: Topological Signatures of Noisy-Label Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RepoZero: Can LLMs Generate a Code Repository from Scratch?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Evaluation of LLMs via Dyadic Designs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Biconvex Formulation for Stable Transport of Mixture Models with a Unique Solution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ForceLDM: A Force-aware Latent Dynamics Model for Contact-Rich Manipulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AEON: Unifying Video and 3D World Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TESLA: Native 4D Gaussian Splatting Generation with Temporally Structured Latents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Rubric Generation for Improving LLM Judge and Reward Modeling for Open-ended Tasks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simple yet Effective Semi-supervised Knowledge Distillation from Vision-Language Models via Dual-Head Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Full-Atom Cyclic Peptide Design via Test-Time Scaled Autoregressive Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LR-V2X: Loss Resilient Collaborative Perception under Low-Bandwidth Communication
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Language-Assisted Image Clustering Guided by Discriminative Relational Signals and Adaptive Semantic Centers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MaskSense: Confronting the Visual Exploration Trap in Masked Image Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Aleatoric-Epistemic Dichotomy of Uncertainty is Meaningful and Indispensable for Machine Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProEdit: Inversion-based Editing From Prompts Done Right
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Counterfactual Online Conformal Prediction Under Adaptive Logging
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CITE: Anytime Valid Statistical Inference in LLM Self-Consistency
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adversarial Risk in the Generative AI Era Necessitates Dropping the Small Epsilon Ball
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Compression and Targeted Perturbation: A Unified Framework for Generalized Audio Deepfake Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Academia and Industry: A Comprehensive Benchmark for Attributed Graph Clustering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Nonlinearity of Learning Rate Scaling for LLM Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Geometric Perspective on Reward Function Updates in Inverse Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhysVista: Benchmarking Physical Intelligence in VLMs via a Perception-Reasoning-Assessment Loop
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Provably Efficient Regularized Online RLHF with Generalized Bilinear Preferences
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tracing Psychometric Inference in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Frequency‑Aware Flow Matching for Continuous and Consistent Robotic Action Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Iterative Latent Refinement for Value Learning in Offline Goal-Conditioned RL
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive and Neutral Theory of Evolution Strategies for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MOCHA: Discovering Multi-Order Dynamic Causal Structure in Temporal Point Processes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Foveal-Mamba: Inside-Out Ring Scanning with Recurrent Offset Prediction for Visual State Space Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intrinsic Information Theoretic Analysis of ReLU Nets
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Plausible Biomolecular Structure Prediction via Physics-informed Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pygmalion: Bridging Reconstruction and Generation in Sparse Voxel-based 3D Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Shared-Noise Mechanisms for Verifiable Differentially Private Counting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing Through the Chain: Understanding and Mitigating Hallucinations in Multimodal Large Reasoning Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Causal learning with the invariance principle
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ElegantVLA: Learning When to Think for Efficient Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometric Prompt-Trajectory Planning for Test-Time Scaling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BodyBench: Evaluating Adversarial Image Defenses Against AI Nudification Inpainting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IntegrityBench: Can LLMs Be Trusted as Co-Scientists? A Research Integrity Benchmark
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldSR: Harnessing World Knowledge Search for Grounded Image Super-Resolution
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mixture of Probes: Learning with Privileged Modalities in Multimodal LLMs Through Probing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FiTS: Interpretable Spiking Neurons via Frequency Selectivity and Temporal Shaping
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Nature of Attention Sink that Shapes Decoding Strategy in Omni-LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Edit-R2: Context-Aware Reinforcement Learning for Multi-Turn Image Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Time Is It? How Data Geometry Makes Time Conditioning Optional for Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Narrowing the Collaboration Gap, Probably
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MIRAGE: Adaptive Multimodal Gating for Whole-Brain fMRI Encoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Modeling Whole-Slide Images as Dynamic Tumor Microenvironment Fields
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RSQ: Learning from Important Tokens Leads to Better Quantized LLMs
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Revisiting The Power of Closed-Form: Robust Deep Image Prototype Discovery via Scale Mixtures
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoManifold: Agentic Design of Data Visualisation Algorithms via Manifold Embedding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mixture-of-Experts for Online Matrix Completion on a Drifting Union of Subspaces
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Does the Brain See? Multiview Neural Representation to Demystify the Brain-Visual Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Solver-Aware Decompositions for Programming-by-Example: When Dividing Requires Knowing how to Conquer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Era of Agentic Organization: Learning to Organize with Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Shepherd: A Runtime Substrate Empowering Meta-Agents with a Formalized Execution Trace
