Table of Contents

• PanoWan: Lifting Diffusion Video Generation Models to 360° with Latitude/Longitude-aware MechanismsYifei Xia, Shuchen Weng, Siqi Yang, Jingqi Liu, Chengxuan Zhu, Minggui Teng, Zijian Jia, Han Jiang, Boxin Shi. [doi]
• Learning-Augmented Facility Location Mechanisms for Envy RatioHaris Aziz 0001, Yuhang Guo 0003, Alexander Lam, Houyu Zhou. [doi]
• Semantic Surgery: Zero-Shot Concept Erasure in Diffusion ModelsLexiang Xiong, Chengyu Liu, Jingwen Ye, Yan Liu, Yuecong Xu. [doi]
• HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge RepresentationHaoran Luo 0001, Haihong E, Guanting Chen 0004, Yandan Zheng, Xiaobao Wu, Yikai Guo, Qika Lin, Yu Feng 0015, Zemin Kuang, Meina Song, Yifan Zhu 0001, Anh Tuan Luu. [doi]
• What Data Enables Optimal Decisions? An Exact Characterization for Linear OptimizationOmar Bennouna, Amine Bennouna, Saurabh Amin, Asuman Ozdaglar. [doi]
• Towards Minimizing Feature Drift in Model Merging: Layer-wise Task Vector Fusion for Adaptive Knowledge IntegrationWenju Sun, Qingyong Li, Wen Wang 0019, Yang Liu, Yangliao Geng, Boyang Li 0001. [doi]
• Establishing Best Practices in Building Rigorous Agentic BenchmarksYuxuan Zhu 0003, Tengjun Jin, Yada Pruksachatkun, Andy Zhang, Shu Liu, Sasha Cui, Sayash Kapoor, Shayne Longpre, Kevin Meng, Rebecca Weiss, Fazl Barez, Rahul Gupta 0001, Jwala Dhamala, Jacob Merizian, Mario Giulianelli, Harry Coppock, Cozmin Ududec, Antony Kellermann, Jasjeet S. Sekhon, Jacob Steinhardt, Sarah Schwettmann, Arvind Narayanan, Matei A. Zaharia, Ion Stoica, Percy Liang, Daniel Kang 0001. [doi]
• Unlocking hidden biomolecular conformational landscapes in diffusion models at inference timeDaniel D. Richman, Jessica Karaguesian, Carl-Mikael Suomivuori, Ron O. Dror. [doi]
• MV-CoLight: Efficient Object Compositing with Consistent Lighting and Shadow GenerationKerui Ren, Jiayang Bai, Linning Xu, Lihan Jiang, Jiangmiao Pang, Mulin Yu, Bo Dai 0002. [doi]
• Temporal Representation Alignment: Successor Features Enable Emergent Compositionality in Robot Instruction FollowingVivek Myers, Bill Zheng 0001, Anca D. Dragan, Kuan Fang, Sergey Levine. [doi]
• Causal Explanation-Guided Learning for Organ AllocationAlessandro Marchese, Jeroen Berrevoets, