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(132 events)   Time zone: Conference local time zone  
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Oral
None
TiRex-2: Generalizing TiRex to Multivariate Data and Streaming
Patrick Podest ⋅ Marco Pichler ⋅ Elias Bürger ⋅ Levente Zólyomi ⋅ Bernhard Voggenberger ⋅ Wilhelm F Berghammer ⋅ Daniel Klotz ⋅ Sebastian Böck ⋅ Günter Klambauer ⋅ Sepp Hochreiter
[ OpenReview] 
Oral
None
Clarification as Supervision: Reinforcement Learning for Vision-Language Interfaces
John Gkountouras ⋅ Ivan Titov
[ OpenReview] 
Oral
None
GenAI Evaluation Results are Largely Artifacts of Evaluation Design Choices: Evidence from Audit Studies of Resume Screening
Nicole Meister ⋅ Hannah Cha ⋅ Mohammed Alsobay ⋅ Alexandra Chouldechova ⋅ Alex Dow ⋅ Hanna Wallach ⋅ Jennifer Wortman Vaughan ⋅ Carlos Guestrin ⋅ Tatsunori Hashimoto ⋅ Solon Barocas
[ OpenReview] 
Oral
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LatentUM: Unleashing the Potential of Interleaved Cross-Modal Reasoning via a Latent-Space Unified Model
Jiachun Jin ⋅ Zetong Zhou ⋅ Xiao Yang ⋅ Hao Zhang ⋅ Pengfei Liu ⋅ Jun Zhu ⋅ Zhijie Deng
[ OpenReview] 
Oral
None
PhaseLoRA: Control-Regime-Conditioned Low-Rank Adaptation for Continuous-Action Vision-Language-Action Policies
Yufei Guo ⋅ Yinan Wu ⋅ Haoran Duan ⋅ guiguang ding ⋅ Jungong Han
[ OpenReview] 
Oral
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AdaSRU: Adaptive Source-Free Recommendation Unlearning via Gradient-Constrained Optimization
Xiaoran Zhao ⋅ Weiming Liu ⋅ Lianyong Qi ⋅ Weiyi Zhong ⋅ Yuwen Liu ⋅ Xiaolong Xu ⋅ Haolong Xiang ⋅ Qiang Ni ⋅ Xuyun Zhang ⋅ Wanchun Dou ⋅ Xiaokang Zhou
[ OpenReview] 
Oral
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HearSayBench: Can LLMs Navigate from Abstract Human Rights to Lived Lives?
Sobhan Lotfi ⋅ Ava Iranmanesh ⋅ Ali Iranmanesh ⋅ Liwei Jiang
[ OpenReview] 
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None
ParetoSlider: Diffusion Models Post-Training for Continuous Reward Control
Shelly Golan ⋅ Michael Finkelson ⋅ Ariel Bereslavsky ⋅ Yotam Nitzan ⋅ Or Patashnik
[ OpenReview] 
Oral
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Strong Stochastic Flow Maps
Sam McCallum ⋅ Zander Blasingame ⋅ Timothy Herschell ⋅ Niklas Rindtorff ⋅ Alexander Tong ⋅ James Foster
[ OpenReview] 
Oral
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Benchmark Health Index: A Systematic Framework for Benchmarking the Benchmarks of LLMs
Longyuan Zhu ⋅ Hairan Hua ⋅ Linlin Miao ⋅ Wei Wang ⋅ 必应 赵
[ OpenReview] 
Oral
None
HABIT: Human-Aware Behavior and Interaction Training Dataset for Robot Manipulation
Jaehwi Song ⋅ Suchae Jeong ⋅ Byeongguk Jeon ⋅ Sungdong Kim ⋅ Hyungmok Son ⋅ Kimin Lee
[ OpenReview] 
Oral
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MOVEBENCH: A Benchmark for Global-Scale Wildlife Movement Forecasting
Justin Kay ⋅ Shir Bar ⋅ Ellen O Aikens ⋅ Martin Becker ⋅ Francesca Cagnacci ⋅ Juliet Cohen ⋅ Scott W Forrest ⋅ Jessica Kendall-Bar ⋅ Madeleine Lucas ⋅ Macon Overcast ⋅ Meredith S Palmer ⋅ Will Rogers ⋅ Nicholas J Russo ⋅ Christian Rutz ⋅ Larissa T Beumer ⋅ Michael B Brown ⋅ Ying-Chi Chan ⋅ Sarah C Davidson ⋅ Diego E Soto ⋅ Anne G Hertel ⋅ Roland Kays ⋅ Benjamin Koger ⋅ Guram Mikaberidze ⋅ Thomas Mueller ⋅ Ruth Oliver ⋅ Thorsten Papenbrock ⋅ Robert Patchett ⋅ Jared A Stabach ⋅ Dane Taylor ⋅ Scott W Yanco ⋅ Sara Beery
[ OpenReview] 
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TALK: One-Shot Batch Design for Protein Variant Effect Prediction
qiao huang ⋅ Ao Shen ⋅ Jie Du ⋅ Manning Wang
[ OpenReview] 
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Decomposing Earth Embeddings with Sparse Autoencoders
Vitus Benson ⋅ Fanny Yang ⋅ Markus Reichstein
[ OpenReview] 
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IDEA: Unwrapping Visual Black-box Models by Interaction Decomposition
Chaojie Ji ⋅ Jian Xu ⋅ He Zhang ⋅ Hongyan Wu ⋅ Yankai Cao ⋅ Ruxin Wang
[ OpenReview] 
Oral
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Filtered Conformal Ellipsoids for Graph-Native Time Series