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SAVeR$^2$: Reasoning-based Safety Alignment for Large Reasoning Models via Verifiable Rewards
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MedKIT: Evaluating Knowledge Integration and Generalization in Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GPA: Generative Population Annealing for Test-Time Sequence Design with Pretrained Generative Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Information Loss of Multi-Token Prediction: Origin and Solution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual Harness: Grounding Multimodal Reasoning in Physics Engines
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Explaining and Preventing Alignment Collapse in Iterative RLHF
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact Posterior Score Estimation for Solving Linear Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HOPE: Hand-Object Pressure Estimation from Monocular Videos
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Much is Left? LLMs Linearly Encode Their Remaining Output Length
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Step Likelihood-Ratio Correction for Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Generalist Graph-Level Anomaly Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diff-Kalman: Difference-Driven Learning for Structure-Preserving Kalman Filtering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CryoAtlas: A Large Curated Dataset and Unified Benchmark for Cryo-EM Atomic Model Building
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NARRA-Gym for Evaluating Interactive Narrative Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mind the Gap: The Divergent Rebound Dynamics of Diffusion and Autoregressive Model
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LDM-is-AE: Latent Diffusion is an Intrinsic Auto-Encoder for End-to-End Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decoupling is the Key: Scaling Deep Value Networks in Reinforcement Leanring
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ALETHEIA: A Multi-Frequency Eddy Current Pulsed Thermography Dataset for Neural Operator Learning in Nondestructive Testing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Working with AI: Measuring the Applicability of Generative AI to Occupations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Recoverability of Causal Relations from Bulk Gene Expression Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Claw-Eval: Towards Trustworthy Evaluation of Autonomous Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intrinsic-Preserving Schrödinger Bridge for Direct Part-Aware 3D Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMCompass: Diagnosing Position Bias in Generative Multimodal Reward Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Designing Cell-Type-Specific Regulatory DNA with Guided Discrete Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrackFish3D: Self-Supervised 3D Tracking of Schooling Fish from Multi-view Videos
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unified Noise Steering for Efficient Human-Guided VLA Adaptation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
QB-Highlights: Quality-Guided Budgeted Highlight Detection in Videos with Dense Query-Relevant Moments
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Uncertainty Quantification of Least Squares Estimator for Generalized Orthogonal Procrustes Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MM-SCALE: Evaluating Evidence-Grounded Moral Judgment in Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Proprio: Latent Self-Scoring and Inference-Time Refinement for Physically Plausible Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Post-Hoc Uncertainty Quantification in Operator Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Self-Supervised Electrophysiology Representation Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldComposer: Generative High-Fidelity Simulation with Digital Cousins for Generalizable Robot Learning and Evaluation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Debiasing Random Oblique Projections for Subsampled OLS and Fast CUR in High Dimensions
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TopoCurve: Geometry-Aware Topology Reasoning via Bézier Curves in Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reviewer Scores Are Not Comparable Across Research Areas in ML Peer Review
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Concentrated Gradients Amplify Forgetting: Dominant-direction Projection for Continual Multimodal Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DynEdit: Dynamic Entropy-Guided Sequential Editing for Large Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoDataBench: How Far Are LLM Agents from Autonomously Engineering Post-Training Data Pipelines?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SLS-Bench: A Benchmark for Incident Log Summarization with Synthetic Observability Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HetCCL: Efficient LLM Training on Heterogeneous Vendor GPUs
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CTE-Bench: Audited Counterfactual Trace Evaluation for Stateful Software Simulators
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ContinuLoc: Continuous Pose Inference over Neural Fields for UAV Geo-Localization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
APPSolver: Adaptive Patch Partitioning for Point-Wise Ship Flow Prediction on Unstructured Meshes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sanity Checks for Sparse Autoencoders: Do SAEs Beat Random Baselines?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FairSplit: Decomposing the Embedding Space for Fair Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Does Compression Imply Generalization? A Minimum Description Length Perspective
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Long-Term Risks of Risk-Based Allocation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tool Verification for Test-Time Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Code2World: A GUI World Model via Renderable Code Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NyoomFloat12: Accelerating LLM Inference via Lossless 12-bit Weight Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Reflexivity Threshold: A Phase Transition for Multi-Agent Performative Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Stratified Multi-Rater Evaluation of LLM-Based Virtual Standardized Patients with a Deployed Data-Generation Platform
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exposing Private Corpus Leakage in Multimodal RAG
