(2070 events) Time zone: Conference local time zone
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Break
Wed Dec 09 08:30 AM -- 09:00 AM (AEDT) None
Coffee
Affinity Event
Wed Dec 09 09:00 AM -- 05:00 PM (AEDT) @ C2.2 & C2.3 None
Queer in AI and {Dis}Ability in AI Workshop at NeurIPS 2026
Sydney Invited Talk
Wed Dec 09 09:00 AM -- 10:00 AM (AEDT) @ TikTok Entertainment Center None
The Better AIngels of our Future
Break
Wed Dec 09 10:00 AM -- 10:30 AM (AEDT) None
Coffee & Snacks
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
STParOpt: An End-to-End Framework for Execution-Aware Parallelism Inference and Optimized CUDA Migration
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continuously-Augmented Hybrid Masked Diffusion Model for Data Imputation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differentiable Cluster Discovery in Temporal Graphs
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SciHazard: A Benchmark for Measuring Scientific Safety Risks with Decomposed Harm Scoring
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LAPrune: Logits-Aligned Scoring Proxy for KV Pruning via Vector Quantization
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Track4D: Representing Dense 3D Tracking for Video Diffusion Models
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aegis: Generative Gradient Masking for Privacy-Preserving Medical Federated Learning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Semantic Consistency for Open-Vocabulary Dense Perception
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exact Flow Linear Attention: Exact Solution from Continuous-Time Dynamics
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Path Samplers via Sequential Monte Carlo
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contribution-Aware Structured Sparsity for Model Merging
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coherence-Aware Transition-Intent Fusion for LTL Planning under Uncertain Semantic Maps
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anchoring Physiological Invariance, Expanding Domain Plasticity: Prior-Stabilized Dynamic Adaptation for Continual rPPG Measurement
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HoloGene: Learning to Lift Sliced Spatial Transcriptomics to Holistic 3D Gene Fields
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PACO: Partial-order-Augmented Continuous Optimization for Differentiable Causal Discovery
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SphereVAD: Training-Free Video Anomaly Detection via Geodesic Inference on the Unit Hypersphere
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pose6DAug: Physically Plausible Multi-View Object Swapping for Robot Data Augmentation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Internal Growth Function: A More General PAC Framework for Scenario Decision Making
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LPS-Bench: Benchmarking Safety Awareness of Computer-Use Agents in Long-Horizon Planning under Benign and Adversarial Scenarios
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking the Mixture of Vision Encoders Paradigm for Enhanced Visual Understanding in Multimodal LLMs
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Data Scaling: Representation-Centric Pre-training for Vision-Language-Action Models
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MindGuard: Guardrail Classifiers for Multi-Turn Mental Health Support
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Optimal Transport Plans Via Autoregressive Token Regression
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SceneShifter: Training-free Multi-Scene Temporal Control for Audio-driven Human Animation
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Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Retrieval-Augmented Diffusion Modeling for Stochastic Discount Factor Portfolios
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Transferable Cross-Day Representations for Few-Shot Neural Decoding
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Entropy Guided Dynamic Patch Segmentation for Time Series Transformers
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond High and Low: Evaluating Graded Cognitive Diversity in LLM Persona Simulations
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stability and Generalization in Looped Transformers
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Spatial-Domain Supervision: A Relation Constrained Space for Multi-Modal Image Fusion
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RoutingBench: Can Agentic Routing Analysis Scale to Production Datacenter Networks?
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Communication-Efficient Federated Learning of Latent Patient Representations from Multi-Institutional EHRs
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Truncate Bad, Upweight Good: BoN-Style Distillation via Rank-Based Classification
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Does Cutout Benefit Out-of-Distribution Generalization?
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flow Equivariant State Space Model
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond One-Size-Fits-All: Diagnosis-Driven Online Reinforcement Learning with Offline Priors
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OccStress: Stress-Testing the 4D Occupancy Forecasting Chain
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Failure Profiling and Reachable Trajectory Selection for Reasoning Distillation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgentWeave: Efficient Distributed Agent Serving via Flow Decomposition
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Federated Concept-Based Models: Interpretable models with distributed supervision
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Toward Executable Multi-framework Front-end Code Generation with Self-Correction
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
N-vium: Mixture-of-Exits Transformer for Accelerated Exact Generation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spherical Bayesian Experimental Design for Active View Selection in 3D Gaussian Splatting
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variable-Length Generative Protein Design via Generalized Poisson Flow
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
I2V-DETACH: Source Grounding Detachment for Unauthorized Image-to-Video Generation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Literati: Towards Anytime Optimal Shape Generalized Trees via AO*
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On-Policy Consistency Training Improves LLM Safety with Minimal Capability Degradation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Crossing the Validation crisis: Cross-validation reduces benchmarking variance surprisingly well
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards
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Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Encoder Accumulation: Measuring Encoder Roles in Multi-Encoder VLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Interleaved Latent Thinking and Adaptive Termination for Efficient Reasoning LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Hierarchical Patch Splitting Policies for Faster Vision Transformers
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deformable 2D Gaussian Splatting
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Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reliable Federated Multi-View Learning via Conflict-Aware Evidence Calibration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Graph Mamba Operator: A Latent Simulator for Interacting Particle Systems
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seirênes: Adversarial Self-Play with Evolving Distractions for LLM Reasoning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Topology-Aware Optimal Transport for Source-Free Test-Time Adaptation in Anomaly Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
REGATE: Confidence-Calibrated Integration of Temporally-Aligned Exogenous Texts for Dynamic Graphs
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FluxFlow: Conservative Flow-Matching for Astronomical Image Super-Resolution
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Slides]
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hyper Hawkes Processes: Interpretable Models of Marked Temporal Point Processes
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simmer: A Scalable Pretraining Recipe for Video-Text Encoders
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discovering Structurally Plausible and Interpretable Cognitive Models with Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral Feedback for Test-Time Alignment of Protein Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Safety-Aware Latent Space Reasoning in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reformulating KV Cache Eviction Problem for Long-Context LLM Inference
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MURPHY: Feedback-Aware GRPO with Retrospective Credit Assignment for Multi-Turn Code Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LaMo: Self-Supervised Latent Motion Priors for Physical Realism in Video Generation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Less is More: Compact-Token Masked Feature Learning for Skeleton Representation Learning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Graph Learning from Label Proportions using Topology-Aware Pseudo Labeling and Aggregation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient One-Step Diffusion Restoration Model with Compact Token Compression and Linear Attention
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attack-Inference Aligned Universal Adversarial Attacks on Video Object Segmentation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TrunkFish: Making Model Width Incrementally Refinable
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RoboProcessBench: Benchmarking Process-Aware Understanding in Visual-Language Robotic Manipulation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What to Forget in Unlearning? Forget Set Curation for Language Models
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simple yet Effective Budget-Feasible Procurement Auctions for Submodular Welfare Maximization
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Coarse-to-Fine Autoregression over Hierarchical Discrete Codes for Molecular Graph Generation
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Selective Critique for Cost-Aware LLM Agents in Long-Horizon Decision Making
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Intent to Evidence: A Categorical Approach for Structural Evaluation of Deep Research Agents
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NS-VLA: Towards Neuro-Symbolic Vision-Language-Action Models
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StiCAS: Compositional Activation Steering via Stiefel Manifold Coordinate Transport
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AR1-ZO: Topology-Aware Rank-1 Zeroth-Order Queries for High-Rank LoRA Fine-Tuning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MUSS: A Multi-scale and Sequence-based Model for Single-cell Gene Regulation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Measuring Weak-to-Strong Legibility of Reasoning Models
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Autonomous Continual Learning for Environment Adaptation of Computer-Use Agents
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Patch Rebirth: Fast and Transferable Model Inversion of Vision Transformers
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PiD: Fast and High-Resolution Latent Decoding with Pixel Diffusion
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergent representations of graphical structure in mechanistic neural models of causal judgment
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DECEIVE-AFC: Adversarial Claim Attacks against Search-Enabled LLM-based Fact-Checking Systems
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Walking the Hypercube: Unbiased Quantum Partition Functions Without the Matrix
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tools as Continuous Flow for Evolving Agentic Reasoning
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Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Better Language Models Require Better Domain-Specific Inductive Biases
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ModelLens: Finding the Best for Your Task from Myriads of Models
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TopoPrune: Robust Data Pruning via Unified Latent Space Topology
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reward-Estimated Hypergradient for Bilevel Reinforcement Learning with Black-Box Follower
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FENet: Functional Embedding Neural Network for Change-Point Detection in Functional Time Series
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reading the Unreadable: Text-Aware Image Super-Resolution Needs Reasoning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can Pixels Alone Reveal Image Origin? Minimax Limits and Learnable Interfaces for Passive Provenance
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MAGE: All-[MASK] Block Already Knows Where to Look in Block Diffusion LLM
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GenCOPE: Syn2Real Generalized Category-Level Object Pose Estimation for Robotic Picking
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Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TrioPose: Native Triple-Stream Diffusion Transformers for Pose-Guided Text-to-Image Generation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unlocking Compositional Generalization in Continual Few-Shot Learning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlashPlanner: Real-Time Goal-Conditioned Flow-Matching Planning for Autonomous Driving with Online RL Fine-Tuning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ANCHOR: Audio-Visually Grounded Chain-of-Thought Reasoning Benchmark
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Global Importance Estimation for KV Cache Eviction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaTree: Serving-Aware Adaptive Tree Construction for Speculative Decoding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Spectral Capacity: An Architectural Quantity from Network Specification Alone
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Quantitative Assessment of Crystal Structure Prediction
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Natural-Language-Guided Protein Generation for Ligand-Binding Design
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Control-Augmented Autoregressive Diffusion for Data Assimilation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Interactive 4D Volumetric Liquid Forecasting under Moving-Solid Interaction
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GEAR: Bridging the Planner-Actor Gap via Gradient-Aligned Policy Extraction
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RaPD: Resolution-Agnostic Pixel Diffusion via Semantics-Enriched Implicit Representations
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Importance-Weighted Operator Learning Under Probability Measure Shifts
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FalconPerception-HD: High Density Perception via Reinforcement Learning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Where to Look: Observation Policy Optimization for Thinking with Images
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exploiting Negative Multi-Cluster Structure in Class-Wise Embeddings for Weakly Supervised Multi-Label Learning
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CORAL: Learning Amyloid Fibril Ligand Docking with Cooperative Binding Rewards
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Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rectifying Categorical Flows on Statistical Manifolds for One-Step Generation
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Forecasting Microbial Dynamics: Evaluation Protocol and Prior-Spectrum Benchmark
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decide Before You Record: Heterogeneity-Guided Pre-Acquisition Stimulus Selection for Cross-Day Neuroprostheses
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MINT: Meeting-time INdicators for Truncation in Multi-Step Off-Policy RL
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Proportionality in Ranking Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Settling Pure Differentially Private Covariance Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TAPIOCA: Why Task- Aware Pruning Improves OOD model Capability
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Full-Duplex Speech-Motion Model for Dyadic Interaction
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AT-SKM-Net: An Accelerated Trainable Sampling Kaczmarz-Motzkin Framework for Linear Hard-Constraint Feasibility on Dynamic Graphs
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reformulating Neural Operators in $d+1$ Dimensions for Embedding Evolution
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RepoMirage: Probing Repository Context Reasoning in Code Agents with Perturbations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Token by Token, Compromised: Backdoor Vulnerabilities in Unified Autoregressive Models
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Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model
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Poster]
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OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Subprocess-Constrained Markov Decision Processes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
State of Thought Enables Endogenous Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
F2G-Pose: Geometry-Aware Foundation Feature Lifting for Direct RGB-D Category-Level Object Pose Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Adaptive Explainer for Faithful Dictionary-Based Interpretability under Distribution Shift
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking LLM Fine-Tuning via Weight Space Reparameterization: Preserving Safety during Downstream Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Permutation Sensitivity in t-SVD-based Multi-view Clustering
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Where Do Long Captions Fail? Position-Aware Diagnosis and Reinforcement Learning for Detailed Image Captioning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EgoTac: In-the-wild Tactile Prediction from Egocentric Vision
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stabilizing RL+Search for Imperfect-Information Extensive-Form Games
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EpiStream: Utility-Aware Temporal Abstraction for Dense-Action Streams
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MemTailor: Hierarchical Memory-Augmented Multi-Expert Learning for Long-Tailed Recognition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic Abstention: Do Agents Know When to Stop Instead of Act?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ENGINE: Endogenous Variational MultiScale Optimization for Zeroth-Order LLM Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VIGOR: Zero-Shot Visual Generalization via Latent-Space Consistency in Model-Based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Words That Make Language Models Perceive
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamic Convolutions Improve Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scalable Minimal-Change Learning for Controllable Image Editing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TriBet: Relative E-values for Online Machine-generated Text Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sampling-Based Safe Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Asymptotically Log-Optimal Bayes-Assisted Confidence Sequences for Bounded Means
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Gated Simplicial Propagation for Node Classification in Multimodal Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Joint Optimization of Tool Creation and Use for Large Language Model Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SD-LoRA: Training-Time Structural Distillation into LoRA for Few-Shot Vision-Language Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Evaluation of LLM Performance with Statistical Guarantees
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GAMMA: Scalable 4D Gaussian Reconstruction Model for Novel View Synthesis of Monocular Videos
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLMs as MDP Designers: A Dependency-Aware Agentic Framework for Automated Robot Policy Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HiLoRA: Adaptive Hierarchical LoRA Routing for Training-Free Domain Generalization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Extracting Governing Equations from Latent Dynamics via Multi-View Contrastive Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mechanisms of Misgeneralization in Physical Sequence Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding Model Reprogramming: A Reachability and Relabeling Perspective
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trainable Topology Supervision under Structurally Unreliable Pseudo Supervision
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Expanding the Role of Diffusion Models for Robust Classifier Training
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
3D Molecule Generation from Rigid Motifs via $\mathrm{SE}(3)$ Flows
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hydra-X: Native Unified Multimodal Models with Holistic Visual Tokenizers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Detect, Explain, Interpret: An End-to-End Benchmark for Time Series Anomaly Detection, Explainability and Interpretability.