Yannick Limmer
[ OpenReview] 
Oral
None
The Power of a Random Sample in Online Algorithms
Omer Wasim ⋅ Sami Davies ⋅ Shallu Tomer ⋅ Rathish Das
[ OpenReview] 
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CIG: Exploration via Conditional Information Gain
Tim Joseph ⋅ Marcus Fechner ⋅ Philipp Stegmaier ⋅ Karam Daaboul ⋅ Marius Zöllner
[ OpenReview] 
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Soteria: Formally Verified Planning with Runtime Enforcement for Safe LLM Agents
Deyuan (Mike) He ⋅ Ankush Desai ⋅ Sharad Malik ⋅ Aarti Gupta
[ OpenReview] 
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Mitigating Confidence Miscalibration in Open-World Semi-Supervised Learning
Wenqiang Wu ⋅ Feng Wang ⋅ Jiye Liang ⋅ Liang Bai
[ OpenReview] 
Oral
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Leaderboard Hacking: Preference-Based Model Evaluations are Vulnerable to Manipulation
Eve Fleisig ⋅ Joachim Baumann ⋅ Dylan Hadfield-Menell ⋅ Dirk Hovy
[ OpenReview] 
Oral
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Graph Cascades: Contagion-Based Mesoscopic Rewiring for Structure-Aware Graph Machine Learning
Meher Chaitanya Pindiprolu ⋅ My Le ⋅ Luana Ruiz
[ OpenReview] 
Oral
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Offloading Score: Measuring AI Reliance through Counterfactual Workflows
Vishakh Padmakumar ⋅ Lujain Ibrahim ⋅ Zora Wang ⋅ Jennifer Wang ⋅ Q.Vera Liao ⋅ Diyi Yang
[ OpenReview] 
Oral
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Testable and Actionable Calibration for Full Swap Regret
Konstantina Bairaktari ⋅ Lunjia Hu ⋅ Huy Nguyen ⋅ Jonathan Ullman
[ OpenReview] 
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Impossibility of Distribution-Free Predictive Inference for Individual Treatment Effects
Chongguang Tao ⋅ Zheng Zhou ⋅ Yuhong Yang
[ OpenReview] 
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The Aleatoric-Epistemic Dichotomy of Uncertainty is Meaningful and Indispensable for Machine Learning
Yusuf Sale ⋅ Nikita Kotelevskii ⋅ Maxim Panov ⋅ Eyke Hüllermeier
[ OpenReview] 
Oral
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Follow the Regularized Leader Does Not Converge in Constrained Optimization
Ioannis Anagnostides ⋅ Ioannis Panageas ⋅ Nikolas Patris ⋅ Tuomas Sandholm
[ OpenReview] 
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Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations
Junjue Wang ⋅ Weihao Xuan ⋅ Heli Qi ⋅ Pengyu Dai ⋅ Kunyi Liu ⋅ Hongruixuan Chen ⋅ Zhuo Zheng ⋅ Junshi Xia ⋅ Stefano Ermon ⋅ Naoto YOKOYA
[ OpenReview] 
Oral
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Incentivizing Medical Vision Capabilities from Large-Scale Multimodal Pre-training
Junying Chen ⋅ Zhenyang Cai ⋅ Yunjin Yang ⋅ Kunyuan Cai ⋅ Rongsheng Wang ⋅ Xidong Wang ⋅ Geyang Yu ⋅ Xiangyi Feng ⋅ Benyou Wang
[ OpenReview] 
Oral
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EntiRE: Invariant Learning for Robust Concept Erasure in Text-to-Image Generative Models
Fengyuan Yu ⋅ Yuyuan Li ⋅ XiaoHua Feng ⋅ Li Zhang ⋅ Jiaming Zhang ⋅ Xiang Liu ⋅ Jun Wang ⋅ Chaochao Chen
[ OpenReview] 
Oral
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DD-Ranking: Rethinking the Evaluation of Dataset Distillation
Zekai Li ⋅ Xinhao Zhong ⋅ Samir Khaki ⋅ Zhiyuan Liang ⋅ Yuhao Zhou ⋅ Mingjia Shi ⋅ Ziqiao Wang ⋅ Xuanlei Zhao ⋅ Wangbo Zhao ⋅ Ziheng Qin ⋅ Mengxuan Wu ⋅ Pengfei Zhou ⋅ Haonan Wang ⋅ David Junhao Zhang ⋅ Jia-Wei Liu ⋅ Shaobo Wang ⋅ Dai Liu ⋅ Linfeng Zhang ⋅ Guang Li ⋅ Kun Wang ⋅ Zheng Zhu ⋅ Zhiheng Ma ⋅ Joey Tianyi Zhou ⋅ Jiancheng Lv ⋅ Yaochu Jin ⋅ Peihao Wang ⋅ Kaipeng Zhang ⋅ Yiran Huang ⋅ Zhiwei Deng ⋅ Xindi Wu ⋅ George Cazenavette ⋅ Yuzhang Shang ⋅ Justin CUI ⋅ Jindong Gu ⋅ Qian Zheng ⋅ Hao Ye ⋅ Shuo Wang ⋅ Xiaobo Wang ⋅ Yan Yan ⋅ Angela Yao ⋅ Mike Zheng Shou ⋅ Tianlong Chen ⋅ Hakan Bilen ⋅ Baharan Mirzasoleiman ⋅ Manolis Kellis ⋅ Konstantinos N Plataniotis ⋅ Zhangyang "Atlas" Wang ⋅ Bo Zhao ⋅ Yang You ⋅ Kai Wang
[ OpenReview] 
Oral