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FUTON: Fourier Tensor Network for Implicit Neural Representations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Query as Budgeting for Tiny Object Detection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ParaPC-FM: Accelerating Parallel Sampling via Principled Initialization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can We Trust Item Response Theory for AI Evaluation?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DynamicRad: Content-Adaptive Sparse Attention for Long Video Diffusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Long Does Infinite Width Last? Signal Propagation in Long-Range Linear Recurrences
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust PAC Learning of Concurrent Stochastic Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Scientific Claim Stability Framework for Evaluating MRI Morphometry Pipelines
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MARS: Enabling Autoregressive Models Multi-Token Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Echoes in Filter Bubble: Diagnosing and Curing Popularity Bias in Generative Recommender Systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Tasks Quantize Equally: Fisher-Guided Quantization for Visual Geometry Transformer
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Principled Efficient Rollout Allocation in Test-Time Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TPRL: Adaptive Visual Token Pruning in LVLMs via Language-Guided Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reinforced Fast Weights via Next-Sequence Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
In-Context Learning Can Help Vision Language Models Overcome Training Prior
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VL-DocIR: A Benchmark for Vision-Based Long Document Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Baton: Explicit Semantic Blueprints for Joint Video-Audio Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StableAvatar: Ultra-Long Audio-Driven Avatar Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributionally Robust Listwise Preference Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STRABLE: Benchmarking Tabular Machine Learning with Strings
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TPO: Tri-level Distributionally Robust Learning for OOD Direct Preference Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CycleSpectra: Cyclic Motion Spectra for Phase-Queryable 4D Cardiac Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Selection: Token Parameterization for Extreme Visual Token Compression
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Foresight-over-Graph: Reasoning Beyond Local Horizons for Knowledge Base Question Answering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bayesian Backprop as Belief Propagation: Single-Pass Predictive Uncertainty
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRPO: Perception-Reinforced Policy Optimization via Token-Level Dynamic Advantage Reshaping
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PICID: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Don't Discard Your Rollouts: Reusing Teacher RL Traces for Student Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pixels over Symbols: Sensory Realism Improves Behavioral Alignment in Models of Cognition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prediction-Powered Inference Across Many Tasks for AI Evaluations and Social Science Research
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlowMAS: Learning Multi-Agent Workflow Topology via Information-guided Generative Flow Network
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Holistic EvoLution via Intrinsic eXchange for Unified Multimodal Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ATI-VLA: Action-Centric Predictive Vision–Language–Action Models via Actionable Alignment Then Adaptive Injection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FLASH: Efficient Visuomotor Policy via Sparse Sampling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Long-Horizon Agency Belongs in the Harness, Not the Context Window Only
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VAMIRec: Value-Aware Memory Intervention for Continual Recommendation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How to Interpret Agent Behavior
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intend, Reflect, Refine: An Adaptive Multimodal Reflection Framework for Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SWE-Crafter: Scaling Executable Multilingual Software Engineering Data with Meta-Skill Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
State-Resolving Attention for Length-Extrapolating Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MVVBench: Benchmarking 4D Reasoning in Vision-Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WirelessMathBench-XL: A Contamination-Audited Benchmark for Wireless Mathematical Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TALES: Text-Adventure Learning Environment Suite
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EMERGE: A Benchmark for Updating Knowledge Graphs with Emerging Textual Knowledge
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$\mathbf{\mathtt{MAD\text{-}Bench}}$: How Do Multimodal Agents Deceive You?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Concept-Aware Wasserstein Routing with Vision-Language Guidance for Few-Shot WSI Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stage Light is Sequence$^2$: Multi-Light Control via Imitation Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VisualWorldBench: A Fine-Grained Multi-Task Benchmark for Evaluating Visual World Knowledge in MLLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Structure-Aware Higher-Order Message Passing Framework on Walk States for Graph Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Are LLMs Good at Feature Engineering? Evidence from a Controlled Synthetic Benchmark
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Trust What Matters: Language-Conditioned Evidence Routing for Video-IMU Action Question Answering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EnterpriseBench: Evaluating LLM Agents on End-to-End Spreadsheet Tasks in Finance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Differentiable Interior-Point Method in Single Precision
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Universal Black-box Attacks on Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Outlier-Robust Multi-Output Gaussian Processes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Models Designed to Forget: Machine Unlearning via Key Deletion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniSelect: Dynamic Modality-Aware Token Compression for Efficient Omni-modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Universal Byte-Level Encoding: UTF-8/UTF-16 Routing to Reduce Cross-Script Token-Budget Disparities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Vietnamese Legal Knowledge of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OverLay++: Dense-Overlap Layout-to-Image Generation Dataset