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Halt Fast! Early Stopping for Certified Robustness
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GUARD: Scalable Gradient-based Unlearning with Adversarial Robustness Defense
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stitched Value Model for Diffusion Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GADMVP: Adaptive Few-Shot Graph-Level Anomaly Detection with Multi-View Structured Prompting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A New Perspective on Target-Conditioned Structural Dynamics for Link Prediction in Dynamic Graphs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DriveWAM: Video Generative Priors Enable Scalable World-Action Modeling for Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trie-Aware Transformers for Generative Recommendation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reconfiguring Procedural Knowledge for Compositional Robot Skill Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FoundSurface: Feedforward Ray-Based 3D Scene Surface Reconstruction from Unposed Images
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Optimizers for Large Language Model Pretraining
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LiSA: Lifelong Safety Adaptation via Conservative Policy Induction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Counting without Scale: Scale-Consistent Error Correction for Crowd Counting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sharpness, Stability, and Step-Size Scaling in Deep Polynomial Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generating Physically Consistent Molecules with Energy-Based Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Unified Framework for Adversary-Aware Differential Privacy Bounds
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Follow the Regularized Leader Does Not Converge in Constrained Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Generation to Restoration: Residual Diffusion for Neural Channel Decoding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Differential Vector Erasure: Unified Training-Free Concept Erasure for Flow Matching Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Rate-Distortion-Polysemanticity Tradeoff in SAEs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Auditing Privacy Leakage in Tabular Foundation Model Embeddings
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RADIUM: RadioActive Decay of Image-Underlaid Marks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BankerToolBench: Evaluating AI Agents in End-to-End Investment Banking Workflows
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Internal Evaluation of Unsupervised Anomaly Detection Algorithms with Explanation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OS-Omni: A Cross-Platform Benchmark for Generalist Computer-Using Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fixed-Point Reasoning: Stable and Adaptive Deep Looped Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedPsy: State‑of‑the‑Art Small Medical Language Models for Efficient Edge Deployment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion-warm sampling of the XY model enables fast thermalization at scale
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Cohort INRs Encode, and Where to Freeze Them
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reset Dependence Is Embodied: Training Protocol Changes Which Morphologies Appear Optimal
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uncovering the latent structure of interwoven population and temporal codes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
S2D: Sparse-To-Dense Keymask Distillation for Unsupervised Video Instance Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CSBench: A Comprehensive Benchmark for Evaluating Project-Level System Construction in Computer Science
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attention Alignment Between Humans and Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Model Distribution-Aware Multimodal Dataset Distillation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Git Context Controller: Manage the Context of Agents by Agentic Git
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ECG Dataset with Multi-Expert Annotations and Delineations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast and Consistent Structure Learning in Graphical Models via Approximate Cross-Validation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Independent Latents, Robust Neural Operators
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Wasserstein Gradient Flows and Forward-Only Diffusion Are Not Enough for Multimodal Sampling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Process-conditioned Pretraining with Topographic Spatial Retrieval for Large EEG Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trust, but Don’t Verify: Epistemic Blind Spots in LLM Source Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Off-Policy RL for Video Generation via Forward-Consistent Reward Matching
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Register Anything Model for Generalizable and Robust Point Cloud Registration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAGE: Semantically Disentangled Representation Learning through Latent Geometry Constraint and Large Language Model
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Uniform Detection: Adaptive Hallucination Detection for RAG Across Response Regimes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Finding to Linking: Benchmarking and Advancing Cross-Long-Video Reasoning for Multimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Signal-Adaptive Trust Regions for Gradient-Free Optimization of Recurrent Spiking Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedVIGOR: Visual Evidence Internalization for Observation-Driven Reasoning in Medical VLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PEEK: One-Step Look-Ahead Exposure Bias Correction for Diffusion Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Taming the Tails: Why Distributionally Robust Optimization Needs New Theory for Imbalanced Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural-DISCO: Source-Conditioned Counterfactual Editing of Neural Population Activity
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OroPrecipBench: a km-scale benchmark for spatial precipitation downscaling over complex terrain
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SocialDirector: Training-Free Social Interaction Control for Multi-Person Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Best-of-$N$ Guidance for Test-time Diffusion Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symmetric Interventions for Eliciting Model Intent
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MM-IssueLoc: A Controlled Benchmark for Evaluating Visual Evidence in Multimodal Repository-Level Issue Localization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improved Robust Verifiable Federated Learning Based on Packed Secret Sharing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Grassmannian Geodesic Steering: Rank-Preserving Subspace Control for Inference-Time Alignment of Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Energy-Based Operator Learning in Function Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Context-Aware Generative Imputation for Robust Multimodal Learning in Missing Modality Scenarios
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PR-Smoother: Simulator-Preserving Non-Gaussian Smoothing for Data Assimilation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient and Accurate Zero Shot Generation of Symmetric Protein Complexes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WASD: Wasserstein-based Knowledge Distillation for Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Behavior Trees for Reinforcement Learning: Specifications as Rewards, Curricula, and Diagnostics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Foundation Complementary Learning Systems for Continual Test-Time Adaptation in Open-Vocabulary Semantic Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Does the Question Really Matter? Training-Free Data Selection for Vision-Language SFT
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VicEdit: Learning to Edit Videos from Visual In-Context Examples
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimized Minimal 4D Gaussian Splatting for Efficient Dynamic Scene Representation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Parallel-in-Time Training of Recurrent Neural Networks for Dynamical Systems Reconstruction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Environment-Robust Representation Learning with Empirical Bayes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emergence of Physical Intelligence via Controllable Information Production
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SpecLoR: Spectral Lookahead Rectification for Motion-Coherent Text-to-Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
X-AVDD: Cross-Attentive Audio-Visual Dataset Distillation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient bias mitigation in T2I diffusion models using Concept Graphs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
No More, No Less: Task Alignment in Terminal Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhysGuard: Fisher-Guided Gradient Projection for Sim-to-Real Neural PDE Surrogates
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gym-Anything: Turn Any Software into an Agent Environment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Z-AXIS: From Deterministic Ground to Agentic Depth for Enterprise Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Co-PiLOT: Constrained Physics-Informed Latent Optimization for Target-Driven Inverse Design
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tunable Latent Generative Priors for Compressed Sensing and Inverse Problems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Cost of Mismatch: Noise Amplification in Zeroth-Order Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SplineFlow: Flow Matching for Dynamical Systems with B-Spline Interpolants
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Expanding LLM Agent Boundaries with Strategy-Guided Exploration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Permit: Permission-Aware Representation Intervention for Controlled Generation in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Support Mismatch as a Benchmark Failure Mode for In-Context Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On Making $SE(2)$-Invariant Networks Optimal
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniGS: Unified Geometry-Aware Gaussian Splatting for Multimodal Rendering
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforce Adjoint Matching: Scaling RL Post-Training of Diffusion and Flow Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TokenRouter: Efficient Serving System for Token-Level LLM Routing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Surprising Effectiveness of Deleting Weights in LLM Reasoning and Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Menu-Based Mechanisms for Truthful Budget-Feasible Procurement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CHORD: Cross-Model Hallucination Detection via Relational Graph Discrimination
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Quantization Benefits of Residual-Free Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SteerVTE: Seamless Video Text Editing with Style and Glyph Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Re-evaluating Confidence Remasking in Masked Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Apple-$\pi$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Semantic Alignment: Geometric Incomparability in Multi-Oracle Soft Fusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ARK: A Dual-Axis Multimodal Retrieval Benchmark along Reasoning and Knowledge
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ScopeSAE: Model-Scope Feature Discovery with Interpretable Layer Selection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Failing Forward: Adaptive Failure-Informed Learning for Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unpacking the Evaluators: How Configuration Shapes the Evaluation of Alignment in Explainable AI
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DIAL: A Bounded-Monotone Adapter with Closed-Form Residual $L_\infty$ Bounds for Scalar-Controlled Refusal Modulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Edit the Bits, Diff the Codes: Bitwise Residual Editing for Visual Autoregressive Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Marrying Optimal Transport and ODEs for Unified Continuous-Time 4D Reconstruction and Tracking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unifying Partner and Environment Diversity to Improve Human-AI Coordination
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SheafStain: Sheaf-Theoretic Schr\"odinger Bridge for Spatially and Biologically Coherent Virtual Staining
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoupled Optimization for Teacher-Student Semi-Supervised Learning via a Pioneer Student
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BoxTuning: Object-Aware Visual Prompting for Multimodal Model Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Displacement Geometry Captures Platonic Shared Reality Across Models and Modalities
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Isharah-Selfie: Continuous Sign Language Recognition Dataset for One-handed Signing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Task Success Is Not Enough: Side-effect-Aware Evaluation of Tool-Using Language Model Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
QDMouse4M: A Multi-View 3D Mouse Spontaneous Behavior Dataset with Quantum-Dot Markers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trivialized Generative Models on Lie Groups
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
High-Dimensional Robotic Reinforcement Learning with Developing Synergies
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EEG Benchmarking Needs a Task Specification Layer: NeuroDoc for Rulebook-Guided, Executable Benchmark Construction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distribution-First Framework for Learning Risk-Sensitive Individualized Treatment Rules
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Is Your LLM-as-a-Recommender Agent Trustable? LLMs' Recommendation is Easily Hacked by Biases (Preferences)
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BiasTrojan: LLM Judgers Are Easily Distorted by Few Hundreds of Contrastive Biased Training Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Energy-Based Models from Stochastic Interpolants using Spatiotemporal Differences
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Generative Dynamics for 3D Molecule Generation via Sequential Neuro-Symbolic Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning to Ask: Metacognitive Action Policy for Large and Small Language Model Collaboration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
INEUS: Iterative Neural Solver for High-Dimensional PIDEs
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RealityTest: How People Probe AI Identity and Whether Models Disclose It
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Steering Fields: Adaptive Vector Fields for Safe Image Generation and Beyond
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SynDORBench: Evaluating LVLM Perceptual Robustness Under Physically Constrained Visibility Conditions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Are LLM Safety Judges Policy-Invariant? A Three-Principle Stress-Test
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LPG: Balancing Efficiency and Policy Reasoning in Latent Policy Guardrails
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Avoiding Obfuscation with Prover-Estimator Debate
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Exploring the Limits of Compositional Generalization in Vision-Language-Action Manipulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FrameSelect: A Unified Library for Video Frame Selection and Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Leveraging Data Symmetries to Select an Optimal Subset of Training Data under Label Noise
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Brittlebench: Quantifying LLM robustness via prompt sensitivity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Preventing Error Cascades in Long-Horizon Multimodal Agents with Edge-Reliability Graph Memory
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inside the Loop: A Mechanistic Study of Weight-Tied Transformers on Depth-Bound Algorithmic Tasks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HDL-RepoBench: Multi-Paradigm Repository-Level Code Completion for Hardware Design Languages
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distance Marching for Generative Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Rewarding Sequential Monte Carlo for Masked Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Large Language Models Enhanced Covariate-adjusted Response-adaptive Randomization Design
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Accelerating Neural Network Training with Augmented Koopman Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Slide P2V-Bench: A Cross-Domain Benchmark for Slide-Centric Scientific Paper-to-Presentation Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Visual Boundaries: Rethinking Scene Segmentation for Movie RAG
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reasoning-Aware IRT: Explainable Evaluation of Test-Time Scaling in Reasoning Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgroOmni: A Large-Scale Multi-view Agricultural Dataset for Cross-Scale Multimodal Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoT3DVG: A Benchmark for Outdoor 3D Visual Grounding with Motion-Aware Descriptions and Temporal Cues
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Integrating Strengths of Different Multi-Agent Workflows via Step-Aware Hybrid Topology Planning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training-Free Generative Sampling via Moment-Matched Score Smoothing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Practical Estimation of the Bayes Optimal Fairness-Accuracy Tradeoff with Soft Labels
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Enhancing Gaze Reasoning in Vision Foundation Models for Gaze Following
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Jointly Reinforcing Diversity and Quality in Language Model Generations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Joint EM Image Super-Resolution and Segmentation with Semantic and Structural Priors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Policy Optimization in Tabular MDPs: Data-dependent Regret under Unknown Transitions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Post-Hoc to Ante-Hoc: Consistently Explainable Semi-Supervised Time Series Classification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reliable Chain-of-Thought via Prefix Consistency
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedFlowBench: Auditing Medical Agents in Full-Study Workflows
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhyProbe: Rethinking Physical Consistency Evaluation in Generated Videos
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EasyLens: A Training-Free Plug-and-Play Subtle-Lesion Representation Amplifier for Medical Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CORAL: A Benchmark for Structure-aware and Brain-wide Neuron Reconstruction in Light Microscopy
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal heteroscedastic structure learning from incomplete temporal data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MAMQ-Net: A Robust Framework Leveraging Multi-level Tamper-aware Queries and Complementary Representations of Tampering Features for Progressive Image Forgery Localization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Visual-Advantage On-Policy Distillation for Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flash PD-SSM: Memory-Optimized Structured Sparse State-Space Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LogicSR: A Unified Benchmark for Logical Discovery from Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Memory Efficient Unified Algorithm for Online Learning of Linear Dynamical Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Matched-Budget Audit Framework for Recaptioned Image-Text Supervision Distributions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond the Node Barrier: Zero-Shot Strategy Planning for LLM Training on Super-Nodes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attention Sinks Induce Gradient Sinks: Massive Activations as Gradient Regulators in Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AVID: A 5T fMRI Dataset for Benchmarking Auditory-induced Visual Mental Imagery Decoding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Coordinates: Encoding Graph Structure via Contextual Distribution and Relational Similarity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposing how prompting steers behavior
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can 4D Foundation Models Remember?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PaLoRA: Paced Low-Rank Adaptation for Continual Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SayNext-Bench: Why Do LLMs Struggle with Next-Utterance Anticipation?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Combating Data Laundering in LLM Training
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CausalBind: Causal Modeling and Learning for Protein-Molecule Virtual Screening
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Full Fine-Tuning Is Not the Problem: Why Adam Fails and SGD Succeeds in Few-Shot CLIP Adaptation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Correctness: Robustness-Driven Evolutionary Self-Training for Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EntropyCache: Decoded Token Entropy Guided KV Caching for Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhysDNet: Physics-Driven Gradient Amplification for Real-Time Image Dehazing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Instrumental Choices: Measuring the Propensity of LLM Agents to Pursue Instrumental Behaviors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking CT Synthesis through Semantics-Structure Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Readiness-Aware Sample Selection for Noisy Labels with Class Imbalance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CivBench: A Long-Horizon Benchmark for Tool-Mediated Agents in Civilization VI
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoMamba: Geometry-Aware State Space Modeling for Image Restoration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Refinement as a Service: Algorithmic Predictor Refinement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AnchorRep: Defending LLMs Against Cross-Model Adversarial Transfer via Representation Repulsion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AlloGen: Conformation-Selective Binder Design with Differential State Scoring
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MonoChunk3D: Monocular Online 3D Instance Segmentation with Persistent Instance States
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlowLeak: Coverage-Guided Extraction of Dynamic Workflows in LLM-Based Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Noise-Started One-Step Image Super-Resolution via LR-Conditioned SplitMeanFlow and GAN Refinement
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProtGlycanDock: Towards Accurate Protein-Glycan Docking with Tailored Dataset, Benchmark and Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EP-Flow: Disordered Crystal Structure Prediction without Site-level Annotation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Weisfeiler-Leman Is Incomplete on Simple Spectrum Graphs, so Canonicalize Them
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TIDE: Trajectory-Aware Watermark Propagation for Text-to-Image Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training-Based Backdoors Are Not Cryptographic
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RAM-Net: Linear-Time Sequence Modeling with Sparsely Addressable State
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Escape the Context Manifold: Preventing DiT In-Context Editing via Conditional Flow Hijacking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Flow Matching from Viewpoint of Proximal Operators
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VAANI: Capturing the language landscape for an inclusive digital India
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
IRIS: Interpolative Rényi Iterative Self-play for Large Language Model Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Editing Large Language Models with Geometry-Aware Regularization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benchmark for Assessing Olfactory Perception of Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MorphSIG: Subject-Driven Image Generation via Decoupled Anchoring and Feature Transport
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Graph-Regularized Sparse Autoencoders for LLM Safety Steering
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SCHTs: A Semi-Structured Dynamic Sparse Training Framework for Hardware-Efficient Deep Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predicting Species Splits: A Challenging Fine-Grained Benchmark for Category Discovery
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Equivariant Spherical Transformer for Efficient Molecular Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KuaiRecV2: Benchmarking Large-Scale Continual Learning for Diversified and Multi-task Recommendation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Few-shot Task Learning via Compositional Concept Inference
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkiP: When to Skip and When to Refine for Efficient Robot Manipulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ToPA: Block-wise Toeplitz Adaptation for Expressive and Efficient Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Online Conformal Abstention for Factuality Control Under Adversarial Bandit Feedback
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ManipShield: A Unified Framework for Image Manipulation Detection, Localization and Explanation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Concept-Based Mechanistic Interpretability Needs a Concrete Evaluation Paradigm
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MMDiff: Multimodal Model Diffing for Feature Discovery and Control
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EDEN: Emergent Dynamics in Evolutionary Neural-networks for Robust Continuous Control
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM-enabled Applications Require Systematic Threat Monitoring
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Memory is Not Search: Towards Proactive, Lifelong Memory in AI
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can LLMs Reliably Grade Olympiad Proofs? A Controlled Study of Mathematical Verification with LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Semantic Residual: A Paired-Oracle Decomposition of LLM Multi-Agent Systems under Lossy Channels
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trustworthy AI Must Account for Interactions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spatial-temporal Attributes Enhanced Prompt Weighting and Fusion for Video Recognition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When to Trust Memory: Retrieval-Guided Probabilistic Spatiotemporal Forecasting under Distribution Shift
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Correspondence Pruning by Iterative Structural Rectification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VLMs Trace Without Tracking: Diagnosing Failures in Visual Path Following
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Explanation Multiplicity in SHAP: Characterization and Assessment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MOSAIC: Scaling Long-Horizon Language Agents via Multi-Scale Adaptive Inference Control
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SageSched: Efficient LLM Scheduling Confronting Demand Uncertainty and Hybridity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Semantically Complementary Spectral Views Learning for Graph-Level Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mult-DPO: Multinomial Direct Preference Optimization for Recommender Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Locating and Repairing Domain Shift in VLM Trajectory Planning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Is Complex Training Necessary for Long-Tailed OOD Detection? A Re-think from Feature Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning for Exponential Utility: Algorithms and Convergence in Discounted MDPs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Balanced Multi-Task Learning from an Optimality-Gap Perspective
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rest-Tuning: Data-Efficient Adaptation of EEG Foundation Models to Individuals via Resting-State Signals
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Too Aligned to be Real: Detecting AI-Generated Images via Cross-modal Alignment Shift
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Alignment Illusion in Multimodal Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Serving for Dynamic Agent Workflows with Prediction-based KV-Cache Management
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bridging the Modality Bottleneck in Pathology MIL through Virtual Molecular Staining
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bellman Residual Minimization for Control: Geometry, Stationarity, and Convergence
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MLAIRE: Multilingual Language-Aware Information Retrieval Evaluation Protocol
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bounds on Extrapolation across Phase Transitions with Generalized Regression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Medmarks: A Comprehensive Open-Source LLM Benchmark Suite for Medical Tasks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Non-Asymptotic Best Policy Identification Guarantees in Online Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hierarchical Adaptive Frame Sampling For Video Understanding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
KG-Guard: Graph-Based Hallucination Detection for Knowledge Base Question Answering
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Majority-of-Three is an Optimal PAC Learner
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Before Words, Beyond Speech: Evaluating Nonverbal Social Reasoning in Early Childhood
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry is an Operator: Lie-Algebraic Space Routing for View-Robust 3D MLLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation Localization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mental-Models for Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SOAR: Regression-based LiDAR Relocalization for UAVs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PipeFSDP: Efficient Pipeline Parallel under Fully Sharded Data Parallel for Large Language Model Training
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GenRec: Knowing Where to Reconstruct and Where to Generate
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Repurposing Video Diffusion Transformers for Cross-View Temporal Object Correspondence
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SatNav: A Scalable Benchmark for Long-Horizon UAV Vision-Language Navigation from Satellite Imagery
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LLM Is a Good Conditioner: End-to-End Sign Language Video Generation with VQ-Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FRInGe: Distribution-Space Integrated Gradients with Fisher–Rao Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PROBE: Learning to Audit Policy Compliance in Tool-Using LLM Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BrainEM: A Large-Scale and Diverse Benchmark for EM Neuron Segmentation in Connectomics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reliability-Coupled Manifold-Aware Diffusion for Missing-Modality Inference
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HiFloat4 Format for End-To-End Reinforcement Learning Post-Training of Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimizing Analytic Constants via AI-Guided Lean Proof Refinement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Understanding the Power and Limits of the Muon Optimizer: A River-Valley Perspective
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Benchmarks Design under Data Scarcity: From Coarse Labels to Diagnostic Evaluation of Biosynthetic Gene Cluster Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Chats to Markets: AgenticPay for LLM-Powered Negotiation in Multi-Agent Commerce
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symplectic Neural Operators for Learning Infinite Dimensional Hamiltonian Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Estimating Implicit Regularization in Deep Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robust Satisficing Ensemble: Scalable Model Aggregation Under Distribution Shifts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When to Inject the Target: Stage-Decoupled Guidance for Diffusion-Based Targeted Adversarial Attacks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pose-Free Feed-Forward 3D Inpainting via Learnable Mask Attention and Support Token Refinement
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Quantized Reasoning Models Think They Need to Think Longer, but They Do Not
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Region-Normalized DPO for Medical Image Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
JEDI: Real-Time Jailbreak Defense for LLMs via In-Generation Detection and Intervention
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Learning of Truncated Boolean Product Distributions: Influence to the Rescue
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Simplified Reversible Residual Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Block Catastrophe of Marginal Calibration in Certified Requirements Traceability
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Symb-xMIL: Symbolic Explanations for Multiple Instance Learning in Digital Pathology
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Boosting Graph Contrastive Learning via Manifold-Guided Representation Disentanglement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NeuroInk: Retinomorphic Spiking Sequence Modeling for Handwritten Text Recognition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NPCBench: A Clinical Apprenticeship Benchmark for Guideline-Constrained Care-Pathway Reasoning in Nasopharyngeal Carcinoma