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BrainWorld: A Structural-Prior-Conditioned Generative Model for Whole-Brain 4D fMRI Dynamics
Junfeng Xia ⋅ Wenhao Ye ⋅ Junxiang Zhang ⋅ Xuanye Pan ⋅ Mo WANG ⋅ Quanying Liu
[ OpenReview] 
Oral
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CURE: Counterfactual Unsafe-token Re-masking for Diffusion Large Language Model Test-time Alignment
Lichao Wang ⋅ Mingquan Zhang ⋅ Xian Zhang ⋅ Juntao Dai ⋅ Chi Liu ⋅ Yaodong Yang ⋅ Jingwei Yi
[ OpenReview] 
Oral
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Coordination Connectivity: Shared Initialization Shapes the Joint-Policy Landscape in MARL
Yixiang Fan ⋅ Zhiqiang Pu ⋅ Hao Ma ⋅ Dongmin Li ⋅ Weihao Zhang ⋅ Yinxing Dai ⋅ Shijie Zheng ⋅ Jingjing Huang
[ OpenReview] 
Oral
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TransmissiveGS: Residual-Guided Disentangled Gaussian Splatting for Transmissive Scene Reconstruction and Rendering
Zhenyu Liang ⋅ Xiao Zhang ⋅ Tianchao Li ⋅ Jack C Cheng ⋅ Chi-Keung Tang
[ OpenReview] 
Oral
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CausalBind: Causal Modeling and Learning for Protein-Molecule Virtual Screening
Loka Li ⋅ Jin Tian ⋅ Kun Zhang
[ OpenReview] 
Oral
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The Algorithm Is Not the Behavior: Learned Priors Override Look-Ahead in a Chess-Playing Neural Network
Elias Sandmann ⋅ Sebastian Lapuschkin ⋅ Wojciech Samek
[ OpenReview] 
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None
DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling
Herui Li ⋅ Bin Lu ⋅ Haonan Qi ⋅ Lei Zhou ⋅ Luoyi Fu ⋅ Xinbing Wang ⋅ Meng Jin
[ OpenReview] 
Oral
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Beyond Family Labels: A Taxonomic Ornstein-Uhlenbeck Prior for Avian 3D Shape Recovery
Yunchan Jeon ⋅ SOO GON KIM ⋅ Seungwook Kim ⋅ CheolWon Lee ⋅ Jongmin Lee
[ OpenReview] 
Oral
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Proactive Instance Navigation with Comparative Judgment for Ambiguous User Queries
Junhyuk Kwon ⋅ Seungjoon Lee ⋅ Hyejin Park ⋅ Kyle Min ⋅ Jungseul Ok
[ OpenReview] 
Oral
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Colored Noise Diffusion Sampling
Hadar Davidson ⋅ Noam Issachar ⋅ Sagie Benaim
[ OpenReview] 
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Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning
Chen Wang ⋅ Siyu Hu ⋅ Guangming Tan ⋅ Weile Jia
[ OpenReview] 
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Emergent Biological Capabilities in a Foundation Model for Molecular Interactions
Adi Mashiach
[ OpenReview] 
Oral
None
Representation Fréchet Loss for Visual Generation
Jiawei Yang ⋅ Zhengyang Geng ⋅ Xuan Ju ⋅ Yonglong Tian ⋅ Yue Wang
[ OpenReview] 
Oral
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Quantized Reasoning Models Think They Need to Think Longer, but They Do Not
Sanae Lotfi ⋅ Polina Kirichenko ⋅ Steven Li ⋅ Zechun Liu
[ OpenReview] 
Oral
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Generative Modeling via Drifting
Mingyang Deng ⋅ He Li ⋅ Tianhong Li ⋅ Yilun Du ⋅ Kaiming He
[ OpenReview] 
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Thinking with Images as Continuous Policy: Numerical Visual Chain-of-Thought
Kesen Zhao ⋅ Beier Zhu ⋅ Junbao Zhou ⋅ Xingyu Zhu ⋅ Zhongqi Yue ⋅ Hanwang Zhang
[ OpenReview] 
Oral
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ALTER: An Allen's Algebra-Based Evaluation Framework for Temporal Reasoning of LLMs
Zhou Hongkai ⋅ Yanhui Li
[ OpenReview] 
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Certifiably Optimal Robust Angular Synchronization
Daniel Barath ⋅ Keisuke Tateno ⋅ Marc Pollefeys ⋅ Federico Tombari
[ OpenReview] 
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Releasing Anchors from Cross-View Correspondence: Probabilistic Multi-View Anchor Graph Clustering
Zhoumin Lu ⋅ Yongbo Yu ⋅ Yu Duan ⋅ Feiping Nie ⋅ Yicong Zhou
[ OpenReview] 
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Can In-Context Learning Support Intrinsic Curiosity?