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Two Stages of Folding: Convergent Mechanisms in AI Protein Folding Trunks
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TopoScope: A Graph-Scoped LLM Agent for Printed Circuit Board Schematic Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluating Test-Time Scaling of General LLM Agents
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Measuring Collapse and Correction in Homogeneous-Panel LLM Debate
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Block-Wise Differentiable Sinkhorn Attention: Tail-Refinement Gradients with a Gap-Aware Dustbin Bridge
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VTBench: Disentangled and Human-Aligned Evaluation for Image-Based Virtual Try-on
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Contrastive Thinking Decoding: Steering Answer Generation in Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prism Attention: Proposal-Refined Index Sharing Mechanism for Efficient LLMs Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DriveStreamBench: Evaluating User-Conditioned Watch-and-Notify in Streaming Driving Video
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Assessment of Human vs. Model Uncertainty in Soft-Label Learning and Calibration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AgenticVBench: Can AI Agents Complete Real-World Video Production Tasks?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Open Vocabulary Domain Unlearning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Toward Semantically-Consistent Tuning-Free Customization for Rectified Flow Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OpenSanctions Pairs: A Large-Scale Dataset for Pairwise Entity Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pathway-Aligned Regulator Tokens for Interpretable Spatial Gene Expression Prediction from Histologyatial Transcriptomics Prediction from Histology
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mamba Can Learn Low-Dimensional Targets In-Context via Test-Time Feature Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Patch4Patch: Restoring Structural Connectivity in Patch-based Vision Encoders
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unveiling Entropy-Performance Decoupling in Agentic RL for Tool-Integrated Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Concord-SLAM: Cross-Render Concordance for Boundary-Native Semantic Gaussian SLAM
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How does feature learning change the function space evolution?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exploration via Exploitation: The Blessing of Reward Diversity in Personalized Federated RL
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Are Multimodal Predictions Biologically Supported? A Diagnostic Evaluation Framework
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding the Surprising Generalization Properties of Tabular Foundation Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Auditing Instruction Robustness in Vision-Language-Action Models via Diversity-Aware Red Teaming
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynthHair: Leveraging MetaHumans for a High-Quality 4K Hair Matting Dataset
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MSCR: Jointly Balancing Modality Utilization and Discovering Synergistic Information
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inter-domain Inference for Gaussian Process Variational Autoencoders
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Otter Weather: Skillful and computationally-efficient medium-range weather forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RedVLA: Physical Red Teaming for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reward-free Pretraining for Reinforcement Learning via Occupancy Coverage Maximization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flipping Bits, Not Gradients: Sharpness-Aware Minimization Directly on the Boolean Hypercube
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Model Capacity Determines Grokking through Competing Memorisation and Generalisation Speeds
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Federate the Router: Learning Language Model Routers with Sparse and Decentralized Evaluations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniMoE-World: A Unified Mixture-of-Experts Architecture for Scalable Multi-Control Video Generation World Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Kind of Diffusion Models Do We Need in Online Reinforcement Learning?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding Schedule-Free Methods in Nonconvex Optimization: Rate Guarantees and Escaping Saddles
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond World-Frame Action Heads: Motion-Centric Action Frames for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MechParser: A Vision-Language Framework for Parsing Chemical Reaction Mechanism Diagrams
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AtomWorld-Mem: Memory-Restored World States for Long-Horizon Atomistic Evolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Chain-of-Thought Oversight Should Not Treat Faithfulness as Monitorability
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PANDA: Prior-guided Attentional Dual-path Architecture
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OHATP: Graph Anomaly Detection with Orthogonal-Hyperspherical Augmentation and Topology Perception
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Instance-Dependent Bandit Convex Optimization in One Dimension
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
mmLIP: mmWave Radar-Language Interactive Pretraining via Point Confidence
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoupledFlow: One-Step Neural Operators for Coupled Multi-Physics PDEs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RevengeBench: Reverse Engineering Code-Space Policies from Behavioral Experiments
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attending on Attention ($A^2$): Smaller Self-Supervised ViTs Localize Better Than Larger Ones
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scalable Adaptation of 3D Geometric Foundation Models via Weak Supervision from Internet Video
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Enigma of Artificial Reason: Investigating the Production-Evaluation Gap in Large Reasoning Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REINS: A Self-Evolving Agent Harness for Real-Time Trajectory Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLMs Show No Signs Of Individuated Metacognition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compute-optimal data scaling for neural surrogates via multi-fidelity training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When do Prophets Profit in Prediction Markets?