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Missing Old Logits in Asynchronous Agentic RL: Semantic Mismatch and Repair Methods for Off-Policy Correction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PosterDuet: Co-Evolving Design Generation and Reward Optimization for Product Poster Synthesis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HOGWARTS: Mitigating Perspective Distortion for 6DoF Head Pose Estimation via Virtual Camera Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Benchmarking Is Just Feature Selection and Multiple Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Near-Optimal Learning in Parametric Bandits with Action-Dependent Coarsened Feedback
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Frontier Coding Agents Use Metaprogramming to Adapt to Unfamiliar Programming Languages
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ImmuVis: Hyperconvolutional Foundation Models for Imaging Mass Cytometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transformers Can Learn Multiclass Classification In-Context: Isotropy Governs Generalization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Below the Reliability Floor: Recovering True Success from Judge-Gated Loops
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Vision Token Pruning via Query-Vision Interaction Decomposition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Think Densely, Act Sparsely: Latent Expert Cognitive Chains for Vision-Language-Action Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Class-Incremental Learning via LoRA-based Elastic Ensemble of Experts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking Noise Shortcuts in Self-Supervised Learning via Noise-Aligned View Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Speech Tokenizers are Vulnerable: Transferable Semantic Attack and Robust Tokenizer
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Directional Noise Conditioning for Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MedMisBench: Measuring Epistemic Resilience of LLMs Under Misleading Medical Context
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedSOUL: Federated Continual Unlearning via Spectral Orthogonality
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AHPA: Adaptive Hierarchical Prior Alignment for Diffusion Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometric Gain Graph: Zero-Token Graph Construction for Multi-Hop RAG
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
V-LUMEN: Visual Lookup Memory for Embedding Scaling in Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Monroe: A Molecular Foundation Model for In-context Probabilistic Inference
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Block Sparse Flash Attention
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Single-Shot Conditioning: Test-Time Condition Refinement for Diffusion-Based Image Restoration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Evolutionary foraging in grids: Intermittent search emerges as an optimal strategy
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProMo3D: Probing Motion Cues in Frozen 3D Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Metropolis-Scale Road Network Datasets for Fine-Grained Urban Traffic Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Low-Rank Adaptation for Critic Learning in Off-Policy Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Collision‑Free Dispatch Policies for Route‑Wise Decision‑Dependent Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MACRO: Training-free Multi-plane Attention for Closeup Render Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FLoRA-Chef: Making A Good LoRA Recipe in Federated Generalization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaling Neural Motor Decoding via Decoupled Behavioral Pretraining
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Delve into the Applicability of Advanced Optimizers for Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LocalAgent: Collaborative Agentic Verification for Fine-Grained Instance-Level Consistency
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast Algorithms for the Label Propagation Operator on Signed Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding the Out-of-Distribution Generalization of Chain-of-Thought Reasoning in LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RL-Guided Temporal Localization for Dual-Channel Retrieval in Long-Horizon Agent Memory
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transferring Visual Explainability from Self-Explaining to Prediction-Only Vision Transformers via Task Arithmetic
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LookWhen? Fast Video Recognition by Learning When, Where, and What to Compute
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Achieving Better Local Regret Bound for Online Non-Convex Bilevel Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic Neural Architecture Search
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mix-Opt: Mixed Optimization for Memory-Efficient Personalization of Text-to-Image Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WavCIL: Wavelet Coefficient-Domain Invariant Learning for Dynamic Graph OOD Generalization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Slice Learning for AI-Generated Video Detection with 400× Fewer FLOPs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Unifying Perspective on Language Model Interpretability
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Graph Anomaly Detection via Shifted Augmentation with Dynamic Objective Scheduling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
In search of a definition of importance: Do attributions capture it?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distribution Matching Distillation without Fake Score Network
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bridging Safety and Performance in Autonomous Systems using Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Harmless in Pieces, Harmful in Motion: Detecting Multi-Agent Jailbreaks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Encoding RNA Topology into Synthetic Alignments for 3D Structure Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAFE-DRIFT: Data Selection for Supervised Fine-tuning with Controllable Off-Target Drifts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposing Effects in Neural Causal Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Addressing Sparse-Rewards in RL with Scalable Hierarchical Novel Eigen Options
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Search, Edit, and Fold: LLM-Guided MSA Optimization for Protein Conformation Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
HyperSkill: Training-Free Omnimodal GRPO via Hypergraph-Indexed Skill-Library Evolution
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ChainForge: Tool-Chain Hijacking Attacks against LLM Agents via Execution-Grounded Tool Synthesis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Alignment Curse: Modality Alignment Supercharges Audio Attacks via Text Transfer
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Querying Counterfactuals on Tissue Graphs with Supervised Disentanglement
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FLARE: Full-Modality Long-Video Audiovisual Retrieval Benchmark with User-Simulated Queries
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SympFNO: Structure-Preserving Fourier Neural Operators for Physical Surrogate Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
JRDB-AVR: An Active Visual Reasoning Benchmark for Embodied Agents in Real-World Environments
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ManifoldCache: Training-Free Diffusion Acceleration via Constraint Manifold Caching
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Jailbreaks Succeed in Diffusion Language Models: An Energy Landscape Analysis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EIHMR: Collaborative Human-Camera Estimation for Global Human Mesh Recovery
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FTerViT: Fully Ternary Vision Transformer
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Prediction: Steering VLM Agents with Retrospective World Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Embeddings for Preferences, Not Semantics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoME: Mixture-of-Memory Embeddings for Context-Aware Sparse Lookup
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhysFormer: Learning to Simulate Mechanics in World Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Differentiable 3D Scene Graph Metric via Contextual Hellinger Triplet Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Real or Fake: A Dual-Channel Authenticity and Reasoning Protocol for Photographic Assessment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
quanda: An Interpretability Toolkit for Training Data Attribution Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DAPS: Dependency-Aware Premise Selection for LLM Theorem Proving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Same Words, Different Judgments: How Preferences Vary Across Modalities
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ByteDistill: Cross-Tokenizer Distillation via Chunk-wise Byte-Level Distribution Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamic Model Merging Made Slim
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoPano: Towards Geometrically Accurate Panoramic 3D Reconstruction from a Single Panorama
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Geometry-Regularized Collapse Resistance via Consensus Enhancement for Federated Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PATH: A Dual Perspective for High-quality Text-attributed Graph Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Utility-Constrained Policy Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Ground False: Uncovering Errors in Formal Mathematics Benchmarks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Equilibrium Matching: Generative Modeling with Implicit Energy-Based Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neuronal Self-Adaptation Enhances Capacity and Robustness of Representation in Spiking Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Amortized-Precision Quantization for Early-Exit Vision Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
View Confidence Perception-Driven Incremental Prediction for Incomplete Multi-view Multi-label Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast-WAM: Do World Action Models Need Test-time Future Imagination?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Semantic Freedom Bottleneck for Domain-Generalized Multimodal Face Anti-Spoofing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Train-free Data Poisoning Attack against Retrieval-augmented Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Communication-Efficient Personalized Adaptation via Federated-Local Model Merging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Routers Freeze: Infinite Width Learning Dynamics for Mixture of Experts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SAGAS: Semantic-Aware Graph-Assisted Stitching for Offline Temporal Logic Planning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mental Health AI Must Move Beyond Diagnostic Prediction and Chat-Based Support: Toward Perspective-Aware, Multisensory Co-Experience
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning the Context of Errors: Black-Box Online Adaptation of Time Series Foundation Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hide to Guide: Learning via Semantic Masking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GLACIER: Rethinking Mass Spectrum Prediction as an Object Detection Problem
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Path-independent Flow Matching for Multi-parameter Generative Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Retrieval Heads Meet Vision: Uncovering How VLMs Locate and Extract Visual Information
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seeing Beyond the Next Step: World-Model-Guided Human-Like Navigation in Multi-Agent Scenes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Pairwise Supervision: Spectral Characteristic Matching for Data-Efficient Multimodal Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Not All Tokens Should Be Treated Equally: Context Credits Reassignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FLAME: Flow Enhanced Legendre Memory Models for General Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Overcoming Attention Distraction: Training-Free Latent Communication for Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Global Alignment: Structured Compositional Reasoning for Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ESSAM: A Novel Competitive Evolution Strategies Approach to Reinforcement Learning for Memory Efficient LLMs Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Retrieval-Centric Deep Learning in Growing Nonparametric Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Accelerated Image Editing via Consistency-Aware Source Token Pruning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Backtracking Search for Test-time Generative Video Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Correction as Transition Geometry: Internalizing Reasoning via Lifted State Policy Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LoReC: Rethinking Large Language Models for Graph Data Analysis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The SuperActivator Mechanism: Transformers Concentrate Reliable Concept Signals in the Tail
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Butterfly Effect in Reasoning: Branch-Structured Distributional Memory for Stochastic Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Inference-Time Vulnerability Beyond Shallow Safety: Alignment Along Generation Trajectories
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking State Tracking in Recurrent Models Through Error Control Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MIRAGE: Hierarchical MI-Surrogate Regulation for Graph Contrastive Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Atomic Trajectory Modeling with State Space Models for Biomolecular Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Modeling quantum neural network gradient with reinforcement learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Aligning Flow Map Policies with Optimal $Q$-Guidance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PriFT: Prior-Support Guided Token Reweighting for Supervised Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Few-Step Cofolding with All-Atom Flow Maps
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Step-by-Step Optimization-like Reasoning in LLMs over Expanding Search Spaces
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Discrete Neural Interlingua for Ontology-Agnostic EHR Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Structural Agnosticism: Stable-Rank-Guided LoRA for Structure-Aware Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Practical Adversarial Attacks on Stochastic Bandits via Fake Data Injection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Logarithmic Depth Suffices for In-Context Gradient Descent
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Component-Based Out-of-Distribution Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ConforFlux: Particle-Guided Trunk Repulsion for Diverse Protein Conformations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CRESiST: Self-Enhancing Exploritive Policy Learning for Simultaneous Speech Translation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Extraneous Cognitive Load in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GaitLingo: Self-Supervised Gait Representation Learning with Language Priors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Blocked Gibbs meets Diffusion Transformers: Unsupervised Learning for Constraint Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Auditing Correlated Failures in Frozen-Feature Pretrained-Encoder Pools for Medical Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WASP: Weakly Aligned Spatiotemporal Pairs for Fetal Brain MRI-Ultrasound Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OmniTraffic: A Controllable Generation Pipeline and Benchmark for Spatio-Temporal Traffic Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ViLo: LiDAR Localization with Vision-Language Priors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trustworthy and Efficient Map-free LiDAR Localization via Scan-Pose Alignment and Flow Matching
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Christoffel-DPS: Optimal sensor placement in diffusion posterior sampling for arbitrary distributions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UniForm: Segment-Aware GRPO for Joint Punctuation Restoration and Inverse Text Normalization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkillOS: Learning Skill Curation for Self-Evolving Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SO(3)-Equivariant Learning on CAD Boundary Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Fine-Tuning Objectives Shape Layer-Wise Information in LLM Hallucination Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MySign: A High-Fidelity Motion-Capture Dataset for 3D Sign Generation in Bahasa Isyarat Malaysia
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From Matching to Reasoning: Query-Aware Long Video Summarization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GeoWorld: A Geometry-First World Model for Reconstruction and Imagination
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhotoFlow: Agentic 3D Virtual Photography Missions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Magnifying What Matters: Attention-Guided Adaptive Rendering for Visual Text Comprehension
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Optimistic Dual Averaging Unifies Modern Optimizers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Plan2Sense: Open-World Task Planning in Epistemic States via Interleaved Ontic and Sensing Actions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FedIBS: Federated Vision-Language Adaptation via Intrinsic Bias Selection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Manifold-weighted neural networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Large-Scale Pretraining unlocks Few-Shot Prediction for Relational Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LoRAcles: Self-Supervised Weight-Space Interpretability at Scale
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Alignment Tax Concentrates in Output Projections
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Empowering Time Series Analysis with Large-Scale Multimodal Pretraining
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VidVec: Unlocking Video MLLM Embeddings for Video-Text Retrieval
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hit Expansion via Localized Exploration of Synthesizable Chemical Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Fine-Tuning Scheduler for Multi-Tenant Edge LLM via Convergence-Aware Bandits
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Norm Enforcement for AI Agents: Robustly Shaping Behavior in Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ResFusion: Medical Image Fusion Driven by Implicit-Forward Diffusion and Time-aware Joint Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pandora's AI Model Routing Box: Efficient Allocation with Costly Value Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Population-Aligned Persona Generation for LLM-based Social Simulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Context-Aware Autoregressive Image Generation for Emerging Reasoning Properties
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning From Failures: Efficient Reinforcement Learning Control with Episodic Memory
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WorldMemArena: Evaluating Multimodal Agent Memory Through Action–World Interaction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uncovering Semantic Hierarchies in Text-Attributed Graphs via Variational EM-based LLM–GNN Synergy
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OperatorSHAP: Fast and Accurate Shapley Value Estimation for Neural Operators
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mollifier Layers: Enabling Efficient High-Order Derivatives in Inverse PDE Learning
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
No Free Best-of-Both-Worlds Learning in Repeated Bilateral Trade
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TriSpec: Ternary Speculative Decoding via Lightweight Proxy Verification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-time Scaling for Diffusion Language Models with Frequency-Aware Remasking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Humans Correct Their Judgements Through Debate, but Weaker AI Models Not
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PHMForge: Evaluating LLM Agents on Industrial Prognostics through MCP-Native, Algorithm-Grounded Tools
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Energy-Tweedie: Score meets Score, Energy meets Energy
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attributions All the Way Down? The Metagame of Interpretability
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FAST-Brain: A Flow-Aligned Spatio-Temporal Surrogate Brain Model
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Focusable Monocular Depth Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Lemon: Evidence-Risk-Aware Adaptive Organization for Long-Horizon LLM Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Provable Joint Decontamination for Benchmarking Multiple Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalized Intention Modeling in Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PAMod: Modeling Cyclical Shifts via Phase-Amplitude Modulation for Non-stationary Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding the Effects of Hyper-Connections on Self-Attention Dynamics: A Bifurcation Analysis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning-Augmented Online Portfolio Selection: Optimal Robustness-Consistency Tradeoffs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Driver Attention as Competitive Allocation: A Scene--Task-Aware Dual-Branch Framework
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mask-Conditioned Gradient Masking for Fine-Tuning Mixture-of-Experts Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MegaStyle: Constructing Diverse and Scalable Style Dataset via Consistent Text-to-Image Style Mapping
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can AI Agents Synthesize Scientific Conclusions?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Echo-SAM: Zero-Shot Learning of Unseen Structures via Medical Knowledge Graph Grounding
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProQuant: Progressive Quantization-aware Training for Edge MLLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Matching-Based Few-Shot Semantic Segmentation Models Are Interpretable by Design
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Correct, Route, Calibrate: Efficient Preference Optimization from Noisy, Heterogeneous Human Feedback
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Model Transfer Attacks against Large Vision-Language Models via Model Diversity Enrichment and Stochastic Parameter Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SkillOrchestra: Learning to Route Agents via Skill Transfer
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
In-Context Benign Overfitting: A Feature-Selection Model in Linear Regression ICL
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
C2FT: Enhancing Fine-Grained Perception in MLLMs via Confuse-then-Contrast Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Augmented Lagrangian Predictive Coding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Generalised Linear Models in Deep Bayesian RL with Learnable Basis Functions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
UpSafe℃: Upcycling for Controllable Safety in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structural Blindness in Latent Data Assimilation: Representation Geometry Misleads Sensor Design
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EditBridge: Towards Faithful and Efficient Ultra-High-Resolution Image Editing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DecQ: Detail-Condensing Queries for Enhanced Reconstruction and Generation in Representation Autoencoders
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
STEMFly: Enhancing UAV Vision-Language Navigation via Sensor Grounding, Temporal Diversity and Episodic Memory
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ClusterSplat: Semantic Cluster Selection for 3D Visual Grounding in Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Dynamic-Probabilistic Consistency Gap in Chaotic Surrogate Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predicting Nothing Beats SAM 3: Revisiting Evaluation in Video Object Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reliability-Budgeted Edge–Cloud Adaptation for Continual Multimodal Dehazing on UAV
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Outcome Rewards: Process-Aware Optimization for Search Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Co-evolution: A "One-to-many" LLM Fine-Tuning Paradigm
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Multilingual Safety Alignment via Self-Distillation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Cost-Efficient Autoscaling for Latency-Constrained Disaggregated LLM Serving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conclusions from Circuit Extraction Depend on the Level of Description: A Controlled Comparison
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ComPose: When to Trust Hands for Object Pose Tracking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Continually Evolving Skill Knowledge in Vision Language Action Model
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Systematic Hazard Sampling: Minimal-Variance Inference for Discrete Diffusion and Flow Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NNCoxKL: Risk-Set Distillation from Probability-Free Prognostic Teachers for Deep Cox Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Verified-Source Authority Is Not Generic Sycophancy: Cue-Family Decomposition of LLM Compliance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Certification from Examples is Hard for Circuits and Transformers under Minimal Overparametrization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EAT: Eviction-Aware Training for Long-Context LLM Inference on Edge Devices
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SGEvolve: Semantic Gradient Guidance for LLM-Driven Evolutionary Search
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deep Barycentric Regression for Optimal Transport Map Estimation and its Statistical Optimality
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Joint Sequence--Vocabulary Selection for Efficient LLM Distillation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Eliciting Zero-Shot Named Entity Recognition in Large Language Models via Instruction Semantic Elaboration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DT-PBO: an Interpretable Tree-based Surrogate Model for Preferential Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bridging Scene Generation and Planning: Driving with World Model via Unifying Vision and Motion Representation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ProbMedTOD: A Bayesian Network Guided Task-Oriented Dialogue System for Patient History Taking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temperature-Regulated Stochastic Sampling for Diffusion-Based High-Quality Molecular Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Self-Supervised, Generalizable and Decomposable 4D Driving Scene Reconstruction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Claude Coke: Prevent Automated Crime by Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Noise-Regularized Training for Learned Image Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Locality Sensitive Hashing for p-Exponential Kernels with Applications to Density Estimation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$\mathrm{Bounded\mbox{-}RS}$: A Bounded Evaluation Protocol and Testbed for Representational Systematicity
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Brain Economy-Aligned Graph Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ALIGN-Rec: Continual Recommendation under Heterogeneous Unlearning Requests
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ST-Bridge: Bridging Sketch and Text with Large Language Models for Coarse-to-Fine Image Retrieval
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoreQ: Learning-Free Mismatch Correction and Successive Rounding for Quantization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DinoComplete: 3D Shape Completion with Distilled Semantic Priors and State Space Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond difficulties: Insights for provably efficient design of autocurriculum in RLVR
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SOAP-Bubbles: Effective and Scalable Variational Learning with Structured Covariances
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MolSpecFlow: Modality-Incomplete Molecular--Spectral Learning for MS/MS
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Separating Common and Unique Directions for Model Merging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PEIRA: Learning Predictive Encoders through Inter-View Regressor Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structuring Open-Ended NAS: Semi-Automated Design Knowledge Structuring with LLMs for Efficient Neural Architecture Search
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
URDF-Anything+: End-to-End Generation for Simulation-Ready Articulated Assets
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improving LLM Final Representations with Inter-Layer Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SCION: Scene Composition via Instanced Neural Primitives
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal discovery needs explicit epistemic standards
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Communication Range for Scalable Cooperative Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Train at the Moving Edge: Rollout-Efficient RL for Large Reasoning Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What the Geometry of Good Models Tells Us
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Directional Confusions Reveal Divergent Inductive Biases Through Rate-Distortion Geometry in Human and Machine Vision
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPHERE-JEPA: Spherical Prediction with Homogeneous Embeddings
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MOSAIC: Concept Bottlenecks via Text-Anchored Optimal Transport
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking the Static: Dynamic Text Conditioning for Diverse Image Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predictive but Not Plannable: RC-aux for Latent World Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Time Series Tokenization from a Frequency Perspective
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Blur Issue Matters for Thermal Novel View Synthesis: A Floating Gaussian Suppression Approach
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DualDrift: Combining Forward and Reverse Drifts for One-Step Generative Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RadOmni: Advancing Foundation Model for Non-contrast CT with Omni Radiology Knowledge
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPACE: Unifying Symmetric and Asymmetric Routing Problems for Generalist Neural Solver
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Vision Transformers Learn Gestalt-Like Figure-Ground Cues from Natural Images
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Agentic Multi-Turn Reasoning: A Fairness Approach
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Structure-aware Reinforcement Learning for Protein Directed Evolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The FACTS Leaderboard: A Comprehensive Benchmark for Large Language Model Factuality
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Sketches Tell Us about LVLMs: Conventions, Grounding, and Localisation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Harbor Adapters and Harbor-Mix: Infrastructure and a Curated Meta-Dataset for Large-Scale Agentic Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Effective Knowledge Conflict Detection via Joint Agentic Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MonarchRT: Efficient Attention for Real-Time Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Retrieve What’s Missing: Coverage-Maximizing Retrieval for Consistent Long Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning the Committor Function using Weighted Ensemble Simulations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Probability-Conserving Flow Guidance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Selectivity Makes State-Space Models Universal Sequence Approximators
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Approximate Memory Suffices for Universal Approximation with State Space Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
EvalAwareBench: A Benchmark for Measuring Evaluation Awareness in Frontier Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Family Universality of Behavioral Axes via Anchor-Projected Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy Optimisation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Second-Order Complexity Theory for Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VisEditBench: A Benchmark for Vector-Format Diagram Editing with Visual Instructions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MoRe-DVC: Motion Retrieval-Augmented Generation for Detailed Video Captioning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distributionally Robust Black Box Optimization-based Bidding Strategy in Auction-based Federated Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Local Intrinsic Dimension Unveils Hallucinations in Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BoardGameArena: A Multi-Dimensional Benchmark for Strategic Reasoning of LLMs in Board Games
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SphMind: Towards Robust, Training-Free VLM-based Spatial Reasoning with a 360 Camera
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning Contextual Causal Dynamics for Robust Exploration in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Matter of Interest: Understanding Interestingness Judgments of Math Problems in Humans and Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Matrix-Free Natural Gradient via Stochastic Truncated Metrics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seeing Together: Multi-Robot Cooperative Egocentric Spatial Reasoning with Multimodal Large Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Attention-Based Sampler for Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Auditing the Judge: Human-Grounded Bias Discovery, Quantification, and Mitigation in LLM Judges