Eric Elmoznino ⋅ Sangnie Bhardwaj ⋅ Johannes von Oswald ⋅ Rajai Nasser ⋅ Blaise Aguera y Arcas ⋅ João Sacramento ⋅ Rif A. Saurous ⋅ Guillaume Lajoie
[ OpenReview] 
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Do We Need Asynchronous SGD? On the Near-Optimality of Synchronous Methods
Grigory Begunov ⋅ Alexander Tyurin
[ OpenReview] 
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Position: Fair Representations Cannot Hold What They Promise
Shai Ben-David ⋅ Tosca Lechner ⋅ Ruth Urner
[ OpenReview] 
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MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI
Bohan Lyu ⋅ Yucheng Yang ⋅ Siqiao Huang ⋅ Jiaru Zhang ⋅ Qixin Xu ⋅ Xinghan Li ⋅ Xinyang Han ⋅ Yicheng Zhang ⋅ Huaqing Zhang ⋅ Runhan Huang ⋅ Kaicheng Yang ⋅ Zitao Chen ⋅ Wentao Guo ⋅ Junlin Yang ⋅ Xinyue Ai ⋅ Wenhao Chai ⋅ Yadi Cao ⋅ Ziran Yang ⋅ Kun Wang ⋅ Dapeng Jiang ⋅ Huan-ang Gao ⋅ Shange Tang ⋅ Chengshuai Shi ⋅ Simon Du ⋅ Max Simchowitz ⋅ Jiantao Jiao ⋅ Dawn Song ⋅ Chi Jin
[ OpenReview] 
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Déjà View: Looping Transformers for Multi-View 3D Reconstruction
Alessandro Burzio ⋅ Tobias Fischer ⋅ Sven Elflein ⋅ Qunjie Zhou ⋅ Riccardo de Lutio ⋅ Jiawei Ren ⋅ Jiahui Huang ⋅ Shengyu Huang ⋅ Marc Pollefeys ⋅ Laura Leal-Taixé ⋅ Zan Gojcic ⋅ Haithem Turki
[ OpenReview] 
Oral
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FLIP: Fast and Accurate Global Lipschitz Estimation for Large Feedforward Networks
Hongbo Chen ⋅ Zihao Ren
[ OpenReview] 
Oral
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Agent Security is a Systems Problem
Mihai Christodorescu ⋅ Earlence Fernandes ⋅ Ashish Hooda ⋅ Somesh Jha ⋅ Johann Rehberger ⋅ Kamalika Chaudhuri ⋅ Xiaohan Fu ⋅ Khawaja Shams ⋅ Guy Amir ⋅ Jihye Choi ⋅ Sarthak Choudhary ⋅ Nils Palumbo ⋅ Andrey Labunets ⋅ Nishit V Pandya
[ OpenReview] 
Oral
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C3P: Contrastive promoter-protein pretraining yields representations capturing bacterial gene regulation
Cameron Dufault ⋅ Scott Xu ⋅ Alan Moses
[ OpenReview] 
Oral
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Polar Transformers: $SO(2)^K$-Equivariant Angular Attention for Cryo-EM Image-Set Processing
Joakim Andén ⋅ Justus Sagemüller
[ OpenReview] 
Oral
None
Exact Gaussian Moment Matching for Residual Networks: a Second-Order Method
Simon Kuang ⋅ Xinfan Lin
[ OpenReview] 
Oral
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MaxSketch: Robust Distinct Counting in Streams via Random Projections
Nikos Tsikouras ⋅ Constantine Caramanis ⋅ Christos Tzamos
[ OpenReview] 
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Learning to Audit ML Models with Theory of Mind
Yao Rong ⋅ Vaibhav Unhelkar
[ OpenReview] 
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Self-Programmed Execution for Language-Model Agents
Luke J O'Connor
[ OpenReview] 
Oral
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Learning interpretable Schur forms of recurrent weight matrices
Alexander Lanine ⋅ Liana Akobian ⋅ N Alex Cayco Gajic
[ OpenReview] 
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Evaluating Neural Data Tokenizers: A Framework for Assessing Learned Representations of Spiking Activity
Federico D'Agostino ⋅ Alex Gilbert ⋅ Susanne Keller ⋅ Jaivardhan Kapoor ⋅ Nicolas Reategui ⋅ Vedang Lad ⋅ Matthias Kümmerer ⋅ Jai Bhagat ⋅ Emin Orhan ⋅ Hasan A Bedel ⋅ Nikos Karantzas ⋅ Fabian Sinz ⋅ Surya Ganguli ⋅ Jakob H Macke ⋅ Sophia Sanborn ⋅ Alexander Ecker ⋅ Katrin Franke ⋅ Matthias Bethge ⋅ Andreas Tolias ⋅ Konstantin Willeke
[ OpenReview] 
Oral
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From Average Sensitivity to Small-Loss Regret Bounds under Random-Order Model