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Realtime-VLA FLASH: Speculative Inference Framework for Diffusion-based VLAs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pessimistic Latent Task-aware Optimization for Robust Offline Meta-Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Theory of Spatial Continuous Attractors in Hopfield Energy Landscapes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TTVidT: Decoupling the Temporal Axis for Efficient Motion-Centric Video Pretraining
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniSpace: Efficient Geometry Awareness for Autonomous Vehicles MLLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LoMo: Local Modality Substitution for Deeper Vision-Language Fusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generating in the Limit with Infinitely Many Hallucinations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Group Perspective Matters: Regulating Debate Relationships Can Mitigate Blind Conformity in Multi-Agent Debate
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Denoising Wrapper: A Modular Post-Processing Framework for Noisy First-Order Optimizers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhGPO: Pheromone-Guided Policy Optimization for Long-Horizon Tool Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Black-Box Reduction from Regret to Multi-Level Coverage
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Forecasting Downstream Performance of LLMs With Proxy Metrics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Two Drifts, One Principle: Conflict-Aware Spectral Consolidation for Multimodal Continual Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimizing Agent Tool-Use via Trajectory-based Insight Evolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Walking Through 3D Spaces: Spatial Routing for Referring 3D Gaussian Splatting Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Causal Configuration for Networked Systems via Doubly Robust Steady-State Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GoT: A Game-Theoretic Approach to the Game of Twenty Questions
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NSARM: Next-Scale Autoregressive Modeling for Robust Real-World Image Super-Resolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Surface Recovery Is Not State Recovery: Pressure–Recovery–Relapse in Multi-turn LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Riemannian Flow Matching for Geometry-Grounded 3D Foundation Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Character Mixing for Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reward Modeling for Multi-Agent Orchestration
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Natural Language Actor-Critic: Scalable Off-Policy Learning in Language Space
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Unified Memory Adaptation for LLM Agents: Textual, Latent, and Parametric Pathways
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Boosting Off-Policy RLVR with Data-Centric Replay
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Risk-Controlled Post-Processing of Decision Policies
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Causal Inference for Sequential Settings under Interference and Latent Confounding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IADR: Interface-Augmented Neural Operator for Phase-Field Mean-Curvature Flow
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Symplectic Parallel Scan: A Neural Hamiltonian Framework for Accelerated Scientific Simulation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldPrism: 3D Consistency for Video World Models via Bidirectional Cross-Space Verification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Train the Agent, Not the Expert: Learning to Harness Heterogeneous Experts for Multi-Turn Visual Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tree-Guided Identify Then Exploit: A Unified Framework of Pure Exploration and Regret Minimization for Dueling Bandits
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
μLM: Rethinking Sub-100M Language Models through Memory-First Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FRESCO: A Novel Consistency Control for Asynchronous Pipeline Parallel Training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MENDR: Manifold-Embedded Neural Data Representations for Channel-Agnostic EEG Foundation Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Hard is it to Rig a Benchmark? A Social Choice Analysis of Leaderboard Robustness
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hydra-DP3: Frequency-Aware Right-Sizing of 3D Diffusion Policies for Visuomotor Control
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Groups to Rings: Causal Evidence for Algebraic Decomposition in Grokked Transformers
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VideoMDM: Towards 3D Human Motion Generation From 2D Supervision
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ExpLang: Improved Exploration and Exploitation in LLM Reasoning with On-Policy Thinking Language Selection
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Joint protein, mRNA, DNA sequence design and optimization with nucleotide-level Potts models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EventPrune: Cascaded Event-Assisted Token Pruning for Efficient First-Person Dynamic Spatial Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attention Itself Could Retrieve. RetrieveVGGT: Training-Free Long Context Streaming 3D Reconstruction via Query-Key Similarity Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simulation-free Unbalanced Dynamic Optimal Transport with General Growth Penalty
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TwinFlux: One-Step Discrete-Continuous Flow for End-to-End Autonomous Driving
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CPA: Efficient and Stable FP4 RL Training via Cross-Precision Alignment