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Faster Dynamic Graph Clustering with Hierarchical Graph Contraction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DASM: Dynamic Autoregressive Subgraph Mining via Two-Stage Policy Alignment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A2I: Adjacency-to-Image Structural Encodings for Graph Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distilling Conditional Image Generators into Spatial Effect Maps
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GGQR: Gaussian-Grounded Query Refinement for Feed-Forward 4D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamic Resolution Routing for Efficient Egocentric Grounding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Gradient-Free Editing for Attribute Invariance in Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Submodular Benchmark Selection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Pok\'emon Theorem and other Fairness Impossibility Results
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TerraVis: Towards Evaluation of World-Grounded Visual Consistency in Text-to-Image Generation via MLLM Workflows
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Parameter Arithmetic: Sparse Complementary Fusion for Distribution-Aware Model Merging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Can Language Models Actually Retrieve In-Context? Drowning in Documents at Million Token Scale
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Self-Rewarded Multimodal Coherent Reasoning Across Diverse Visual Domains
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$\text{PartConcepts}$: A Unified Mechanism for Fine-Grained Part Localization and Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LiteNav: Lightweight Map-free Outdoor Visual Navigation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Morpho-Temporal Decoupling: How Primate Neurons Expand Dendrites Without Losing Speed
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Score-based Variational Inference via Quantum Maximally Mixed States
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Linear Contextual Bandits with Quasi-Optimism
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Knowledge Distillation for Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Natural Jammers: When Non-Robust Features Become Antagonistic
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Subjectivity of Monoculture
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
BEAST3D: animal behavioral analysis and neural encoding from multi-view video via Gaussian splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hybrid Neural World Models for Physical Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Align Before Aggregation: Basis-Consistent Federated LoRA under Heterogeneous Ranks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NoTA: Normalized Tensor Adaptation for Parameter-Efficient Continual Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PermaVid: Consistent Video Generation Across Edits via Disentangled Context Memory
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$R^3$: 3D Reconstruction via Relative Regression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Just Ramp-Up: Debiasing Regression-based Estimator for A/B Tests under Network Interference
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Archimedean Copula Inference via Taylor-Mode AD
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unified Loss-Aware Density Control for 3D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Feedforward Novel View Synthesis for Heterogeneous Cameras
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Disentangling Homophilic and Heterophilic Patterns for Multi-Domain Graph Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Feature Disruption: Boundary-Diverting Unlearnable Examples against Linear Probing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Hidden Measurement Error in LLM Pipelines Distorts Annotation, Evaluation, and Benchmarking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LADDERS: Length-Aware Data Distribution and Existing-Response Speculation for Fast RL Rollout Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Program-as-Weights: A Programming Paradigm for Fuzzy Functions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Row Alignment: Virtual-Camera-Aware Online Stereo Rectification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PDE-SSM: A Spectral State Space Approach to Spatial Mixing in Diffusion Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
L-FAME: Longitudinal Focused Attention Meditation EEG Dataset and Benchmark
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RotMoLE: Enhancing Mixture of Low-Rank Experts through Rotational Gating Mechanism
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Identifying and Mitigating Diversity Collapse in Zero-Shot Personalization with I2I Editing Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Binding Mode Matters: Hotspot-Aware Drug Discovery via Explorative Preferences
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Every Sample Counts: Supervised Fine-Tuning of Language Models with Pointwise Constraints
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Downstream Scores: Controlled Diagnostics for Point-Cloud Self-Supervised Learning Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Zeroth-Order Sharpness-Aware Learning with Exponential Tilting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ManiTaskGen: A Comprehensive Task Generator for Benchmarking and Improving Vision-Language Agents on Embodied Decision-Making
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LiBrA-Net: Lie-Algebraic Bilateral Affine Fields for Real-Time 4K Video Dehazing
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Where and When Identity Forms: Identity-Vital Attention Redistribution for Training-Free Subject-Driven Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OFBD: Object-Focused Background Debiasing for Long-Tailed Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Chasing Label Shifters: A Change-Aware Framework for Dynamic Graph Node Classification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FinMTM: A Multi-Turn Multimodal Benchmark for Financial Reasoning and Agent Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rigel3D: Rig-aware Latents for Animation-Ready 3D Asset Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Birth-Death Structural Learning for 3D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MSP: Modality Self-Play for Training Multimodal LLMs Without Paired Cross-Modal Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Federated Unlearning with Gradient Adaptive Shaping
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Meow-Omni 1: A Multimodal Large Language Model for Feline Ethology
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning from the Self-future: On-policy Self-distillation for dLLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DN-Flow: Driver–Navigator Structured Flow Matching for Mixed-Type Tabular Data Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
InfCoiL: Coordinated Planner-Controller Learning for Closed-Loop Physics-Based Human-Object Interaction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the fundamentals of gradient-based SAT solvers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sketching the Readout of Large Language Models for Scalable Data Attribution and Valuation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Active Memory Feedback Loop for Fast–Slow Dynamics in Liquid Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Direct Estimation of Schrödinger Bridge Time-Series Drifts: Finite-Sample, Asymptotic, and Adaptive Guarantees
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Diffusion Guidance Is a Controllable Policy Improvement Operator
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Persistent Planar Memory for Video World Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The World is Not Mono: Enabling Spatial Understanding in Large Audio-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TracingFlow: A Simulation-Free Trajectory Inference Framework Based on Second-Order Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Implicit Bias of Hyperbolic Representation Learning for Multiclass Data: A Busemann Risk Perspective
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Efficient Forecasting of Task Failures in LLM Agents through Adaptive Fault Injection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Asking the Right Questions: Improving Reasoning with Generated Stepping Stones
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Dynamic Physical Adversarial LED Patterns via Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
xHC: Expanded Hyper-Connections
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
From “Weak” Signals to Strong Models: Preference Delta Aggregation with LoRA Merging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Road Ahead in Autonomous Driving: The KITScenes Multimodal Dataset
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Principled Fine-Grained MoE Expert Pruning via Pseudo-Boolean Approximation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Active Learning From Positive and Unlabeled Examples
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Learning with Multiple Correct Answers - Regret Bounds under Different Feedback Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CRePE: Curved Ray Expectation Positional Encoding for Unified-Camera-Controlled Video Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seeing Together, Acting Apart: Shared Environmental Understanding for Multi-Robot Navigation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
fNIRSAtlas: A Large-Scale Benchmark for Functional Near-Infrared Spectroscopy Classification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MahaVar: OOD Detection via Class-wise Mahalanobis Distance Variance under Neural Collapse
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PHIONet: Port Hamiltonian Inertial Odometry Network
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FlowMoP: Stochastic Multi-Person Motion Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TriAxialKV: Toward Extreme Low-Precision KV-Cache Quantization for Agentic Inference Tasks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ThinkSafe: Self-Generated Safety Alignment for Reasoning Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting Gradient Ascent: Machine Unlearning from a Geometric Perspective for Source-Free Scenarios
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
On the Last-Iterate Convergence of Clipped Gradient Methods
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning with Verifiable Physics: Post-training LLMs for PDE Solver Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Biomedical Acquisition-induced Style Shifts as Mixture Shifts: Style-aware Mixture-of-Experts Multimodal Prompt Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Provably Accurate Shapley Value Estimation in High Dimensions via Sparse Leverage Sampling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contrastive Retrieval Heads for Improved Attention-Based Reranking
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Harnessing Image Diffusion Prior for Photo-Realistic Video Restoration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Paloma: Phase-Conditioned Residual Modulation for Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Last-Iterate Convergence of Single-Loop Stochastic Methods for Constrained Convex-Concave Minimax Problems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MIND-DDI: Multi-Omics Interpretable Drug-Drug Interaction Prediction with Joint Optimization of Graph Structure, Neural Architecture, and Symbolic Rules
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MM-DyGraph: A Dataset, Benchmark, and Model for Multimodal Dynamic Graphs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The AI Observatory: A Public Measure of Real-World AI Use
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Treat Bias as Noise: Training Bias-Robust LLM Reasoning via Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GPU Hierarchy Meets Structured Matrices: Fast Algorithms for State-Space Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Geometry of Agent Skills: Non-Commutative Composition in Representation Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
High-arity Sample Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FACETS: Cross-Granularity Vision--Language Modeling for 3D Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ChildPose: Foundation for Children Pose Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Clapping: Removing Per-sample Storage for Pipeline Parallel Learning with Communication Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
How Much Information is Needed for Accurate Kalman Filtering?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DPA: Decentralized Primal Averaging with Quasi-Global Momentum for Highly Heterogeneous Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
RoboAlign-R1: Distilled Multimodal Reward Alignment for Robot Video World Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Cross-Interaction Neural Architecture for Submodular Functions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SMI: Statistical Membership Inference for Reliable Unlearned Model Auditing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Nerve-Skeleton Message Passing for Federated Optimization with Overlapping Parameters
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MICE: Multi-animal Interaction Context Encoder — A Hierarchical Foundation Model for Mouse Behavior
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
NesyProAct: Proactive Neural-Symbolic Control for Web Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MindGames:A Multi-Agent Benchmark and Trajectory Dataset for Evaluating Social and Strategic Reasoning in LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The PokeAgent Challenge: Competitive and Long-Context Learning at Scale
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StructLens: A Structural Lens for Language Models via Maximum Spanning Trees
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
IFDECORATOR: Wrapping Instruction Following Reinforcement Learning with Verifiable Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Trajectory Evaluation via Rollout-Free World Model for End-to-end Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Anytime-Valid Conformal Risk Control
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Compose Your Oracles: Off Policy Improvement with Aggregated Guidance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Causal-Geo: Neuro-Symbolic Spatial Grounding for Situated Agent Planning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Watching Itself Watch: Self-Auditing Visual Reliance for Video Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Functional Gradient Descent with Adaptive Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Selective Disk Bispectrum: A Complete and Rotation Invariant Image Descriptor
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$\texttt{bispectrum}$: Selective $G$-Bispectra Made Practical
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Variational Cover Modification Steganography
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
GauGal: Gaussian-Galerkin Electromagnetic Inverse Scattering Imaging
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PhySPRING: Structure-Preserving Reduction of Physics-Informed Digital Twins via Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Guidance For Prior Change via Density Ratio Estimation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ML Configuration Artifacts Should Be Closed Under Review
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Beyond Token Representations: Explicit Visual Object Grounding for Video Reasoning Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Constrained Factorization with Diagonal Scaling: Rank-Revealing Training and Pruning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Identifying Latent Neural Dynamics with Recognition-Parameterized Gaussian Process Dynamical Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rethinking Forward Processes for Score-Based Nonlinear Data Assimilation in High Dimensions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TimeTraveler: Temporal Strategy Planning with Time Dictionary for Streaming Video Understanding
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VidUEU-Agent: A Data-Curation Agent for Multimodal Understanding, Editing, and Unified Tasks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neural Preconditioned Born Series: A Metric-Matched Framework for Learning-based Preconditioners
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Scaling Laws for Synthetic Pretraining in Radio-Map Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reverse to Advance: Teleoperation-Cost Effective Hard Policy Learning from Reversed Easy Tasks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Tree-Sliced Orlicz Integral Probability Metric
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Explainable Industrial Anomaly Detection via Knowledge-Guided Latent Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robust and Efficient Continual Model Merging via Global Singular Subspace Separation and Restoration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unaligned Image Guided Denoising via Cross-modal Conditional Flow Matching
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Approximation in Contrastive Representation Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ORCA: Hunting Compositional Failures in Text-to-Image Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
G2Fusion: Geometric-to-Generative Image Fusion via Registration-Restoration Evolution
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PI-EDG: Physics-Informed Full-Space Electron Density Generation from Molecular Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Knowledge Localization in Mixture-of-Experts LLMs Using Cross-Lingual Inconsistency
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sparsely-Supervised Data Assimilation via Physics-Informed Schrödinger Bridge
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Invaria: Learning Scale and Density Invariance in Point Clouds via Next-Resolution Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
TanGCE: Manifold-Aware Concept Erasure
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Compliance Trap: Diagnosing How AI Agents Consume Conflicting Memory
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Mitigating Asymmetric Boundary Encroachment in Continual Learning of Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Constrained Stochastic Spectral Preconditioning Converges for Nonconvex Objectives
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Post-Selection Distributional Model Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Price of Locality in Label Privacy: Optimal Rates for Classification and Regression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Adversarial Gait: Detecting Visual Adversarial Attacks against Vision-Language Models via Self-Targeted Gradient Characterization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
OPSRL-SSP: Optimistic Posterior Sampling for Stochastic Shortest Path with Minimax-Optimal Regret
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Few-Shot Visual Concept Extraction for Steering Diffusion Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spherical Interpolation for Backward-Compatible Multimodal Representations
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Analyzing and Guiding Zero-Shot Posterior Sampling in Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PACE: A Proxy for Agentic Capability Evaluation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SPIRAL: Self-Evolving Action-Conditioned Video Generation via Reflective Planning Agents
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Market Incentives for AI Safety Investment
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Rare-Class Signal Suppression in Long-Tailed Multi-Expert Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unveiling Memorization–Generalization Coexistence: A Case Study on Arithmetic Tasks with Label Noise
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deferred Aggregation in Hierarchical Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DexMirror: Real-to-Sim Scene Mirroring for Sim-to-Real Dexterous Manipulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Unlocking Fine-Grained Perception in CLIP via Structurally-Aware Latent Masked Modeling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LACE: Latent Alignment via Counterfactual Embeddings
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Does Inference-Time Reasoning Really Improve Video Understanding?
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Urbex: Agentic Spatial Grounding for City-Scale 3D Scenes
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
LUMOS: Tracing Parametric Knowledge from Training Data to Behavioral Outputs in LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MiniPIC: Flexible Position-Independent Caching in <100LOC
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Euler-Mamba: Learning Resolution-Invariant State Evolution on Polar Manifolds for Asymmetric Pansharpening
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decoupling Label Shift and Surrogate Gradient Errors for Robust Federated Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Revisiting Incremental Learning: A Three-Interface Diagnosis of Stability and Plasticity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SelfGuard: Self-Supervised Deviation Modeling for Multi-Modal Jailbreak Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Meta-Reinforcement Learning with Zero-Shot Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Positional Encoding and Prompt-Order Sensitivity in In-Context Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
CoRE-RL: Co-evolving Reasoning Trajectories and Evidence Subgraphs with Learned Evidence Projection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DTA-GT: Direction- and Topology-Aware Graph Transformer for Neural Network Representation Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Membrane Sensitivity and Deployment Fragility of Learnable Time Constants in Spiking Neural Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Vortex: Efficient and Programmable Sparse Attention Serving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Perceive, Interact, Reason: Building Tool-Augmented Visual Agents for Spatial Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Machine Unlearning in Diffusion LLMs
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Valid Best-Model Identification for LLM Evaluation via Low-Rank Factorization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Analyzing Learning-Dynamics Across Loss and Prediction Choices for Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Serialization Tax in Shared-Latent Exchangeable Decisions
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Temporal Prototype Alignment for Frozen-Feature Dataset Distillation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SpikeSTAG: A Dendritic Compartmental Spiking Graph Network for Multivariate Time-Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Bayesian Optimization with Fisher Information Geometry: Gradient Bounds and Trust-Region Methods
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Assessing Sample Quality in Conditional Generation under Compositional Shift
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Phase Kernel Lifts Capacity of Dense Associative Memory
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
QT-Net: Rethinking Evaluation of AI Models in Atomic Chemical Space
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
WaveGen: Truly End-to-End Waveform Generation via Internal Spectral Trajectory Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Breaking Information Islands in Sparse Tuning via Small-World Connectivity
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Minimax Optimal Two-Sample Testing under Local Differential Privacy
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Simple Unigram Cross-Entropy Lens on the Lexical Imprint of Pre-training Data
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
They Can See It but not Say It: Iterative Self Knowledge Re-expression in Visual Reasoning Relative Pose Identification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training-Free Entangler Selection for Quantum Neural Networks via Hilbert–Schmidt Geometry
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FuncFormer: Circuit Representation Learning via the Flow of Functional Propagation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Explicit Geometric Chain-of-Thought for Vision-Language-Action in Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Speculative Decoding Is Per-Token, Not Path
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Block Optimism for Nonstationary Bandits with Latent Linear Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
One Loss to Rule Them All: Marked Time-to-Event for Structured EHR Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Manifold Embedding of Deep Image Features for Image Matching via Neural Adjoint Maps
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conditional Counterfactual Mean Embeddings: Doubly Robust Estimation and Learning Rates
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Predictive Representation Learning for Partially Observed Neural Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposing Temporal and Job-Induced Dynamics for Probabilistic Computing Workload Forecasting via Graph-Conditioned Dual-Branch Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Overcoming Catastrophic Forgetting in Visual Continual Learning with Reinforcement Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Decomposing and Reshaping Scaling Laws through Token Learning Times
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AVOC: Enhancing Hour-Level Audio-Video Understanding in Omni-Modal LLMs via Retrieval-Inspired Token Compression
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Winning the Symmetry Lottery: Learning Invariance from Data Augmentations with Transformers
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Focal Reward: Balanced Reinforcement Learning under Rubric-Based Rewards
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
InfoFlow: A Framework for Multi-Layer Transformer Analysis
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Improved Weakly Supervised Semantic Segmentation with A Relationally Optimized Prototype Memory Bank Framework
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fisher-Glass: Tail Sample Complexity from Nuisance-Projected Fisher Information
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Complexity-Aware LoRA Aggregation for Modality-Heterogeneous Federated Person Re-identification
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
PIU-CR: Physics-Informed Deep Unfolding Network with SAR-Optical Image Fusion for Cloud Removal
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Conflict-Suppressed RAG: A Simple Decoding-Time Framework for Faithful Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Statistical Mixing Guarantees for Contractive Echo State Networks
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Distilling Multi-Teacher Scoring Principles for Unsupervised Time Series Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Spectral Transformer Neural Processes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Scaling in the Wild: Why Exploitation, Not Exploration, Is the Bottleneck
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AdaptFlow: State-Anchored Goal Conditioning with Flow Matching for Offline Goal-Conditioned RL
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Edge of Stability Selectively Shapes Learning Across the Data Distribution
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When Are Predictions Enough? An Evaluation Protocol for Frozen Expert Composition
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Drift-Aware Multimodal User Representation Learning via Multi-Scale Temporal Modeling and Sparse Mixture-of-Experts
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Characterizing Trainability of Instantaneous Quantum Polynomial Circuit Born Machine
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Deep Learning-based Algebraic Reynolds Stress Closures for RANS simulations of Turbulent Flows
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neuro-KE: Knowledge-Guided Interfaces for Semantically Grounded EEG Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
StreamPhy: Streaming Inference of High-Dimensional Physical Dynamics via State Space Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Contact Geometry for Generative Models: An Unbalanced Optimal Transport Formulation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AcceleGrad#: Adaptive Geometry-Aware Acceleration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
End-to-End Identifiable and Consistent Recurrent Switching Dynamical Systems
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Fast 4D Mesh Generation by Spatio-Temporal Attention Chains
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding Randomization in Greedy Model Search
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Seeking the Unfamiliar but Memorable: Conceptual Creativity as Meta-Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A Theory of Time-Sensitive Language Generation: Sparse Hallucination Beats Mode Collapse
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Stable Max Coverage Under a Cardinality Constraint
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Cross-Question Reliable Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
ReorgGS: Equivalent Distribution Reorganization for 3D Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Online Data Selection for Instruction Tuning via Gaussian Processes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
A mathematical theory of balancing relational generalization and memorization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
When to Trust a PFN: Detecting Harmful Shift in Tabular Foundation Models
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Neuron Populations Exhibit Divergent Selectivity with Scale
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
SolvMix: Learning Formulation-State Landscapes for Liquid Electrolyte Conductivity Prediction
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Regularization Paths for Continuous DAG Learning
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Test-Time Learning with an Evolving Library
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Adaptive Prior Selection in Gaussian Process Bandits with Thompson Sampling
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Robust Offline Reinforcement Learning against Out-of-Distribution Dynamics in Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Announced Breaks Separate Conformal Reliability from Frequency Calibration
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FiLoRA: Focus-and-Ignore LoRA for Controllable Feature Reliance
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
MulCLIP: A Multi-level Alignment Framework for Enhancing Fine-grained Long-context CLIP
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Transcoder Adapters for Reasoning-Model Diffing
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Emotion-Trained Vision Models Do Not Necessarily Learn EEG-Aligned Facial Dynamics
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
What Arranges Features in Activation Space? Non-Classical Predictive Geometry in Next-Token Predictors
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
$\textbf{EchMo}$: End-to-End Radar Echo Segmentation
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Homological Barriers to Stable Local Nash Dynamics in Quadratic Zero-Sum Games
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Failure-Band Authorization for Filtered Retrieval
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DrawingsDreamer: A Unified Multi-View Engineering Drawings Generation Model
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Model Spec Midtraining: Improving How Alignment Training Generalizes
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Physics-Constrained Generative World Model for Off-Road Terrain via Post-hoc Projection
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Understanding Gradient Orthogonalization for Deep Learning via Non-Euclidean Trust-Region Optimization
[
OpenReview]
Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Reasoning Poisoning: Utilizing Social-Engineering to Steer Chain-of-Thought
[
OpenReview]
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
AI and Data Science for Her: Training the Next Generation of High School Girls in Nigeria
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The Voice-Native Classroom: Multilingual AI Co-Teachers for Global ML Education
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
DTCH Digital Turcologist Bootcamp: Evidence-First, Evaluation-First AI/ML for Under-Resourced Historical Turkic Languages and Cultural Heritage Data
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
The 100x Challenge: Compression-First Research Pipeline for Bandwidth-Constrained Regions
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
FATE-AI: Futures of Agriculture, Technology, and Ecology in Artificial Intelligence
Bridging the Future Poster
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Wikair (Student-Led Nonprofit), a Global, Youth-Led, Interdisciplinary AI Education Program
Session
Wed Dec 09 10:00 AM -- 01:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 3
Creative AI
Wed Dec 09 11:00 AM -- 02:00 PM (AEDT) None
Creative AI Session 3
Break
Wed Dec 09 12:00 PM -- 02:00 PM (AEDT) None
Retail Lunch
Sydney Invited Talk
Wed Dec 09 02:00 PM -- 03:00 PM (AEDT) @ TikTok Entertainment Center None
To score or not to score
Break
Wed Dec 09 03:00 PM -- 03:30 PM (AEDT) None
Coffee
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2F
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2A
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2B
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2C
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2D
Session
Wed Dec 09 03:30 PM -- 04:30 PM (AEDT) None
Sydney Oral Session 2E
Creative AI
Wed Dec 09 04:30 PM -- 07:30 PM (AEDT) None
Creative AI Session 4
Break
Wed Dec 09 05:00 PM -- 06:00 PM (AEDT) None
Coffee & Snacks
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Constrained Goal-directed Planar Graph Generation with Grammar-based Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MCPHunt: An Evaluation Framework for Cross-Boundary Data Propagation in Multi-Server MCP Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ForceFlow: Learning to Feel and Act via Contact-Driven Flow Matching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Remains in Sight? Autoregressive Video Decoding as Representation-Guided Context Rewriting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What do EEG Foundation Models Capture from Human Brain Signals?