Shinsaku Sakaue ⋅ Yuichi Yoshida
[ OpenReview] 
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Trellis4D: Complex 4D Mesh Generation
Jiraphon Yenphraphai ⋅ Jianqi Chen ⋅ Jian Wang ⋅ Guocheng Qian ⋅ Sergey Tulyakov ⋅ Rameen Abdal ⋅ Raymond A. Yeh ⋅ Peter Wonka ⋅ Chaoyang Wang
[ OpenReview] 
Oral
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Unlocking Volition: Proactive Intention Decoding via Interpretable Graph Learning of Multi-Region ECoG
Kaizhong Zheng ⋅ JiaJunMA ⋅ Hongru Liu ⋅ Xinjian LI ⋅ Wei Xi ⋅ Liangjun Chen ⋅ Badong Chen
[ OpenReview] 
Oral
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Tessellations of Semi-Discrete Flow Matching
Emile Pierret ⋅ Johannes Hertrich ⋅ Samuel Hurault ⋅ Julie Delon
[ OpenReview] 
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Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization
Alireza Modirshanechi ⋅ Benjamin Eysenbach ⋅ Peter Dayan ⋅ Eric Schulz
[ OpenReview] 
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Fisher-R1: Training LLM Agents for Reliable Hypothesis Testing
Jiacheng Miao ⋅ Jin Mu ⋅ Guanhua Chen ⋅ James Zou
[ OpenReview] 
Oral
None
The Stability of Online Algorithms in Performative Prediction
Gabriele Farina ⋅ Juan C Perdomo
[ OpenReview] 
Oral
None
Training Generalizable Collaborative Agents via Strategic Risk Aversion
Chengrui Qu ⋅ Yizhou Zhang ⋅ Nicolas Lanzetti ⋅ Eric Mazumdar
[ OpenReview] 
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Query Lower Bounds for Diffusion Sampling
Zhiyang Xun ⋅ Eric Price
[ OpenReview] 
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DD-CAM: Minimal Sufficient Explanations for Vision Models Using Delta Debugging
Krishna Khadka ⋅ Yu Lei ⋅ Raghu Kacker ⋅ D. R Kuhn
[ OpenReview] 
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None
LITMUS: Benchmarking Behavioral Jailbreaks of LLM Agents in Real OS Environments
Chiyu Zhang ⋅ Huiqin Yang ⋅ Bendong Jiang ⋅ Xiaolei Zhang ⋅ Yiran Zhao ⋅ Ruyi Chen ⋅ Lu Zhou ⋅ Xiaogang Xu ⋅ Jiafei Wu ⋅ Liming Fang ⋅ Zhe Liu
[ OpenReview] 
Oral
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BEAST3D: animal behavioral analysis and neural encoding from multi-view video via Gaussian splatting
Yanchen Wang ⋅ Lenny Aharon ⋅ Wangshu Zhu ⋅ Kyle Daruwalla ⋅ Linghua Zhang ⋅ Jiaru Zou ⋅ Selmaan N Chettih ⋅ X Helen Hou ⋅ Liam Paninski ⋅ Matthew Whiteway
[ OpenReview] 
Oral
None
Uniform-in-Time Weak Propagation of Chaos in Shallow Neural Networks
Margalit Glasgow ⋅ Joan Bruna
[ OpenReview] 
Oral
None
Spectral Energy Allocation Enables Source-Free Domain Adaptation in Time Series Forecasting
Zhimin Mei ⋅ Gezheng Xu ⋅ Mohammad Hossein Moslemi ⋅ Ruiyi Fang ⋅ Nima Hosseini Dashtbayaz ⋅ Ziyan Wang ⋅ Jincheng Zhou ⋅ Haolin Jiang ⋅ Song Tang ⋅ Charles Ling ⋅ Boyu Wang
[ OpenReview] 
Oral
None
SAM 3D Animal: Promptable Animal 3D Reconstruction from Images in the Wild
Xuyi Hu ⋅ Jin Lyu ⋅ Jiuming Liu ⋅ Yebin Liu ⋅ Silvia Zuffi ⋅ Liang An ⋅ Stefan Goetz
[ OpenReview] 
Oral
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The Sign Code: The Hidden Binary Nature of Deep Networks
Niclas A Göring ⋅ Shuofeng Zhang ⋅ Roi Holtzman ⋅ yoonsoo nam ⋅ Ard Louis
[ OpenReview] 
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SyncWorld: Visual Calibration Enables World Models as Zero-Shot Simulators
Yuncong Yang ⋅ Zhengtao Han ⋅ Furkan Ozyurt ⋅ Zeyuan Yang ⋅ Han Yang ⋅ Junyi Cao ⋅ Haoyu Zhen ⋅ Yilun Du ⋅ Chuang Gan
[ OpenReview] 
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Fractional State Space Transition for Long Sequence Modeling
Ivan Kobyzev ⋅ Abbas Ghaddar ⋅ Ali Nasiri-Sarvi ⋅ Lifeng Shang ⋅ Yufei CUI
[ OpenReview] 
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Video Forensic Self-Descriptions: Leveraging Temporally Distributed Forensic Microstructures for Zero-Shot Detection of AI-Generated Videos