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reduced Cost Influence Functions for Predict-then-Optimize under Noisy Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DySurface: Consistent 4D Surface Reconstruction via Bridging Explicit Gaussians and Implicit Functions
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Sequence and Structure with Unified Domain Adaptation for Drug-Target Interaction Prediction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Random Neural Network Expressivity for Non-Linear Partial Differential Equations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GPA: General Principled Framework for Linearizing Softmax Attention via KV Cache Approximation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CausalDriveBench: Evaluating Causal Reasoning in Vision-Language-Action Models for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Poisoning Attacks on LLMs Require a Near-constant Number of Poison Samples
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PepDDG: Peptide–Protein Binding ΔΔ𝐺 Prediction via Information Channel Decomposition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MHWA: Multi-timescale Hierarchical World-Action Model
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LogSig-SSM: Time-Series Modelling with Multi-Scale Log-Signature Compression for State-Space Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRIME: Poincaré return induced measure for learning partially observed dynamical systems
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LAPLEX: The FFT of Learnable Laplace Kernels
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmarks Are Not Atomic: Composition-Aware LLM Evaluation using BenchHub
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SimpleEvol: Efficient Intelligence Conversion via Less Human Prior in Automated Heuristic Design
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Selective Off-Policy Reference Tuning with Plan Guidance
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tokens-per-Parameter Coverage Is Critical for Robust LLM Scaling Law Extrapolation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InformedXRD: Reproducible Benchmarks and Physics-Informed Evaluation for Powder Diffraction Symmetry Classification
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Volatility-Whitened Probabilistic Residual Modeling for Long-Term Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TailFix: Mitigating Error Accumulation and Correcting Tail Deterioration in Long-Horizon Forecasting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Align Generative Appearance Priors for Fine-grained Image Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Symmetry Guarantees Statistic Recovery in Variational Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GenRM-Flow: Generators are Process-aware Reward Models in Flow Matching
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fiedler-Regularized Causal Discovery for Sparse Connected DAGs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LINK: Learning to Localize from Known to Unknown Scenes
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sharper Regret Bounds for Shampoo
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structured Transforms for Low-Overhead Quantization of Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast-Slow Evolutionary Occupancy Prediction via Controlled Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Canopy: Tree-Aware Rollout Scheduling for Agent Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Does Your Neural Network Extrapolate? Feature Engineering as Identifiability Bias for OOD Generalization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Planning Persuasion, Not Utterances: Profile-Conditioned Open-Loop Search for Dialogue Strategy
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Budget-Conditioned Clipping Policies for Differentially Private Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PlasticMem: Adding Temporal Reasoning to Diffusions for Consistent Long Video Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CASQRec: Collaborative-Adaptive Semantic Quantization for Multimodal Recommendation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DualSteer: Dual-Space Steering for Robust Jailbreak Mitigation of Large Vision Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NEXUS: Neural Energy Fields for Physically Consistent Contact-Rich 3D Object Dynamics
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SEAD: Competence-Aware On-Policy Distillation via Entropy-Guided Supervision
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniFlow-Audio: Unified Flow Matching for Audio Generation from Omni-Modalities
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynin-Robotics: Omnimodal Unified Diffusion Vision-Language-Action Model
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
High-probability Convergence of Gradient Methods under Markovian Stochasticity
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unifying Contrastive and Generative Objectives for Visual Understanding and Text-to-Image Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ChronosAlign: A Large-Scale, Updatable Benchmark for Decomposing Temporal Alignment in LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast-dLLM++: Fr\'{e}chet Profile Decoding for Faster Diffusion LLM Inference
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient SAM 3 Adaptation for Multi-Class Semantic Segmentation via Dense Competitive Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM: Principal Subspace Alignment for Parameter-Efficient Fine-Tuning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Realistic Conversational Multimodal Instruction Following
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Refining Compositional Diffusion for Reliable Long-Horizon Planning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Propagation of Chaos in Contextual Flow Maps
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Characterization of Latent Variable Causal Models Consistent with Observational Data
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prospective Hindsight: Self-Calibrating Reinforcement Learning via Prediction–Reality Gaps