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Runway Cascade of Transformers for Language Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Holo4D: Holistic 4D Reconstruction as Geometric Control for Video Diffusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VersaCamVLA: Camera-Configurable VLA Policies for Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fourier Contour Learning for Efficient and Traceable Cardiac MRI Quantification
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VeriVul: A Verification-Guided Framework for Generating Realistic Vulnerability Benchmarks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Welfare, Improvability, and Variance: A Principal-Agent Approach to Optimal Benchmark Item Aggregation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Build-and-Find: An Effort-Aware Protocol for Evaluating Agent-Managed Codebases
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DARTS: Targeting Prognostic Covariates in Budget-Constrained Sequential Experiments
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Surpass: Training Tool-Using Agents with Anchored Feedback
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynBench: A Benchmark for Differentially Private Text Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Is Dimensionality a Barrier for Retrieval Models?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Behavioral Geometric Supervision Aligns Video Foundation Models with Human Social Perception
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structure-Semantic Co-optimized Latent Diffusion Model for Fast Visual Anagram Synthesis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BAT3R: Robust Online 3D Reconstruction with Bayesian Adaptive State Updates
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Hidden Ratio in Adam: Stable Structure, Compression, and Sign Dynamics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M3-AD: Reflection-aware Multi-modal, Multi-category, and Multi-dimensional Benchmark and Framework for Industrial Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Compression of Long ADMM Trajectory for Multiparametric Quadratic Program
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReGenHuman: Re-Generating Human Appearances for Realistic Full-Body Video Anonymization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EditDistill: Is It Possible to Guide Video Editing with Image Editing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Discrete Riemannian Metrics for Physical Fields with Cochain-Frame Equivariance
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MaSC: A Masked Similarity Metric for Evaluating Concept-Driven Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RiboC2F: Pose-First Coarse-to-Fine Flow Matching for Protein-Conditioned RNA Co-Design
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemForest: Efficient Agent Memory Management via EventTree Partitioning and Progressive Merging
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Jailbreak susceptibility prediction and mitigation via the behavioral geometry of models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MapShift: Controlled Post-Intervention Evaluation for Embodied World Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SteerCast: Retrieval-Based Latent Steering for Decoder-Only Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One Unified Representation: Resolving the Appearance-Semantics Dilemma via Structural Regularization
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InvestigationWorlds: An Agentic Environment for Legal Investigation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MEME: Multi-Entity & Evolving Memory Evaluation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scattered by Design: Why Per-Output Pruning Resists Structured Compression
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Does the AI Doctor Value? Auditing Pluralism in the Clinical Ethics of Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FM-ChangeNet: Learning Change through Pathwise Feature Transport
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scaling Storm-Resolving Atmospheric AI Simulation to the Entire Planet
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rationale-Guided Policy Optimization: Learning to Reason with Adaptive Rationale Scaffolding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
T2V-AttnDisrupt: Inducing Hallucinations in LVLMs via Misrouting Visual Evidence Retrieval
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Trust Region Policy Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlyingDrones: A Dataset and Benchmark for Optical Flow Estimation from UAV motion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Level Alignment Framework for Long-Term Olfactory Neural Decoding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Autoregressive Appearance Prediction for 3D Gaussian Avatars
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$\mathcal{P}$Torch: Narrowing the Gap Between Projection and Gradient-Based Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EnerGNN: Learning Optimization-Compatible Energy Functions for Exact Constrained Combinatorial Inference
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BudSplat: Feed-forward 3D Gaussian Splatting under a Rendering Budget
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ParallelKernelBench: Can LLMs Write Fast Multi-GPU Kernels?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking the Group Size Barrier: Parameter-Efficient Group Dance Generation with Chain-of-Dancers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IRCasDiff: Two-Stage Cascaded Diffusion for Compound Infrared Face Reconstruction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rotation-Invariant Vector Normalization for Molecular Force Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FuseAdapt: Adaptation-Space Fusion for Multi-Modal Semantic Segmentation with Missing Modalities
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VocalGrad: Evaluating Acoustic Perception in Audio Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training Language Models via Neural Cellular Automata
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TreeGraft: Adaptive Multi-Drafter Grafting for Tree-Based Speculative Decoding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PixelART: Image-to-Layer Decomposition without Latents or Text-to-Image Pretraining
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeoCore-9B: Towards Geo-Aware Generative Foundation Models in Earth Observation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Semantics-to-Contact: A Stagewise Framework for Robust Contact-Rich Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Strong Stochastic Flow Maps
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Layers Need Tuning: Selective Layer Restoration Recovers Diversity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Trading Sensing for Structure: Sparse IMU-EMG Fingertip Force Estimation via Neuro-inspired Structured Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiffRatio: Training One-Step Diffusion Models Without Teacher Supervision
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeoMIND: A Benchmark for Spatial Understanding in Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynerVLA: Exploiting Embodied Execution Phases for On-Device Dual-System VLA Acceleration
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UGO: Unified Architecture for General Multi-Object Tracking by Segmentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Re-examining Low Rank adaptation for private LLM fine-tuning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do Less, Decide Better: Optimal Human Dispatching in AI-Assisted Decisions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UltraFlash: Accelerating Megapixel Visual Synthesis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Nature3D-AD: Geometry-Aware Feature Learning for Natural-Growth 3D Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeoReason: Bridging Logical Reasoning and Spatial Fidelity in Remote Sensing Segmentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Saddle-to-Saddle Dynamics in Self-Supervised Shortcut Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LongScape: Advancing Long-Horizon Embodied World Models with Context-Aware MoE
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training-Free Cultural Alignment of Large Language Models via Persona Disagreement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RxnOptBench: Benchmarking LLMs for Reaction-Condition Optimization in Organic Methodology
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Identified-Set Geometry of Distributional Model Extraction under Top-K Censored API Access
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SFPR: Structural Fingerprinting for LiDAR-to-OpenStreetMap Place Recognition
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intrinsic Muon: Spectral Optimization on Riemannian Matrix Manifolds
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DC-Ocean: Deep Latent Compression for Global High-Resolution Ocean Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Top-$k$ Identification with Correlated Biased LLM Judges via Anchor Leverage
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GVCC: Zero-Shot Video Compression via Codebook-Driven Stochastic Rectified Flow
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
XTC: Head-Aware Sampling by Excluding Top Choices
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HomeFlow: A Data Flywheel for Smart Home Agent Training with Verifiable Simulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Variational Monte Carlo for Quantum Excited States via Nested Low-Rank Approximation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SymDrift: One-Shot Generative Modeling under Symmetries
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
State Copying Crowds Out Reasoning: Mechanistic Evidence for Delta Planning in Autoregressive Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Keep or Preempt? Termination-Aware Scheduling for LLM Serving with Speculative Decoding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Treating Hyperparameters as Interventions: Task-Invariant Representation Learning for Transferable HPO
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Stability Analysis of AdamW: Unstable Equilibria and Non-Convergence
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Visual Expert Skipping for MoE-MLLMs via K-Armed Bandit based Expert Estimation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HRIL: Isolating Multimodal Synergy via Higher-Order Dependence
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DetectViT: Test-time Backdoor Detection for Vision Transformers via Inter-Head Attention Discrepancy
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PolyVision: Conditional Visual Scaling Via Dynamic Expert Routing For Vision-Centric MLLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tail-Risk-Aware Stackelberg Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DegradeQuery: Counterfactual Tuple Pretraining for Context-Aware PROTAC Degradation Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simulating Human Memory with Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Computation and Best-Response Dynamics in Anonymous Two-Action Games with Linear Utilities
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Delta-Adapter: Scalable Exemplar-Based Image Editing with Single-Pair Supervision
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
H2G: Hierarchy-Aware Hyperbolic Grouping for 3D Scenes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Channel Mixer: A Pretrainable Tokenizer for Scalable Multi-Channel Vision Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TSFM Meets LLM: Context as Covariate
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On approximation and estimation of Schrödinger potentials without the curse of dimensionality
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Drag as Evidence: Motion-Grounded Latent Recomposition for Drag-Based Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BridgeTwist: Twisting Schrödinger Bridges for Training-Free Conditional Sampling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CARD: Internalizing Expert Critique into Reinforcement Learning for Deep Search
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EGCA: A Spectral Perspective on Forward Process Design in Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BioMicroAgents: A Co-evolutionary Multi-Agent Framework for High-Fidelity Biomicroscopy Imaging
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ExtrapAir: Air Quality Inference at Unmonitored Locations via Weather-Bridged Spatial Attention
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One Avatar, Any Budget: Robust LoD for Dynamic Gaussian Avatars
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Random-Effects Centroids for Domain Generalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Symmetries of Three-Layer ReLU Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DualSAT: A Dual-Branch GNN-Transformer Framework for SAT Solving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FADE: Fractional Anomalous Dynamics Extrapolation for Training-Free Diffusion Transformers Acceleration
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SSDGExplainer: Structure-Semantic Dual-Guided Explainer for Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Graph Cascades: Contagion-Based Mesoscopic Rewiring for Structure-Aware Graph Machine Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do Diffusion Models Learn to Generalize Basic Visual Skills?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimize Once, Execute Fast: Latency-Aware Multi-Agent Workflow Learning for Recurrent Queries
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DELTAVID: Enhancing Fine-Grained Spatiotemporal Perception with Cross-Video Differences
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NIV: Neural Axis Variations for Variable Font Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Node Sequences: Relational Diffusion for Unified Graph Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OpenCoF: Learning to Reason Through Video Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparse Biological Features Reveal Early Functional Commitment in Diffusion Protein Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Automotive-ENV: Benchmarking Multimodal Models in Automotive Cockpit Environments
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FOAM: Factored One-sided Adam-Moment for Practical and Scalable SOAP
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Revealing Epistemic Uncertainty in MLLMs via Causal-Invariant Masking
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ADIS-Law: Unified Scaling Laws for Annealing-Phase Domain Injection in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CELEUS: Certifiable and Efficient LLM Evaluation via E-Processes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ART for Diffusion Sampling: A Reinforcement Learning Approach to Timestep Scheduling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AccelEval: A Whole-Program Benchmark for LLM-Generated CPU-to-GPU Code Acceleration
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Energy-Adaptive Equivariant State Space Models for Noise-Robust Protein Structure Representation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Brenier Meets Adversarial Training: Optimal Transport Geometry for Robust Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Read Out: Unembedding Dynamics in Language Model Pretraining
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SCG-HF: Semantic Consistency Grouping for Hierarchical Fusion in Video Emotion Recognition
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MSC-Mol: Modality-Synergy Contrasting for Multimodal Molecular Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Extended Wasserstein-GAN Approach to Causal Distribution Learning: Density-Free Estimation and Minimax Optimality
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conflict-Aware Logit Adapters for Utility-Preserving Anti-Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RPC-GS: Gaussian Splatting with native RPC Rendering for Satellite Imagery
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Was That Again? Certified Robustness for Automatic Speech Recognition
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pixel-space Autoregressive Image Synthesis via Spectrum Serialization and Flow-based Refinement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Co-Evolving Policy Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Residual Correction via Selective Deployment for Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLM-Auction: Generative Auction towards LLM-Native Advertising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DRIVE: Fine-tuning via Data Contribution- and Diversity-aware Weighting with Prior Regularization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Trajectory-Consistent Dropout for Uncertainty Decomposition in Hamiltonian Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STEP: Learning STructured Embeddings for Progressive Time Series
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
In STeP: Speculative Tensor Parallelism for Concurrent Heterogeneous Inference of LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Commit Then Explore: Reasoning Models Diversify, Not Converge
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Test-time Multi-agent Coordination by Decomposed Value Gradient Flow
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rennala-NSGD: Asynchronous Stochastic Optimization Beyond Euclidean Geometry
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conservative neural posterior estimation via distributionally robust training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Horizon Adaptive Offline Policy Learning via Value Stitching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Density Matrices to Phase Transitions in Deep Learning: Spectral Early Warnings and Interpretability
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dialectics of Alignment: Harnessing Unsafe Knowledge for Dynamic Safety Routing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VisionCreator-S1: Evolving Visual-Generation Agents via Skill-GRPO Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VisionCreator-R1: A Reflection-Enhanced Native Visual-Generation Agentic Model
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scalable Token-Level Hallucination Detection in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact Recovery of Lipschitz Orthogonal Coordinate Transformations via Constrained Normalizing Flows
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$\texttt{RNAGenScape}$: property-guided, optimized generation of mRNA sequences with manifold Langevin dynamics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multiscale Microenvironment Vector Space Projection for Uncovering Diverse Pathological Biomarker
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Progressive Pseudo-label Self-balancing Towards Unsupervised Vision-Language Models Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Individuals Matter: Improving Deep Multi-View Clustering via Explicit Single-View Enhancement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMTA: Benchmarking Multimodal Temporal Analysis with Time Series, Text, and Vision
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Phases of Muon: When Muon Eclipses SignSGD
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Stabilization: Dual-EMA Teachers for Global–Local Semantic Learning in Semi-Supervised Medical Image Segmentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Much Evidence Should Retrieval-Augmented In-Context Learning Use Under Distribution Shift?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M3-HNTM: Hyperspherical Multimodal Topic Modeling with Symbolic and Contextual Evidence
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not Too Generative, Not Too Discriminative: The Human Alignment Sweet Spot
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RelAgent: LLM Agents as Data Scientists for Relational Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GNES: Neural-Guided Evolutionary Program Search for Interpretable Multi-Agent Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RIGOR: Risk-Gated Topology Adaptation for Robust LLM Multi-Agent Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometric Velocity Regularity for Flow Matching on Manifold-Concentrated Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Power Distribution Bridges Sampling, Self-Reward RL, and Self-Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Relevance Is Not Necessity: Selecting the Necessary API Set for Tool-Using LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Retained-Signal Interface for LLM Watermark Robustness under Paraphrase
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Variational Inference for Log-Gaussian Cox Processes via Voronoi Tessellation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Who Should Evolve? Uncertainty-Aware Role Bottleneck Inference for Multi-Agent LLM Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Faithfulness Metrics Don't Measure Faithfulness: A Meta-Evaluation with Ground Truth
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
XTraj: A Coarse-to-Fine Autoregressive Framework for Transferable Trajectory Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HSCO-Bench: An Agent-Driven End-to-End Hardware-Software Co-design Benchmark for Systems-on-Chip
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HyperSkill: Multi-Modal Skill Learning on the Unit Hypersphere
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BayesJudge: Uncertainty-Aware Bayesian Meta-Evaluation of Human and LLM Judgments
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One Language-Free Foundation Model Is Enough for Universal Vision Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BasicLT: Basic-Level Abstraction and Selective Differentiation for Long-Tailed Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generation Navigator: A State-Aware Agentic Framework for Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reading Attribution from Attention: Evidence Heads as Latent Attribution Mechanisms in LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Interpretable Multiway-Split Trees
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compressing Collections of Trees with Decision Equivalence
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Arbitrarily Conditioned Hierarchical Flows for Spatiotemporal Events
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Normal References: Discriminative Few-Shot Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ask in the Crowd: Differentially Private LLM Inference via Dummy-Augmented Shuffling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Thinking in Pictures: A Systematic Benchmark for Reasoning-driven Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ST-DiffEye: Diffusion-based Continuous Gaze Generation via Joint Scanpath-Trajectory Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributional Alignment as a Criterion for Designing Task Vectors in In-Context Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Glance Before You Tell: Anomaly-Guided 3D Radiology Report Generation with Heat-Conduction Slice Encoders
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Geometric Wall: Manifold Structure Predicts Layerwise Sparse Autoencoder Scaling Laws
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PP-Mark: Provable and Publicly Verifiable Watermarking for Generative AI
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MedIGen: Reliable Medical Illustration Generation via Interleaved Introspective Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Advancing Affordance-Grounded Creative Tool Use in Large Multimodal Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rollout Pass-Rate Control: Steering Binary-Reward RL Toward Its Most Informative Regime
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Average Sensitivity to Small-Loss Regret Bounds under Random-Order Model
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FeatCal: Feature Calibration for Post-Merging Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Knowledge Transfer Scaling Laws for 3D Medical Imaging
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Permanent and Transient Representations for Continual Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
First-Order Trajectory Matching: Fast Ensemble Predictions of Chaotic, Turbulent, Stochastic Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ego-HMB: Human Motion Bridging from Egocentric Images via Motion Bridge Diffusion Model
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EPIC: Efficient Predicate-Guided Inference-Time Control for Compositional Text-to-Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Reduction from Delayed to Immediate Feedback for Online Convex Optimization with Improved Guarantees
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Grounding Driving VLA via Inverse Kinematics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Low-Dimensional Adaptation of Rectified Flow: A Diffusion and Stochastic Localization Perspective
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
End-to-End Neural Modeling of EM Response and Design Performance for Free-Form RFIC Passives
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Language Model Memory and Memory Models for Language
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SPLICE: Structured Prompt Local Iterative Combinatorial Evolution
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PULSE: Identifying Demonstration-Utility Features with Sparse Autoencoders
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