Aref Azizpour ⋅ Tai Nguyen ⋅ Matthew Stamm
[ OpenReview] 
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None
Prediction Under Imperfect Compression: A Theory of Approximate MDL
Qian Li ⋅ Xinyu Mao ⋅ Shang-Hua Teng ⋅ Guangxu Yang
[ OpenReview] 
Oral
None
Mechanism-Aware Ensemble Conditioning for Data-Limited Emulation of Extreme Events
Isabella Thiel ⋅ Juan M. Bello-Rivas ⋅ Yannis Kevrekidis ⋅ Themis Sapsis
[ OpenReview] 
Oral
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Binding Multiple Modalities via Multimodal Wasserstein Barycenter
Xiaole Tang ⋅ Jiayi Xu ⋅ Xiang Gu ⋅ Yan Yang ⋅ Jian Sun
[ OpenReview] 
Oral
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Resilience Matters for Embodied Agents System: New Metrics, Systematic Evaluation, and Optimization
Yapeng Liu ⋅ Yuanzhao Zhai ⋅ Xudong Gong ⋅ Feng Dawei ⋅ Bo Ding ⋅ Lin Wang ⋅ Huaimin Wang
[ OpenReview] 
Oral
None
Breakeven complexity: A new perspective on neural partial differential equation solvers
Yijing Zhang ⋅ Nicholas Roberts ⋅ Tanya Marwah ⋅ Misha Khodak
[ OpenReview] 
Oral
None
Learning Sparse Semantic-Cortical Atoms for Multisubject Naturalistic fMRI Encoding
Alicia Zeng
[ OpenReview] 
Oral
None
GeoSym127K: Scalable Symbolically-verifiable Synthesis for Multimodal Geometric Reasoning
Jinhao Jing ⋅ Zheng Ma ⋅ Jinwei Liang ⋅ Qiannian Zhao ⋅ Shuang Chen ⋅ Jing Yang ⋅ Prayag Tiwari ⋅ Jingjing Bai ⋅ Benyou Wang ⋅ Por L Yee ⋅ Zhan Su ⋅ Lewei Lu
[ OpenReview] 
Oral
None
LoRAcles: Self-Supervised Weight-Space Interpretability at Scale
Celeste De Schamphelaere ⋅ Jan Bauer ⋅ Neel Nanda ⋅ Euan Ong
[ OpenReview] 
Oral
None
Emergence of Physical Intelligence via Controllable Information Production
Tristan Shah ⋅ Stas Tiomkin
[ OpenReview] 
Oral
None
SMART: Scalable Multi-Agent Role-conditioned Teaming via LLM-free Tree Search
Runzhe Zhang ⋅ Ning Li ⋅ Xingshan Zeng ⋅ Letian Chen ⋅ Yasheng Wang ⋅ Weinan Zhang ⋅ Yong Yu ⋅ Weiwen Liu
[ OpenReview] 
Oral
None
LittleLearner: Language Models Under Pedagogically-Controlled Knowledge Exposure
Fanfei Li ⋅ Jana Zeller ⋅ Manuel Prada-Corral ⋅ Thaddäus Wiedemer ⋅ Prasanna Mayilvahanan ⋅ Ryan Cotterell ⋅ Wieland Brendel
[ OpenReview] 
Oral
None
Reference-Guided Training: Adaptive Gradient Scaling via Per-Sample Loss Comparisons
Israel Rodrigues Soares ⋅ Pedro Benedetti ⋅ Thanda Shwe ⋅ Israel Mendonca ⋅ Masayoshi Aritsugi
[ OpenReview] 
Oral
None
A multi-scale information geometry reveals the structure of mutual information in neural populations
Simone Azeglio ⋅ Steeve Laquitaine ⋅ Ulisse Ferrari ⋅ Matthew Chalk
[ OpenReview] 
Oral
None
HeMeR: Heterogeneous Memory Reconciliation for Embodied Agents via Structured KV Reuse
Saehun Chun ⋅ Wonje Choi ⋅ Jinwoo Jang ⋅ TaeYoon Kwack ⋅ Honguk Woo
[ OpenReview] 
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None
Scale-Sensitive Shattering: Learnability and Evaluability at Optimal Scale
Shashaank Aiyer ⋅ Yishay Mansour ⋅ Shay Moran ⋅ Han Shao ⋅ Tom Waknine
[ OpenReview] 
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None
ExComm: Exploration-Stage Communication for Error-Resilient Agentic Test-Time Scaling
Woomin Song ⋅ Beomjun Kim ⋅ Daewon Choi ⋅ Sai Muralidhar Jayanthi ⋅ Saket Dingliwal ⋅ Jinwoo Shin ⋅ Aram Galstyan
[ OpenReview] 
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Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
Boxin Wang ⋅ Chankyu Lee ⋅ Nayeon Lee ⋅ Sheng-Chieh Lin ⋅ Wenliang Dai ⋅ Yang Chen ⋅ Yangyi Chen ⋅ Zhuolin Yang ⋅ Zihan Liu ⋅ Mohammad Shoeybi ⋅ Bryan Catanzaro ⋅ Wei Ping
[ OpenReview] 
Oral
None
LLM-Enhanced Random Forests in Orthogonal Hyperbolic Subspaces for Tabular Learning