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing or Rationalizing? Scene-Evidence-Guided Chain-of-Thought for Faithful 3D Multimodal Reasoning
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
V1-Inspired Dynamic Vision System: A Bio-Plausible Video Embedding Framework with Decoupled Shape–Color Pathways and Long-Range Spatiotemporal Perception
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conditional independence and graphical models for rankings
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Steering Vector: Flow-based Activation Steering for Inference-Time Intervention
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reweighted Flow Matching via Unbalanced Optimal Transport for Label-free Long-tailed Generation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cortically-Resolved Recurrent Architecture for fMRI
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generalization Without Compression Penalty: A Stability Analysis of Error Feedback
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Platonic Defense: Backdoor Defense for Self-Supervised Encoders in the Era of Large Scale Pre-training
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GMOS: Grounding Moving Object Segmentation in 3D Space and Time
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Enhancing Agentic Code Localization with Traceability Recovered from Repository Evolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Fractured Interlingua: Geometric Bottlenecks in Cross-Lingual Knowledge Editing
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prompting Diffusion Models for Zero-Shot Instance Segmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Augmented Equivariant Mesh Networks for Anatomical Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StateTree: Enhancing Long-term Dialogue Reasoning via Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Releasing Anchors from Cross-View Correspondence: Probabilistic Multi-View Anchor Graph Clustering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On-Policy Counterfactual Influence
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BEAKER: An Expert-Curated Benchmark for Embodied Brains in Self-Driving Chemical Laboratories
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Defense-as-Skill: Evolving Runtime Guard Skill for Skill-Augmented Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local FDR Membership Inference Attacks: Multiple Testing and the Role of Ridge Regularization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MIRA: Reinforcing Multimodal Reasoning via Deceptive Contextual Augmentation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Metric Depth Estimation from Arbitrarily Degraded Low-Resolution Depth Prompts
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PhyTS: A Benchmark for Scientific Time Series
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
High-Dimensional Conditional Independence Testing via Random Projection Aggregation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemoryFusion: Cross-Temporal Memory Learning for Multimodal Video Fusion
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adversarial Corpus Selection to Attack Subgraph Matching based Graph Retrieval
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PDE-PFN: Prior-Data Fitted Neural PDE Solver
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Universal and Efficient Computation with 2D Attention
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FAUST: Federated Asynchronous Update with Staggered Timescales for Low-Communication Foundation Model Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SteadyThought: Mitigating LLM Under-Thinking via Thought-Level Preference Optimization
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting
[
Poster]
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Asymmetric Invertible Threat: Learning Reversible Privacy Defense for Face Recognition
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training Language Models to Explain Their Own Computations
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attention-based Routing for Interpretable Multimodal Brain Encoding
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ACD-GS: Asymmetric Curvature-aware Densification for 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemCoRe: Recovering Evidence from Progressively Compressed Factual Knowledge for Agent Memory
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pygmalion Effect in Vision: Image-to-Clay Translation for Reflective Geometry Reconstruction
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Nahual: A Sequence Model for Language and Atoms
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Estimating Model-Level Membership Inference Vulnerability Without Reference Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CoTs as Probabilistic Programs: A Programmatic View of Thinking Step-by-Step in Language Models
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Information Loss and Disparate Effects in Network Embeddings
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AlphaPROBE: Alpha Mining via principled retriveval and on-graph biased evolution
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Guided Data Generation for Understanding Model Behavior
[
OpenReview]
Poster
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PoEM: Predicting New RL Outcomes from Existing Policies
[
OpenReview]
Session
Thu Dec 10 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 6
Town Hall
Thu Dec 10 05:00 PM -- 06:00 PM (AEDT) @ Darling Harbour Theatre None
Town Hall
Affinity Event
Thu Dec 10 06:30 PM -- 11:30 PM (AEDT) @ Room 152 (95 theatre) None
Queer in AI and {Dis}Ability in AI Workshop at NeurIPS 2026
Affinity Event
Thu Dec 10 06:30 PM -- 08:30 PM (AEDT) @ Room 152 (95 theatre) None
Muslim in ML (Social event in venue - 2hs)
Paris Invited Talk
Thu Dec 10 06:30 PM -- 07:30 PM (AEDT) @ Grand Amphithéâtre None
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