R-GRec: Relation-Guided Generative Recommendation via Collaborative Graph Supervision
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MicroWorld: Empowering Multimodal Large Language Models to Bridge the Microscopic Domain Gap with Multimodal Attribute Graph
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NanoFold: Designing Reproducible Protein Structure Benchmarks through Principled Sampling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Scalable Context-Aware Single-Cell Spatial Transcriptomics Prediction from Histology Images
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
C3P: Contrastive promoter-protein pretraining yields representations capturing bacterial gene regulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning Agents Are Swimmers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Do Language Models Compose Functions?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Flat Gossip: Tiered Gossip Learning for Scalable Collaborative AI
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Generalizable Hand-Object Tracking Control without Human Demonstrations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Next Forcing: Causal World Modeling with Multi-Chunk Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluating Spatiotemporal Reasoning of Vision-Language Models in Atari Gameplay
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PCBInnoBench: Benchmarking LLM Agents on Real-World PCB Design
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Masked Generative Pretraining Improves Cross-Dataset Transfer in Pixel-Space Diffusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Solver Trajectories to Teaching Trajectories: Cognition-Aligned Reasoning Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Multi-view Clustering against Imperfect Information
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structure, Subspace and System: Push the Real Limit of Extremely Low-Bit Quantization for MoE-LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AppCIF-Bench: An Application-Level Complex Instruction Following Benchmark for Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RotVLA: Rotational Latent Action for Vision-Language-Action Model
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hearing is Believing? Evaluating and Analyzing Audio Language Model Sycophancy with SYAUDIO
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributed-Order Fractional Spiking Neural Network
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GMO-E²DIT: Grounded Multi-Operation Editing for E-Commerce Images
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Reversible Recovery for Adversarially Protected JPEG Images
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast Sandwich Products in Clifford Algebra
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Provably Reliable Classifier Guidance via Cross-Entropy Control
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RABBiT: Rapidly adaptive BOLD foundation model via brain-tuning for accurate zero-shot and few-shot prediction of speech-elicited responses in the brain
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TROPT: An Open Framework for Unifying and Advancing Discrete Text Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Click3R: Interactive Stereo 3D Reconstruction with Sparse Correspondence Clicks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
C2G-BENCH: A Cyber-Physical Evaluation Benchmark for Hierarchical Reinforcement Learning in Grid-Interactive Hyperscale Data Centers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How to Train a Surgeon? Benchmarking Generalist Agents in Surgical Scene Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Scaling Paradox of Tool-Calling LLM Agents Under Realistic MCP Faults
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dodge-It: Learning Collision-Aware VLA Models for Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FiRe: Fine-grained Multimodal Reasoning for Enhanced Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Holistic Scaling Laws for Optimal Mixture-of-Experts Architecture Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Large Discrete Policy: Advancing Explicit Behavior Modeling with Stochastic Iterative Scoring
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structured State-Space Regularization for Generation-Friendly Image Tokenization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Agentic World Vision-Language-Action Models for Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoHoney: Automating, Deploying, and Evaluating Scheming Honeypots Across Production Codebases
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Taming CoT Obfuscation in VLMs: From Mechanistic Evidence to Activation-Level Enforcement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ADMIT: Support-Gated Memory-Write Admission for Document QA Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Route-Consistent Adaptation for Stable Quantization of Mixture-of-Experts Models with Theoretical Guarantees
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cyclic Denoising Reveals Ultrastable Memories in Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Oracle Agreement Reveals the Limits of Self-Consistency Evaluation in RNA Design
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fine-tuning Does Not Reach All: Uneven Safety and Knowledge Dynamics in Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GEAR-Align: Grounding-Evidence-Aware Gradient Routing for Multimodal Alignment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stabilizing Few-Shot Object Detection with Language-Conditioned Probabilistic Prototypes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Semantic-Statistical Prior Banks for Federated Low-Shot Learning under Non-IID Clients
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PepSpecBench: A Unified Evaluation Benchmark for Peptide Tandem Mass Spectrometry Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SGNNBench: A Holistic Evaluation of Spiking Graph Neural Networks on Large-scale Graphs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SoccerNarrate: Event-Grounded Streaming Soccer Commentary with Macro-Window Preference Alignment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MEV: A Multi-Event Video Dataset for Long-Take Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HiGraph: A Large-Scale Hierarchical Graph Dataset for Malware Analysis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Drifting Field Policy: Wasserstein Gradient Flow on Policy Space for Offline-to-Online RL
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent-Lens: Visual Perception in Small Language Models Through Latent Communication
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Q-CoMove: Differentiable Quantum Circuit Priors for Coordinated Motion in Multi-Component Embodied Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VideoMaMa++: Temporally Consistent Video Matting via Preserve-and-Refine Tokens
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HumanScore: Benchmarking Human Motions in Generated Videos
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SWE-GPU-Bench: Can Language Models Solve Real-World GPU Software Engineering Tasks?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
COOP$^2$: Defining, Observing, and Repairing Cooperation in LLM Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fewer Tokens, Fewer Layers: Efficient Vision Token Pruning and On-Policy Distillation to Accelerate VLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Silent Hyperparameter: Quantifying the Impact of Inference Backends on LLM Reproducibility
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Concepts in Motion: Temporal Concept Bottleneck Model for Interpretable Video Classification
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Why Speculative Decoding Works Better Than Predicted on Sparse MoE Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BioSafetyBench: Agentic Cascade Evaluation for the Bio-AI Ecosystem
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SeqDiCO: Sequence-oriented Diffusion for Scale-Generalizable Neural Combinatorial Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mind the Parameters: Lightweight and Efficient Brain Visual Decoding with Shared Tensor Cores
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Boost Reasoning Evolution via Responsive Rollout Difficulty Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MindLoom: Composing Thought Modes for Frontier-Level Reasoning Data Synthesis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EgoStream: A Diagnostic Benchmark for Streaming Episodic Memory in Egocentric Vision
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FinReasoning: A Hierarchical Benchmark for Reliable Financial Research Reporting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Leak-CURBER: A Leakage-Controlled Multimodal Evaluation Benchmark for Enzymatic Reaction Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Orthros: Phase-Aware Heterogeneous Attention for Efficient Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Squeezing to Grounding: Visual Guided DPO for Multimodal Hallucination Mitigation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Reasoning via Constrained Optimization in Latent Space
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient, Accurate and Stable Gradients for Neural ODEs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improved Regret Analysis For Parallel Gaussian Process Bandit Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ScrapeBench: Evaluating Legal Compliance of AI Agents in Website Scraping
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Systematic Evaluation of Co-folding Model Representations for Small-Molecule Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PINNeval: A Comprehensive Evaluation Standard for Physics-Informed Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Consilience for Verifier-Free Test-Time Scaling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond IID: How General Are Tabular Foundation Models, Really?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Compositional Generalisation for Machine Learning Interatomic Potentials
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GEMS-3D: A Large-Scale 3D Gravity, Electrical, Magnetic, and Seismic Earth Simulation Dataset for Multimodal Geophysical Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Medical VLMs Stop Understanding: MedTEC-Bench for Probing Semantic Specificity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DRAGON : A Benchmark for Evidence-Grounded Visual Reasoning over Diagrams
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fine-Detail Monocular Geometry Estimation with Self-Guided Sparse Volumetric Refinement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
gfnx: Fast and Scalable Library for Generative Flow Networks in JAX
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Catastrophic Inheritance Meets Forgetting in Continual Adaptation of Foundation Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Step-wise Rubric Rewards for LLM Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Not All Features Are Created Equal: A Mechanistic Study of Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AEGIS: Almost Surely Safe Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tracing Persona Vectors Through LLM Pretraining
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TraceSim: A Generative Simulator and Benchmark for Joint scRNA-seq and Lineage Tracing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RheoSampling: Resolving the One-Hot Dilemma in Stochastic Dynamic-Tree Speculative Decoding
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Advancing Entropy-Level Credit Assignment in RLVR via Proximal Entropy Policy Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Asymptotics of Neural Network Jacobians: Convergency, Universality, and Phase Transition
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
High-Dimensional Learning Dynamics of Attention-Indexed Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Attribute Completion with Representation Space for Incomplete Graph Domain Adaptation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FC-DGCN: Deep Graph Convolutional Network for Face Clustering and Recognition
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Parallel Rollout Approximation for Pixel-Space Autoregressive Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Abstraction for Retrieval-Augmented Generation
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spik-NeRF v2: Pushing the Limit of Spiking Neural Radiance Fields with $ \pm $I-LIF
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AirIAD: Agentic Iterative Reasoning for Industrial Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PolyTopoBench: A Benchmark for Complex Vector Polygon Generation from Remote Sensing Imagery
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Point-to-Manifold Geometry: Flexibly Overcoming the Curse of Dimensionality in Neural Computational Units
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closing the Loop with Fixed-Point Self-Attention
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HireWatch: Evaluating LLM Compliance with U.S. Employment Law Under Contextual Pressure
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact Channel Decoupling via Joint Diagonalization and Uniform Splicing for Diffusion Transformer Quantization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distill to Think, Foresee to Act: Cognitive-Physical Reinforcement Learning for Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RAPTOR: Ridge-Adaptive Logistic Probes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Fine-Tuning Extract Stored Knowledge? A Relation-Covering Theory for One-Layer Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdKnob: Ad Intensity Control and Labeling for LLM-Native Advertising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multimodal Context-Aware Human Motion Generation with Language, Vision, and Object
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdapMatch: Adaptive Bias Decoupling for Semi-Supervised Partial Label Learning under Unknown Class Distributions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Baba in Wonderland: Online Self-Supervised Dynamics Discovery for Executable World Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PotARCin: Multi-Dimensional Evaluation of Skill Acquisition in Abstract Reasoning Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Sequential Locate-Then-Edit: Optimality and Stability
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ARES: How Reliable Are LLM User Simulators for Recommender A/B Testing?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CRISP: Compositional Reasoning over Images via Stackable Programs for VLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GraphWrit3R: End-to-End Writing of Scene Graphs for Multi-Modal 3D Scenes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CADMA: Capacity-Aware Recall Decomposition for Generative Model Assessment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GUITAR: Structured Failure Diagnosis of GUI Agents via State Transitions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dream-Cubed: Controllable Generative Modeling in Minecraft by Training on Billions of Cubes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NOFE – Neural Operator Function Embedding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLM-WikiRace: A Benchmark for Planning and Reasoning over Real-World Knowledge Graphs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DSBTR: A Diffusion Schrödinger Bridge Trajectory Refiner for Multi-Agent Trajectory Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Simplicity is Enough: ReAct Agents for Prompt Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HumanoidArena: Benchmarking Egocentric Hierarchical Whole-body Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Why Learning Rediscovers the Closed-Form Diagonal Regularizer
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Many Benign Errors are Better than A Few Severe Ones: Evaluating Hallucination Severity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Verifying Agents in Rubric-Graded Environments
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Why DiT Models Underperform as Representation Learners without Long Skip Connections
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exploring Multi-Order Self-Similarity for Motion Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
KernelDNA: Cross-Layer Kernel Sharing via Decoupled Neural Adapters
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimizing the Envy Cycle Elimination Algorithm
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Standardization of Post-Publication Code Verification is Possible with the Support of the Community
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scaling Limits of Long-Context Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-view Relational Distillation for Spatial Reasoning with Vision-Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemeEconomy : Do LLM Agents Trade Ethics for Survival?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Clips to Streams: A Unified Framework for Streaming Sign Language Translation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Memory-Efficient Federated Fine-Tuning of LLMs via Block-wise Progressive Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RoPE Is Not a Proper Relative Position Embedding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WaveletLoRA: Frequency-Aware Content-Style Decomposition for Personalized Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluating Physical Reasoning in LLM Agents Requires Construction Benchmarks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CrystalREPA: Transferring Physical Priors from Universal MLIPs to Crystal Generative Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Progressive Layer-wise Supervision: Deep-to-Shallow Supervision Annealing for Efficient and Robust Speech Deepfake Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Dormant Spiking Neuron: A State-Driven Mechanism for Efficient Spiking Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Patches to Trajectories: Privileged Process Supervision for Software-Engineering Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparse Planning in Visual World Models via Cost Gradients
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Overgeneralization in RND via Spectral Target Design
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compositional Generalization Certificates via the Van Kampen Theorem
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tactile MNIST: Benchmarking Active Tactile Perception
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agent Explorative Policy Optimization for Agentic Multimodal Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evidence Guided Dual Expert Memory with Joint Routing for VLLMs Online Correction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Toward Online Robust Zero-Sum Markov Games with Function Approximation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GraphUAT: Uncertainty Attribution in Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SelfCritic-VLA: Language as Intrinsic Critic for Vision Language Action Models in Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DriveFuture: Future-Aware Latent World Models for Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Progressive Memory Transformer: Memory-Aware Attention for Time-Series
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TabClustPFN: A Prior-Fitted Network for Tabular Data Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HiFloat4 Format for Language Model Pre-training on Ascend NPUs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Error-Guided Bellman Calibration for Semi-Offline Value Estimation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond MSE: Differentiable Complexity Priors for Structure-Preserving Neural Denoising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniToM: Benchmarking Theory of Mind in LLMs via Explicit Belief Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SOC-ICNN: From Polyhedral to Conic Geometry for Learning Convex Surrogate Functions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Curvature-Dependent Lower Bounds for Riemannian Online Convex Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reconstruction or Semantics? What Makes a Latent Space Useful for Robotic World Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Empirical Bayes Rebiasing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AI Control for Sandbagging on Fuzzy Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RankE: End-to-End Post-Training for Discrete Text-to-Image Generation with Decoder Co-Evolution
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Large Language Models Develop Belief State Geometry In-Context
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VideoOdyssey: A Benchmark for Ultra-Long-Context and Omni-Modal Video Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MobTA: Bus-Conditioned Zero-Shot Trajectory Generation via Task Arithmetic
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Eigenfunctions: Divergence Principal Functions for Representation Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DyRA: Dynamic Residual Approximation for Efficient Matrix Multiplication in DNNs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Block-OBS-GS: Exact Per-Block Joint Brain Surgery with Gauss–Seidel Refinement for LLM Pruning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EvoDiagram: Agentic Editable Diagram Creation via Design Expertise Evolution
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Localized Conformal Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Solving Every Step Is Not Enough: Milestone Oracles Reveal a Composition Gap in LLM Math Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Aware Zeroth-Order Optimization for Fine-Tuning Quantized LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OneCanvas: 3D Scene Understanding via Panoramic Reprojection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Lumberjack: Better Differentially Private Random Forests through Heavy Hitter Detection in Trees
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Remote Photoplethysmography Based on a Skin Reflection Exponential Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Vendi Anomaly Scores for Efficient and Accurate Anomaly Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
One-Layer Transformers Provably Learn In-Context K-Nearest Neighbor Prediction with Chain-of-Thought
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Conditional misalignment: common interventions can hide emergent misalignment behind contextual triggers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Offline Constrained Reinforcement Learning under Partial Data Coverage
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Principled Design of Diffusion-based Optimizers for Inverse Problems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Visual Speech Representations via Cross-Modal Distillation and Joint Face-Lip Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M*: A Modular, Extensible, Serving System for Multimodal Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bandits via Additive Quantized Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Discrete Diffusion Playground: A 2D Benchmark for Discrete Generative Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RADAR: Relative Angular Divergence Across Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Q-Focus: Let the Question Guide What to See in Long Videos
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reasoning-based Spatial Prior (RSP): Learning Spatial Priors from Multimodal LLMs for Object Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do We Need Asynchronous SGD? On the Near-Optimality of Synchronous Methods
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Reveals Invisible Structure in Low-Rank RNNs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Survival Models with Right-Censored Reporting Delays
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Veri-Sure: Multi-Agent RTL Code Generation with Temporal Tracing, Slicing and Formal Verification
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProDG: Prototypes for Data-Free Generative Post-Hoc Explainability
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rectified Policy Rollouts with Hierarchical Expert Guidance for Neural Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ask Early, Ask Late, Ask Right: When Does Clarification Timing Matter for Long-Horizon Agents?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TailAdapt: Heavy-Tailed Sparse Variational Adaptation for Long-Tailed Class Incremental Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RePiD: Efficient Recursive Pixel-Space Diffusion via Hierarchical Patch Denoising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IdealCache: Rethinking Cache Scheduling in Diffusion Transformers via Ideal Trajectories
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FISC: Time-Series Forecasting via First-Layer Statistical Calibration Constraints
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FLIP: Fast and Accurate Global Lipschitz Estimation for Large Feedforward Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ZetaEvolve: Learning to Search through History-Conditioned Potential Value
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Proposals, Symbolic Guarantees: Neuro-Symbolic Graph Generative Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Logit-Conditioned Diffusion Decoding for Frozen Discrete-Token VLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What does a Bayes-filtered transformer believe? A predictive Monte Carlo approach