Shengpeng Wang ⋅ Yisen Gao ⋅ Han Xiang ⋅ lingyun liu ⋅ Ziwei Zhang ⋅ Qingyun Sun ⋅ Xianxian LI ⋅ Xingcheng Fu
[ OpenReview] 
Oral
None
Geometry-Aware Similarity Metrics for Neural Representations on Riemannian and Statistical Manifolds
N Alex Cayco Gajic ⋅ Arthur Pellegrino
[ OpenReview] 
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None
Catch-Only-One: Non-Transferable Examples for Model-Specific Authorization
Zihan Wang ⋅ Ethan Ma ⋅ Zhongkui Ma ⋅ Shuofeng Liu ⋅ Akide Liu ⋅ Derui Wang ⋅ Minhui Xue ⋅ Guangdong Bai
[ OpenReview] 
Oral
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Consistent 3D Surface Flow Model with Global State
Antoine Guedon ⋅ Shu Nakamura ⋅ Nicolas Dufour ⋅ Jiahui Lei ⋅ Ko Nishino ⋅ Angjoo Kanazawa
[ OpenReview] 
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Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems
Shubham Agarwal ⋅ Alexander Krentsel ⋅ Shu Liu ⋅ Mert Cemri ⋅ Audrey Cheng ⋅ Rui Meng ⋅ Tomas Pfister ⋅ Chun-Liang Li ⋅ Sylvia Ratnasamy ⋅ Aditya Parameswaran ⋅ Matei A Zaharia ⋅ Ion Stoica ⋅ Mohsen Lesani
[ OpenReview] 
Oral
None
Escaping the Cognitive Well: Efficient Competition Math with Off-the-Shelf Models
Xingyu Dang ⋅ Rohit Agarwal ⋅ Rodrigo Porto ⋅ Anirudh Goyal ⋅ Liam Fowl ⋅ Sanjeev Arora
[ OpenReview] 
Oral
None
Free Decompression with Algebraic Spectral Curves
Siavash Ameli ⋅ Chris van der Heide ⋅ Liam Hodgkinson ⋅ Michael Mahoney
[ OpenReview] 
Oral
None
Learning Reveals Invisible Structure in Low-Rank RNNs
Yoav Ger ⋅ Omri Barak
[ OpenReview] 
Oral
None
Non-Colliding Biometric Identities for Digital Entities: Geometry, Capacity, and Million-Scale Virtual Identity Provisioning
Yuyang Ji ⋅ Yixuan Shen ⋅ Anil Jain ⋅ Xiaoming Liu ⋅ Feng Liu
[ OpenReview] 
Oral
None
Neural Chameleons: Language Models Can Learn to Hide Their Thoughts from Unseen Activation Monitors
Max McGuinness ⋅ Alex Serrano Terre ⋅ Luke Bailey ⋅ Scott Emmons
[ OpenReview] 
Oral
None
probly: Uncertainty-Aware Machine Learning
Paul Hofman ⋅ Clemens Damke ⋅ Timo Löhr ⋅ Santo Thies ⋅ Alireza Javanmardi ⋅ Valentin Margraf ⋅ Jakub Paplhám ⋅ Yusuf Sale ⋅ Eyke Hüllermeier ⋅ Maximilian Muschalik
[ OpenReview] 
Oral
None
Can We Model the Artifacts Explicitly? Disentangle Artifacts via Pairwise Edit Relations for Image Manipulation Localization
Xuekang Zhu ⋅ Kaiwen Feng ⋅ Ruifeng Wang ⋅ Xiwen Wang ⋅ Xiaochen Ma ⋅ Bo Du ⋅ Changjiang Jiang ⋅ Chenfan Qu ⋅ Songyu Ye ⋅ Jian liu ⋅ Ji-Zhe, Knight Zhou
[ OpenReview] 
Oral
None
UECO: A Unified Encoder with Structure-Aware Attention Mixture via Iterative Edge Evolving for Neural Combinatorial Optimization
Wenzheng Pan ⋅ Shuyi Yan ⋅ Nuoyan Chen ⋅ Yiyang Qu ⋅ Jiale Ma ⋅ Junchi Yan
[ OpenReview] 
Oral
None
CLIOPATRA: Extracting Private Information from LLM Insights
Meenatchi Sundaram Muthu Selva Annamalai ⋅ Emiliano De Cristofaro ⋅ Peter Kairouz
[ OpenReview] 
Oral
None
Surprises in Proper Positive-Only Learning
Shai Ben-David ⋅ Farnam Mansouri ⋅ Anay Mehrotra ⋅ Manolis Zampetakis
[ OpenReview] 
Oral
None
Computer Use at the Edge of the Statistical Precipice
Pierluca D'Oro ⋅ Sneha Silwal ⋅ William R Wong ⋅ Yuxuan Sun ⋅ Fanyi Xiao ⋅ Manchen Wang ⋅ Eric Gan ⋅ Allen Bolourchi ⋅ Joseph Tighe
[ OpenReview] 
Oral
None
SALART-VQA: Diagnosing Whether VLMs Understand Salient Artifacts in Generated Images
Xiaoxiao Sun ⋅ Ruotian Zhang ⋅ Junzhe Huang ⋅ James Burgess ⋅ Serena Yeung-Levy
[ OpenReview] 
Oral
None
Bridging Compute- and Data-Optimal Pretraining
Tian Qin ⋅ Kimia Hamidieh ⋅ David Alvarez-Melis
[ OpenReview] 
Oral
None
We Should Distinguish Unlearning From Untraining
Eleni Triantafillou ⋅ Imtiaz Humayun ⋅ Mónica Ribero ⋅ Alexander Turner ⋅ Michael Mozer ⋅ Georgios Kaissis
[ OpenReview] 
Oral
None
AgentAbstain: Do LLM Agents Know When Not to Act?
Xun Liu ⋅ Yi Evie Zhang ⋅ Vira Kasprova ⋅ Parisa Rabbani ⋅ Pardissadat Zahraei ⋅ Tianyu Zhang ⋅ Ali Ebrahimpour-Boroojeny ⋅ Varun Chandrasekaran
[ OpenReview] 
Oral
None
The Dead Salmons of AI Interpretability: The Need for a Statistical Inference Perspective
Maxime Méloux ⋅ Giada Dirupo ⋅ François Portet ⋅ Maxime Peyrard
[ OpenReview] 
Oral
None
Felid: A Flexible and Efficient Design for Transformer Fine-Tuning over Encrypted Data
Linru Zhang ⋅ Jun J Sim ⋅ Xiangning Wang ⋅ Jiahao Zhong ⋅ Kaiyu Zhou ⋅ Huanyi Ye ⋅ Yongsen Zheng ⋅ Lushan Song ⋅ Xiaojian Liang ⋅ Yingting Liu ⋅ Yujing Sun ⋅ Huaxiong Wang ⋅ Pu Duan ⋅ Kwok-Yan Lam
[ OpenReview] 
Oral
None
MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding
Zexuan Chen ⋅ Sichao Liu ⋅ Runhao Lu ⋅ Huichao Qi ⋅ Alexandra Woolgar ⋅ Xi V Wang ⋅ Lihui Wang
[ OpenReview] 
Oral
None
The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play
Gabriele La Malfa ⋅ Emanuele La Malfa ⋅ Saar Cohen ⋅ Jie Zhang ⋅ Michael Luck ⋅ Michael Wooldridge ⋅ Elizabeth Black
[ OpenReview] 
Oral
None
They Can See It but not Say It: Iterative Self Knowledge Re-expression in Visual Reasoning Relative Pose Identification
MENGYU WANG ⋅ Ken Deng ⋅ Yftah Ziser ⋅ Shay Cohen ⋅ Tiejun Ma
[ OpenReview] 
Oral
None
Neural population tuning statistics as priors for multitask generalization
Zach Cohen ⋅ Jan Drugowitsch
[ OpenReview] 
Oral
None
APS: Bias-Controlled Adaptive Prototype Simulation for Population-Scale LLM Agents
Quan ZHENG ⋅ Yan Gao ⋅ shaobin he ⋅ Haoxiang Guan ⋅ Yuanhe Tian ⋅ Jie Feng ⋅ Ming Wang ⋅ Shuxin Zheng ⋅ Zhen Liu
[ OpenReview] 
Oral
None
Shaping Useful Noise: Energy Distributions Predict Visual Pretraining Quality
Ching Lam Choi ⋅ Antonio Torralba ⋅ Phillip Isola ⋅ Stefanie Jegelka
[ OpenReview] 
Oral
None
Language-Conditioned World Modeling for Visual Navigation
Yifei Dong ⋅ Fengyi Wu ⋅ Yilong Dai ⋅ Lingdong Kong ⋅ Guangyu Chen ⋅ Qiyu Hu ⋅ Yetong Sha ⋅ Feng Liu ⋅ Siyu Huang ⋅ Qi Dai ⋅ Zhi-Qi Cheng
[ OpenReview] 
Oral
None
Pruning and Distilling Mixture-of-Experts into Dense Language Models
Junhyuck Kim ⋅ Jihun Yun ⋅ Haechan Kim ⋅ Gyeongman Kim ⋅ Joonghyun Bae ⋅ Jaewoong Cho
[ OpenReview] 
Oral
None
Behavioral Geometric Supervision Aligns Video Foundation Models with Human Social Perception
Kathy Garcia ⋅ Leyla Isik
[ OpenReview]