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Aligning Inductive Bias for Data-Efficient Generalization in State Space Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Don't Lose Focus: Activation Steering via Key-Orthogonal Projections
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MAPLE: Latent Multi-Agent Play for End-to-End Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Scenario Reduction for Two-Stage Robust Optimization with Discrete Uncertainty
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Slower Generalization, Faster Memorization: A Sweet Spot in Algorithmic Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRIME: A Modular Approach for Private Synthetic Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive Joint Testing of Policies in Discounted Markov Decision Processes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Coverage-Verified Sparse Attention: Closed-Loop Quality Control for Long-Context LLM Decoding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Darwin-7B: A Multi-Omic Foundation Model for the Human Gut Microbiome via Sparsified Quality-Aware Tokenization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DICEQuant: Distortion-Compensated Rounding with Dual-Ended Shrinkage for LLM Quantization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Video-Mirai: Autoregressive Video Diffusion Models Need Foresight
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bet Imaginatively, not Historically in Independent-Data Sequential Testing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safe Evolution with Circuit Anchors
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PACE-dLLM: Elastic Block Decoding via Confidence Cliff Estimation for Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Split-and-scale Latent 3D Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Control with Multiple Sensors
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Private Online Prediction from Experts with Small Losses
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Global Context Guidance for Diffusion Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
C3: Long-Horizon Character Consistency via Causal-Continuous State Dynamics and Memory Rewriting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Automated Kernel Discovery Towards Understanding High-dimensional Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FaithSieve: Fine-Grained Evaluation of Math Proofs with Faithful Formal Evidence
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SCHOLARPEER: A Multi-Agent Framework for Automated Peer Review
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do LLMs Feel Social Pressure? Locating and Steering Social Desirability Bias in LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closed-Form Implicit Neural Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SKIM: Pruning Large Language Model Agents via Selective Knowledge Informed Masking
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ASAP: Fast Adaptive Sliding Agnostic Poisoning Attack on Federated Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HierRR: Enhancing Instruction Alignment in Open-Vocabulary Indoor Scene Synthesis via Agentic Hierarchical Reasoning and Reflection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamical Adapter Fusion: Constructing A Global Adapter for Pre-Trained Model-based Class-Incremental Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DSSA: Dynamic Sparse Semantic Anchoring for Purifying Protective Perturbations against Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Derived Fields Preserve Fine-Scale Detail in Budgeted Neural Simulators
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniCustom: Unified Visual Conditioning for Multi-reference Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AudioCALM: Continuous Autoregressive Language Modeling for Universal Audio Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CASL-VAE: Learning Structured Latent Variables from Unpaired Data for Semi-supervised Clustering and Paired Sample Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stable Alpha: Adversarial Invariant Representation Learning for Nonlinear Asset Pricing under Temporal Distribution Shifts
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AVIS: Adaptive Test-Time Scaling for Vision–Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intent2CAD: How Semantic-Parametric Supervision Shapes Text-to-CAD Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAVE: A Structured Credit Assignment Approach for Fragmented Visual Evidence Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spherical Flows for Sampling Categorical Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PREPING: Building Agent Memory without Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient algorithms for linear regression with heteroskedastic errors
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STAR: Boosting Time Series Foundation Models for Anomaly Detection Through State-Aware Adapter
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Model-Agnostic FDR Control via Group Gaussian Mirror and Permutation SHAP
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Complexity of Discounted Robust MDPs with $L_p$ Uncertainty Sets
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generalizable Physics Simulation through Compositional Energy Minimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LAMP: Language-Modulated Geometric Preservation for Multi-Modal Object Re-Identification
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Requential Coding: Measuring Model Compressibility by Coding Data Instead of Parameters
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StylePlan: Style-Conditioned Intent Planning for Zero-Shot Coordination
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact-Form Regret and Conservative Correlated Equilibria
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Paradoxes of Game Theoretic Equilibria and Price of Anarchy
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bayesian Optimization on Function Spaces via Sparse RKHS Manifolds
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Busemannformer: Horospherical Self-Attention for Hyperbolic Graph Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Local-Interaction Learning Dynamics: A Markov Random Field Framework for Convergence of Deep Neural Network Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position: Adopt Constraints Over Fixed Penalties in Deep Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mechanistic Interpretability with Sparse Autoencoder Neural Operators
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Concept Unlearning in Diffusion Models via Directional Stability Regularization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Attribution-Guided Shared-Private Decoupling for Noise-Reduced Audio-Visual Representation Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WorldVLA: A Unified Vision-Language-Action and World Model
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ClinMAS: A Knowledge-Grounded Multi-Agent Simulation Framework for Evaluating Clinical Reasoning in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EmoTrack: Robust Depression Tracking from Counseling Transcripts across Session Regimes
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Graph and Simplicial Complex Prediction Gaussian Process via Hodgelet Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LARGO: Low-Rank Hypernetwork for Handling Missing Modalities
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Outcome to Representation: Tracing Reasoning Mechanisms through Integrated Policy Gradient
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Aligning LLMs Toward Multi-Turn Conversational Outcomes Using Iterative RLHF
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Replicability is Asymptotically Free in Multi-armed Bandits
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Chain-of-Thought Is Not Explainability
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MMA-SafetyBench: A Benchmark for Multimodal Agent Safety Evaluation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond [SEG] Tokens: Training-Free Video Reasoning Segmentation via Counterfactual Inference and Contrastive Concept
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Verifiable Environments Are LEGO Bricks: Recursive Composition for Reasoning Generalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Basis-Mediated Bilinear Attention: A New Method for Greatly Reducing Query--Key Pathway Parameters
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Knocking-Heads Attention: Drop-in Shared Projections for Cross-Head Coordination
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Designing Effective Monitor-Based Interventions for Mitigating Reward Hacking During RL
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Transformer FFNs Never See: Theory, Diagnosis, and Lightweight Remediation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Benchmark for Omni-Modal Reasoning in Long Videos
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beckmann Transport Models: From Autonomous Flows to One-Step Maps
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Enhancing Novel View Synthesis via Geometry Grounded Set Diffusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Compositional Training-Free Diffusion Planning for Long-Horizon Multiple Reach-Avoid Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HALO-VGGT: Heterogeneity-Aware Lightweight Online Compression Allocator for Efficient VGGT
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
P$^{3}$: Joint Program-and-Proof Planning\\ for Verified Code Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CrossID: Cross-Supervised Spatio-Temporal Gated Fusion for Personalized Portrait Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Time series analysis with Gumbel dynamics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Counterfactual Explanations for Time-Series Classification via Constrained Flow Matching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SSR3D-LLM: Structured Spatial Reasoning via Latent Steps for Fine-Grained Grounding in Unified 3D-LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Algorithm for Contextual Queueing Bandits with Rate-Optimal Queue Length Regret
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adversarially Attacking Symbolic Vocabulary Vulnerabilities In LLM Planners
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reasoning with Undecoded Tokens in Diffusion Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Evaluating Neural Data Tokenizers: A Framework for Assessing Learned Representations of Spiking Activity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Task-Induced Riemannian Metrics for Vision Transformer Feature Spaces
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Orthogonal Updates for the Win: Towards Accelerated Adaptive Minimax Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Faithful Embeddings of Irregular and Asynchronous Data for Online Log-NCDEs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MARS: Multi-resolution Adaptive Routing for Sequential Recommendation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safe Active Learning with Future Viability Guarantees in Time-Series Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Design Space of Tri-Modal Masked Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
POST: Progressive Object-Slot Tokenization for Multimodal Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Decoupled PEFT: Geometry-Aware Low-Rank Adaptation via Riemannian Reparameterization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pooling Versus Ensembling for Ridge Regression Under Covariate Shift
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Value-Priced Uncertainty: A Family of PPO-Compatible Exploration Bonuses
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAPER: Clause-Aligned Process Supervision for Text-to-SQL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Auto-Rubric as Reward: From Implicit Preference to Explicit Generative Criteria
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Model Collapse is a Singular Complexity Trajectory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving Continual Video Instance Segmentation via Spatial-Temporal Balanced Mixture-of-Experts Adapters
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding Multimodal Failure in Action-Chunking Behavioral Cloning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLM Flow Processes for Text-Conditioned Regression
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VeriScope: Measuring Verification-Ready Verilog Artifacts
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Nexus: Same Pretraining Loss, Better Downstream Generalization via Common Minima
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Manifold-Guided Stereo-Monocular Refinement for Endoscopic Stereo Disparity Estimation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Auditing Capsule Vision 2024: Within-Split Train-to-Validation Re-Exposure and a Kvasir-Channel Sensitivity Diagnostic
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Skill-Adaptive Noise Scheduling for Diffusion Policies
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Boosting Multiagent Reinforcement Learning at High Replay Ratios with Ensemble Reset
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Kernelized Activation Steering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inferring Computational Structure from Neural Recordings with Gain-Modulated Linear Dynamical Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multimodal AI Detection In Two Words
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Temperature Guidance For Robust Reward Conditioning In Diffusion Planning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REAL-MED: Benchmarking LLM Agents on Real-World Medical Tasks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Does Cross-Panel Pretraining Transfer Under Marker Heterogeneity? A Large-Scale Empirical Study in Clinical Flow Cytometry
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReFlex: Faithful Panorama Reconstruction from a Single Image with Reflections
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Polynomial-Time Algorithm for Thiele Voting Rules with Voter Interval Preferences
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Confidence Estimation via Decoupled Smoothing for Dynamic LLM Routing and Aggregation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Orthogonal Sparse Subgraph Alignment for Structure-Function Coupling in Brain Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Surrogate Perspective on Convergence of Fixed-Target DQN
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Model of Diverse Sampling from Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PRISM: Spectral Pruning and Reconstruction for Parameter-Efficient Model Merging of MLLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LinuxArena: A Control Setting for AI Agents in Live Production Software Environments
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding Layer Patching in Model Size Interpolation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Do Agentic LLMs Decide to Call Tools? A Scaffold Default Controlled by Suppression
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning When to Stop: Selective Imitation Learning Under Arbitrary Dynamics Shift
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Parallelism Pays Off: Cohesion-Aware Task Partitioning for Multi-Agent Coding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CruxBench: A Benchmark of Information Discovery
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Heteroscedastic Variational Last Layers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Deep Heteroskedastic Regression: Post-Hoc Variance Estimation from Latent Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Chance-constrained Flow Matching for High-Fidelity Constraint-aware Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SUPERVISE: A Unified Framework for Standardized and Reproducible Superpixel Evaluation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Irreducible Supervision Enables Compositional Generalization in Post-Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Multiscale Single-Index Model: A Toy Model for Hierarchical Feature Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AffordSim: A Scalable Data Generator and Benchmark for Affordance-Aware Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BrainVista: Modeling Naturalistic Brain Dynamics as Multimodal Next-Token Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Average Flatness: Domain-wise Flatness for Domain Generalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multiple Instance Verification
[
Poster]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Explaining Cross-Modal Model Behavior with Gradient-Estimation-Based Feature Interaction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Does Structure Help? Statistical Tradeoffs for Structured Reverse Processes in Diffusion Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On the Necessity of Guidance Decay: From Three-Phase Analysis in Gaussian Mixture Models to Dynamic Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Q-Residual Physics: Hamiltonian-Structured Quantum Residual Learning for Embodied Dynamics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dispatchable Coordination Envelopes for Embodied Collaboration Under Sequential Uncertainty
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TrajLift: Encoding Verbal Memory Dynamics via Heat Diffusion on Semantic Hierarchies
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Do We Really Need Diffusion for Generative Object Detection? A Minimal Prototype Perspective
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MoE-SpAc: Efficient MoE Inference Based on Speculative Activation Utility in Heterogeneous Edge Scenario
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Projector Training in Multimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Audit ML Models with Theory of Mind
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Laplacian Keyboard: Beyond the Linear Span
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAIRN: Cross-Room 3D Scene Understanding with Topology-Aware Large Multimodal Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Drives Test-Time Adaptation for CLIP? A Controlled Empirical Study from an Update Perspective
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stabilizing the Dynamic Low-Rank Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparsely Supervised Diffusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Split Then Select: Moment-Preserving Density Control for Generalized Primitive Splatting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hearing the Unspoken: Simulator-Induced Asymmetric-View Policy Optimization for Proactive Task-Oriented Dialogue
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cognitive Firewalls: A Synthetic Account of Cross-Lingual Reasoning Collapse
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Augmented Exact Exponential Algorithms
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mesh BDF: Barycentric Dominance Field for 3D Native Mesh Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unveiling Implicit Advantage Symmetry: Why GRPO Struggles with Exploration and Difficulty Adaptation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CommunityKV: Efficient Long-Context Decoding via Graph Partitioning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cache the Future: Training-Free Self-Revision for Diffusion Transformer Acceleration
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When LLMs Know but Fail to Reason: Injecting Memory for Reasoning Enhancement
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Optimal Hidden-Target Learning for Online Inventory Optimization on General Convex Sets
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safe-Fair MACPO: Burden-Fair Constrained Policy Optimization for Safe Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MLLMEraser: Achieving Test-Time Unlearning in Multimodal Large Language Models through Activation Steering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exact Gaussian Moment Matching for Residual Networks: a Second-Order Method
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Informative Invariant Representations via Hierarchical Latent Decomposition
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Kernel-Gradient Drifting Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ECHO: Continuous Hierarchical Memory for Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Far Is Too Far? Object Recognition Declines Monotonically with Semantic Distance
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Parallel Broyden methods for efficiently evaluating nonlinear state space models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
REACT: Physically and Chemically Consistent Reconstruction of Marine Active Tracers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Higher-Order Cell Tracking Transformer
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Edge Independence Fails: Joint Graph Diffusion with Latent Sociability Priors
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding and Defending VLM Jailbreaks via Jailbreak-Related Representation Shift
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Teaching VLMs What to Say, Not How to Reason: Rethinking Counterfactual Reasoning in Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EvoMM: Reinforced Self-Evolving Multimodal Agentic Memory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Fast and slow gradient descent dynamics of logistic regression through weak alignment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Multi-Variable Conformal Prediction: Optimizing Prediction Sets without Data Splitting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing Across Skies and Streets: Feedforward 3D Reconstruction from Satellite, Drone, and Ground Images
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SLiDE: Structured Linear Dynamics for Forecasting with Exogenous Inputs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Rate Transfer for Hybrid Transformer-SSM Architectures
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Understanding the Convergence of Direct Training of SNNs with Surrogate Gradients
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Latent Refinement Decoding: Enhancing Diffusion Language Models by Refining Belief States
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Global PIQA: Evaluating Commonsense Reasoning Across 100+ Languages and Cultures
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Is Memorization Actually Necessary for Generalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Provable Pruning for Efficient 3D Gaussian Splatting via Coresets
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Making Open-Source Text LLM Watermarks Durable Against Merging
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Latent Space Bayesian Optimization with Marginalized Kernel
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CausalConflictBench: Can Multimodal Models Follow Local Mechanisms That Conflict with Commonsense?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HeMeR: Heterogeneous Memory Reconciliation for Embodied Agents via Structured KV Reuse
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PAPO-VLA: Planning-Aware Policy Optimization for Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Is a Linear Probe Evidence of a Linear Representation?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Benchmarking Open-Ended Multi-Agent Coordination in Language Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging the Gap: Position-Independent Cache Reuse for Hybrid SSM-Attention Architectures
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StableVQ: Practical Guidelines for Stable Vector-Quantized Tokenizer Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Unified Panoramic Geometry Estimation via Multi-View Foundation Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ARGUS: Stacked Multi-View Identity Mosaic Injection for Subject-Preserving Video Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Defining Operational Conditions for Safety-Critical AI-Based Systems from Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
scMAF: Single-Cell Multi-Omics Clustering via Adaptive Modality Fusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Foundation Pareto Flow Policy for Multi-Objective Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Binary Regression: Universal Ising Model, Binary Expansion and Beyond
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FrequencyBooster: Advancing Pixel Diffusion for High-Fidelity Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Information-Theoretic Generalization Bounds for Sequential Decision Making
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
M2A: Synergizing Mathematical and Agentic Reasoning in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Recommend in Unknown Games
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Infrared Small Target Detection: A Foundation Driven Efficient Paradigm
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Entropy Polarity in Reinforcement Fine-Tuning: Direction, Asymmetry, and Control
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AsyncOPD: How Stale Can On-Policy Distillation Be?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Query-Limited Community Recovery in Stochastic Block Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Read, Parse, Describe: Unified Document Parsing with Visual Element Description Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Agent$^2$ RL-Bench: Can LLM Agents Engineer Agentic RL Post-Training?
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seeing Is Not Screening: Multimodal Hidden Instruction Attacks on Agent Skill Scanners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Revisiting Diffusion Fine-Tuning for Unsupervised Domain Adaptation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Discovering What You Can Control: Interventional Boundary Discovery for Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Continuous-Time Markov Chain: Discrete Diffusion via Decoupled Jump Timing and Direction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HIRaD: Hidden Interaction Inference from Predictive Radar Dynamics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Posterior-First Neural PDE Simulation: Inferring Hidden Problem State from a Single Field
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Subgoal-driven RL Framework for Improving Long-Horizon Web Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CHAIN: Complementary Signed Graph Propagation for Uncertainty Quantification in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VI-Bench: Benchmarking Prompt Inversion from AIGC Videos
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cross-Model KV Cache Transfer in LLM Families: A Closed-Form Linear Mapping for Prefill Reuse
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Quantile Geometry Regularization for Distributional Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Quantile-Coupled Flow Matching for Distributional Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WAXAL: A Large-Scale Multilingual African Language Speech Corpus
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ARROW: Augmented Replay for RObust World models
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AgentSSL: Can MLE Agents Leverage Unlabeled Data?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Nearly Optimal Fixed-Confidence Best-Arm Identification with 1-Bit Feedback
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sparse Koopman Autoencoders Identify Local Dynamical Regimes in Multibasin Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The VLM as Sensor: Bayesian Active Search for Long Video Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distillation of Foundation Models for Time-dependent PDEs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MetaKE: Meta-Learning for Knowledge Editing Toward a Better Accuracy-Editability Trade-off
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hybrid Reinforcement Learning for One-step Degraded Infrared and Visible Image Fusion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Closed-Form Linear-Probe Dataset Distillation for Pre-trained Vision Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Anymotion: A Dataset, Benchmark, and Baseline for Controllable Human Motion Editing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Seed-Your-Motion: Householder Orthogonal Noise for Motion-Controllable Video Diffusion Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HyrCap: Hybrid Rank-Calibration of Action Proposals for Temporal Event Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OmniMemBench: Towards Scalable Evaluation of Long-Term Omni-Modal Agent Memory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Incorporating Hierarchical Semantics in Sparse Autoencoder Architectures
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sequence-to-Sequence Modeling with Camera-Induced Priors for Multi-View Stereo
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Circuit Architectural Priors for Rat Locomotion
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Neural Operator-based Curriculum Learning for Physics-Informed Neural Networks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Safety Reconstructed: Generative Modeling via Masked Diffusion Builds Strong Safety Guardrails
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging CLIP with DINO: Cross-Modal Information Maximization for Online Test-Time Adaptation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry-Constrained Kolmogorov–Arnold Networks: Learning Edge Geometry via Banach Duality
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Face Deepfake-aware Recovery via Semantic-driven Facial Representation-based Watermarking
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Vermeer: Autoregressive generative modeling of microscopy predicts protein localization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Efficient Prediction of Pass@k Scaling in Large Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond the Dirac Delta: Mitigating Diversity Collapse in Reinforcement Fine-Tuning for Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LeCellModel: Interpretable Density Estimation over the Gene Expression Manifold
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CrafterDojo: A Suite of Foundation Models for Building Open-Ended Embodied Agents in Crafter
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ask-E: An Environment for Calibrated Question Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scaling Linear Mode Connectivity and Merging to Billion Parameter Pretrained Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
IntentLens: Grounding Underspecified Multimodal Queries for Recommendation via Tool-Augmented Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UniCon3R: Unified Contact-aware 4D Human-Scene Reconstruction from Monocular Video
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
World Motion Models: Flexible Sequence Modeling of SE(3) Trajectories
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reflective Prompted Policy Optimization: Trajectory-Grounded Revision and Salience Bias
[
Slides]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Statistical Framework for Algorithmic Collective Action with Multiple Collectives
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning What to Forget: Improving LLM Unlearning via Learned Token-Level Importance
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Tokens to Tactics: Adversarial Text Optimization in an Axis-Aligned Rhetorical Strategy Space for Harmful Content Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Data-Free Metrics Are Not Invariant Under Functionality-Preserving Reparametrisations
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MixForensics: Blend Before You Encode for Generalizable AI-Generated Video Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BELLS-O: Evaluating the Operational Trade-offs of LLM Supervision Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Biological Graph Priors Enable Representation Learning for Cellular Microscopy
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Representation Learning Enables Scalable Multitask Deep Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReGen: Agentic Video World Modeling with Synergized Reasoning and Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When and Why Does Multi-Agent Debate Fail and Does It Really Underperform?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Resolution-Aware Structural Density Peak Clustering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Correlation-Aware Contextual Bandits with Surrogate Rewards for LLM Routing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TimeOperator: A Function-to-Function Approach to Time Series Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Axiomatic Reinforcement Learning for Open Multi-Agent Systems from Shapley Axioms
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Artificial Aphasias in Lesioned Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Fine-Grained Vision-Language Alignment from Discriminative Part Descriptions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Implicit Value Probing: Inferring Human Value Preferences via Strategic Multi-Turn Conversations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Programmatic Reasoning with Structural Schema: A Unified Framework for Multi-Table Inference
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Joint Certification for Attributed Graphs: Beyond Topology-Only Robustness
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Predictive Concept Decoders: Training Scalable End-to-End Interpretability Assistants
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Senses Wide Shut: A Representation-Action Gap in Omnimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diffusion Transformers with Residual Adaptive Layer Normalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Intervention-Guided Image-Free Classifier Expansion for Fine-Grained Recognition
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
What Gets Measured Gets Managed: Sign-aware Recommendation Needs Sign-aware Evaluation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Universal Approximation Theorems for Dynamical Systems with Infinite-Time Horizon Guarantees
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Extrapolative Weight Averaging Reveals Correctness–Efficiency Frontiers in Code RL
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Large Language Model Selection with Limited Annotations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Disambiguating 2D-3D Correspondences in Gaussian Splatting-based Feature Fields for Visual Localization
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Phase Transitions in Attention: A Bayesian Theory of Copy Head Emergence
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cross-Layer Evolution Graph Learning for Fine-grained VLM Hallucination Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Preconditioned Flow Matching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AsymPipe: Accelerating Large-scale DiTs Image Editing via Asymmetry-Aware Pipeline Parallelism
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
End-to-End Training for Unified Tokenization and Latent Denoising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reason in the Words You Speak: Idiolectal Paraphrasing Off-Policy Traces for Reasoning Distillation in VideoLLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Spectral Degeneration of Softmax Attention under Isotropic Score Geometry
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Small to Large: Cross-Scale Graph Domain Adaptation via Local-Global Structural Alignment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RCSTAT: A Statistical Framework of Relative Contextualization in Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cross Flow: One-Step Generation Across Latent and Pixel Spaces
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Incompleteness: Formalizing Protocol Divergence and Train-Once Learning for Robust IMVC
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Flow Map Language Models: One-step Language Modeling via Continuous Denoising
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Unified Framework for Image-to-3D Part Generation via Variable Granularity
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GeoRad-3D: Factorized Geometry Transport and Residual Radiometry for 3D Radar Nowcasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Can LLMs explain themselves truthfully with code?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Phase Space Attention: A Hairer Lift Resolves the Single-Layer Induction Obstruction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FA-LAM: Focus-Aware Large Avatar Model for One-Shot 4D Animatable Gaussian Head
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OASIS: Observation-Action Space Alignment via SE(3) Trajectory Prediction for Robotic Manipulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cite What You Explore: Budget-Aware LLM Reasoning over Medical KGs with Verifiable Evidence
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PROTEUS: A Self-Evolving Red Team with Surface Expansion for Agent Skill Ecosystems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Scene-Grounded Interaction Priors for Scene-Aware Human Motion Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HAMSTAR: Hamiltonian Structured Inter-Period Refinement for Long-Term Time Series Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Search-Tree Scaling in Parallel Monte Carlo Tree Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SAGE: Scalable Automated Robustness Augmentation for LLM Knowledge Evaluation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving Neural Processes in the Low-Data Regime via Context-Subset Training and Self-Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ManiFusion: Unlocking High-Throughput Generation via Superposition in Manifold Space
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cascaded Sparse Autoencoders LearnMulti-Level Visual Concepts in Multimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learnable Diffusion-based Positional Encodings for Link Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Foundation Model Transparency Index
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SANEval: Open-Vocabulary Compositional Benchmarks with Failure-mode Diagnosis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
UnlearningSoup: Is Repeated Tuning Necessary for Large Language Model Unlearning?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Parallel Multi-Agent Systems: A Cost-Aware Framework for Efficient Coordination
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RISE-Video: Can Video Generators Decode Implicit World Rules?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STREAM: Stochastic Riemannian Flow Matching with Anisotropic Decoder for Digital Histopathology Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
OrangeTree: A Linear and Tree-based Time Series Forecasting Model Supporting Multiple Input and Output Lengths
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CacheMAS: Cache Communication for Single-Pass, Jointly-Optimized Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SwiftVLM: Efficient Vision-Language Model Inference via Cross-Layer Token Bypass
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Diffusion LLMs are Natural Adversaries for any LLM
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learnable Spectral Activations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TIC-GRPO: Provable and Efficient Optimization for Reinforcement Learning from Human Feedback
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CODA: Cohort- and Drift-aware Foundation Model for Multimodal Clinical Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Trust Region Approach for Learning Schrödinger Bridges
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Scalable Maximum Entropy Reinforcement Learning for Diffusion Policies via Adjoint Matching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Online Allocation with Unknown Shared Supply
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AlloSpatial: Agentic Harness Framework for Spatial Reasoning in Foundation Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Phantom Transfer: Data Poisoning can Survive Data-Level Defences
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Which Pairs Should We Compare for DPO?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dynamic Context Modeling for Longitudinal Mental Health Monitoring under Distribution Shift
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SpectralKV: Redundancy-Aware KV Cache Compression via Spectral Coreset Selection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distilling Graph Geometry: Knowledge Gap from GNNs to MLPs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TimeTok: Granularity-Controllable Time-Series Generation via Hierarchical Tokenization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Value of Covariance Matching in Gaussian DDPMs and the Lanczos Sampler
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Crosscoding Through Time: Sparse Feature Discovery Across Sequence Positions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Training with Harnesses: On-Policy Harness Self-Distillation for Complex Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MindShape: Superquadric-Constrained High-Fidelity 3D Reconstruction from fMRI
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Outcome: Trajectory-Driven Prompt Optimization via Multi-Dimensional Rewards
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-Programmed Execution for Language-Model Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Physics-Informed Functional Tucker Method with RKHS Factors for Sparse Spatiotemporal Reconstruction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MCAS: Signal-Processing-Based Multi-View Contrastive Learning for Acoustic Sensing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
InfiniteVL: A Systematic Approach to Highly-Efficient, Ultra-Long Multimodal Understanding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DisCoMBO: Steering Expert-in-the-Loop Black Box Optimization via Distributional Conformance
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Domain-Conditioned Class Imbalance: Why Global Class Balance Fails Across Domains
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RESIST: Resilient Decentralized Learning Using Consensus Gradient Descent
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
EvoCodeBench: Evaluating Coding Agents in Multi-Turn Iterative Interactions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Differentiable Belief-based Opponent Shaping
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
I-Perceive: A Foundation Model for Vision-Language Active Perception
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MaRK: Markov-adapted Recurrent Kernels for Dynamic Operator Conditioning in State Space Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PO-PDDL: Learning Symbolic POMDPs from Visual Demonstrations for Robot Planning Under Uncertainty
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Distributionally Robust Mixture-of-Experts Training
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MoCA: Mixture-of-Components Attention for Scalable Compositional 3D Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Point Tracking Improves World Action Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Masked Diffusion Language Agents for Tool-Integrated Chemical Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Forced Orders: What LLM Leaderboards Hide About Model Comparisons
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Alternation Depth Principle for Neural Operator Design
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SynGeo: Synergizing Seeing and Proving through Revisable Geometric States
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Compute- and Data-Optimal Pretraining
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking "RL Generalizes, SFT Memorizes": The Role of SFT Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Before It Fades: Reinforcing Temporal Representations at Inference Time in VideoLLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BrainCoT: A Multi-Task Zero-Shot Brain Signal Foundation Model with Neurometric-Anchored Chain-of-Thought Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
WTF?! Simulation-Free Reinforcement Learning with Wasserstein-Tilted Flow Maps
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rethinking Softmax Attention: Polynomial Activations for Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position: Machine Learning Models for Reaction Transition States Deserve Better
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mitigating Overthinking in Large Reasoning Language Models via Reasoning Path Deviation Monitoring
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
S$^2$-RL: Sample-Set Dual Reinforcement Learning for Generative Semantic Segmentation Dataset Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From Reasoning Chains to Verifiable Subproblems: Curriculum Reinforcement Learning Enables Credit Assignment for LLM Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Invisible Ink, Visible Lies: How Production Watermarking Causes LLMs to Hallucinate
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Exposing and Mitigating Temporal Attack in Deepfake Video Detection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AMGenC: Generating Charge Balanced Amorphous Materials
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ProteinOPD: Towards Effective and Efficient Preference Alignment for Protein Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Resolving Time-Frequency Ridge Crossings via Frequency-Rate Lifting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Approximation of Maximally Monotone Operators : A Graph Convergence Perspective
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Strong Helps Weak: Directional Cross-Modal Alignment Transfer in Multi-modal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Subdata Selection: A Unified Framework for Optimal Selection and Statistical Efficiency Assessment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MaPP: A Unified Marginalized Posterior-Predictive Framework for Data-Efficient RLVR
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Gradient Routing Localizes and Removes Unintended Behaviors in RL
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STEER: Route-Aware Adaptive Reasoning for Autonomous Driving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Capricorn: Highly Efficient and Secure Mixture of Experts Inference Framework
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Felid: A Flexible and Efficient Design for Transformer Fine-Tuning over Encrypted Data
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
When Can Digital Personas Reliably Approximate Human Survey Findings?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Prism: Harmonizing Missing Modalities via Implicit Structural Alignment on Lightweight Pulse RWKV for Multimodal Crack Segmentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
STILL: Selecting Tokens for Intra-Layer Hybrid Attention to Linearize LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TOM-Pruning: Target-aware Output Manifold for LLM Pruning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LAQuant: A Simple Overhead-free Large Reasoning Model Quantization by Layer-wise Lookahead Loss
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
KV Cache Compression via Attention Output Distortion Minimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learn from your own latents and not from tokens: A sample-complexity theory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cracks in the Foundation: A Civil Infrastructure Dataset to Challenge Vision Foundation Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Orthogonal Origin Parking: Decoupling Lorentz Manifolds for Robust OOD Generalization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Disentangled Multimodal Learning for Scalable Dynamic IR-Drop Analysis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Measuring Coherence in Predictive Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Detect Anything in Graphic Design: Element-Level Rewards for Autoregressive Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Towards Effective and Transferable Physical Camouflage against Multi-View BEV-based 3D Perception in Autonomous Driving
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReSMap: Recasting Satellite Priors for Robust and Accurate Online HD Map Construction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Kinetic-Optimal Scheduling with Moment Correction for Metric-Induced Discrete Flow Matching in Zero-Shot Text-to-Speech
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Motif-Mamba: network motif improved mamba for long-range sequence modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning to Group and Order: Cross-Instance Self-Supervised RL for Vision-Centric MLLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Mutual Predictability Decomposition: Learning Interpretable Cross-Set Structure via Bi-Directional Prediction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning-to-Memorize: Dynamic Context Management for Long-Horizon Autoregressive Video Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RSRCC: A Remote Sensing Regional Change Comprehension Benchmark Constructed via Retrieval-Augmented Best-of-𝑁 Ranking
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Batched Hartigan's $k$-Means Clustering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
SAMoR: Motion Modelling for Articulated Objects of Any Skeleton and Topology
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Near-Optimal Regret in Adversarial Kernel Bandits
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Principled Policy Optimization for LLMs via Self-Normalized Importance Sampling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Computational Depth Predicts Quantization Sensitivity in Multimodal Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PreDiff: Sequential Recommendation by Denoising Preference Distributions
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structure-Prompted Multimodal Protein Language Model for Preference-Aligned Fitness Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Stability-Aware Self-Training for CLIP under Cross-Modal Anchoring Mismatch
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PriSM: Prior-guided Shared-basis Mixture Personalization for LLMs under Sparse User Histories
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CURE: Visual Reprogramming of Vision-Language Models under Limited Supervision
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dual-Space Preconditioning for Variational Inequalities and Root-Finding Problems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Leveraging unlabelled data for generalizable neural population decoding
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Unified Image and Video Encoder for Multimodal LLMs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Subliminal Learning Is Steering Vector Distillation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reinforcement Learning-Guided Symbolic Execution for Efficient and Exploitable Smart Contract Analysis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Adaptive multiscale operator correction via learned spectral subspace and physics-informed optimization.
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Eliciting Secret Knowledge from Language Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Opponent Modeling in Incomplete-Information Continuous Colonel Blotto
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LINC: Decoupling Local Consequence Scoring from Hidden Matching in Constructive Neural Routing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
$PAS^2$: Physics-Anchored Spectral Reasoning for Air Quality Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Improving Flexible Image Tokenizers for Autoregressive Image Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ChunkFT: Byte-Streamed Optimization for Memory-Efficient Full Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Inverting the Bellman Equation: From $Q$-Values to World Models
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DDGE: Disentangled Dirichlet Geodesic Evaluation for Robust Few-Shot Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Semantic Concept Steering Breaks the Explanation Drift Loop in Continual Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Where It Matters: Geometric Anchoring for Robust Preference Alignment
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Selected-Tail Reliability in Verifier-Guided Best-of-$N$ Inference
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Reading Between the Dots: Decoding Hidden Computation across Filler Tokens
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AC/DC on a Budget -- Alternating Sparse Phases
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Teaching Large Language Models When Not to Know: Learning Temporal Critique for Ex-Ante Reasoning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
META-PAP: Meta-learning for Prompt-aware Preference Pairing in LLM Alignment
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DTGS: Physics-Embedded Dynamic Thermal 3D Reconstruction with Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Offloading Score: Measuring AI Reliance through Counterfactual Workflows
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Rubric-Align: Safety Alignment through Dynamically Co-Evolving Rubrics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Regret-Based $(\epsilon,\delta)$-optimal Stopping Criteria for Bayesian Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Bridging Risk Approximation Gaps in Model Predictive Task Sampling via In-Context Modeling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hallucination as Commitment Failure: Larger LLMs Misfire Despite Knowing the Answer
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pixels to Tokens: Token Space Efficient Active Learning for Low-Budget Semantic Segmentation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Jointly Robust Fairness: Overcoming Simultaneous Label and Attribute Noise
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Long-Context Generation Is a Sampling Problem
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Persona Generators: Generating Diverse Synthetic Personas for Arbitrary Contexts
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Langevin: Sampling Multimodal Densities using the Witten Laplacian on 1-forms
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Pairwise AUC Optimization Needs Corrective Power: A Unified View
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PatchKV: Weight Space Compensation of KV Cache
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ReFPO: Reflow Regularization for Flow Matching Policy Gradients
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Boundary Mass in Feature Space as a Label-Budget Diagnostic for Representations
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Auxiliary Clues Aware’s Geometry Problem Solving
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Beyond Expected Values: Risk-Sensitive Planning with Distributional Monte-Carlo Tree Search
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
GraDE: A Graph Diffusion Estimator for Frequent Subgraph Discovery in Neural Architectures
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
VecDBLens: A Modular Framework for Diagnosing Vector Databases Retrieval Pipelines
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DrugSAGE: Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How are linear representations learned? Exact solutions to the dynamics of abstraction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
BQ-LoRA: Binary-Quantized Low-Rank Adapters as Implicit Regularizers for Parameter-Efficient Fine-Tuning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
An Equivariance Principle for Optimizer Design: Symmetry-Compatible Updates for Embeddings, LM Heads, and MoE Routers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TACT: Mitigating Overthinking and Overacting in Coding Agents via Activation Steering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
From I/O to Code with Discovery Agent
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Market Regime Council for Dynamic Credit Assignment in Multi-Agent LLM Decision Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RESBev: Making BEV Perception More Robust
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CAM: Question Answering on Entity-Centric Videos with Continuous Extraction and Adaptive Querying
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Medical LLMs as Medical World Models: Unified Policy-Dynamics Learning with Test-Time Search
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Linear Ensemble Sampling with Fewer Ensembles
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Single Shot HDR Recovery via a Video Diffusion Prior
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TELEVAL: A Benchmark Designed for Spoken Language Models in Chinese Interactive Scenarios
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
On Nash Equilibria in Participatory Budgeting with Donations and Beyond
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Generative Actor-Critic with Soft Bridge Policies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sequential Membership Inference Attacks
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Real In, Real Out: What If We Only Use Real Data for Scene Text Editing?
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Robust Conditional Conformal Prediction via Branched Normalizing Flow
[
Poster]
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
HERO: A Heterogeneity-Aware Benchmark Library for Federated Continual Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FELPS: Fair and Efficient Scheduling for Multi-LoRA Serving System
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Cheap Talk, Real Stakes: Commitment and Exploitation in Human-LLM Strategic Interaction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
StainNFT: Curriculum-Gated Multi-Reward Post-Training for Pathology-Faithful Virtual Staining
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
S2T-RLHF: Hierarchical Credit Assignment for Stable Preference-Based RLHF
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Learning Spectral Compositional Koopman Operators for Global-to-Regional Weather Forecasting
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LDD-RFM: Learnable Domain Decomposition for Random Feature Models via Variable Projection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sustainability in the Loop: AI Model Development Should Be Multi-Objective
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Real-World Dual-Pixel Raindrop Removal: A New Benchmark and Degradation-Adaptive RWKV Baseline
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Graph Topology Augmentation for Prioritized Sweeping in Non-stationary Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
NASDAQ: Normalized Observation Space Dynamics-Augmented Q-Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
TOPPO: Rethinking PPO for Multi-Task Reinforcement Learning with Critic Balancing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FLARE: Verifying MILP Reformulations with LLM-Based Formal Proof Synthesis
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LLMs Optimizing LLMs: Automated MegaKernel Generation for Inference Acceleration
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Hierarchical Regime-Conditioned Dynamics for Spatiotemporal Graphs
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Provably Safe, Yet Performant Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Geometry Matters in Packed 3D Attention
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CLEF: EEG Foundation Models for Learning Clinical Semantics
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Structural Support Certificates for Mechanistic Hypothesis Selection
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Voice "Cloning" Is Actually Style Transfer
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
COMPOSE: Composing Future Theorems from Citations and Formal Structure
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
A Dual-Domain Vision Transformer with Spectral Positional Bias
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Recovering the Apresjan Hierarchy Using Linkage-Based Clustering
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Calibrating Generative Models to Feature Distributions with MMD Finetuning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Marauder’s Map: Bézier Manifolds Reveal Hidden Surfaces for Model Merging and Ensembling
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
PatchScout: Thematic Web Data Collection via Information Foraging
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AdaptNC: Adaptive Nonconformity Scores for Conformal Prediction under Distribution Shift
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
ASH: Agents that Self-Hone via Embodied Learning
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
How Likely Are Voting Rules Equitable?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Short-Context Dominance: How Much Local Context Natural Language Actually Needs?
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
LOCU: Löwdin-Orthogonalized Constraint Updates for Multi-Constraint Policy Optimization
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FlashSSM-3D: A Distilled State Space Model for Lightning-Fast Dense 3D Reconstruction
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
CLIOPATRA: Extracting Private Information from LLM Insights
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RANSAC Scoring Done Right
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
MEME: Lightweight Hierarchical Mixture-of-Experts for Unified Affective Computing
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sharp Capacity Scaling of Spectral Optimizers in Learning Associative Memory
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
RadarFlowPose: Vision-Inspired Coarse-to-Fine Skeleton Refinement with Flow Matching
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Position Without Positional Embeddings: A Directional Mechanism in NoPE Transformers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
High dimensional theory of two-phase optimizers
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Decentralized Q-Learning in Markov Potential Games
[
OpenReview]
Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Transferable SCF-Acceleration through Solver-Aligned Initialization Learning
[
OpenReview]
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
AI and Data Science for Her: Training the Next Generation of High School Girls in Nigeria
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The Voice-Native Classroom: Multilingual AI Co-Teachers for Global ML Education
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
DTCH Digital Turcologist Bootcamp: Evidence-First, Evaluation-First AI/ML for Under-Resourced Historical Turkic Languages and Cultural Heritage Data
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
The 100x Challenge: Compression-First Research Pipeline for Bandwidth-Constrained Regions
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
FATE-AI: Futures of Agriculture, Technology, and Ecology in Artificial Intelligence
Bridging the Future Poster
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Wikair (Student-Led Nonprofit), a Global, Youth-Led, Interdisciplinary AI Education Program
Session
Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None
Sydney Poster Session 4
Talk
Wed Dec 09 05:00 PM -- 06:00 PM (AEDT) @ C3.6 None
Science Communication Training Session 2
Successful Page Load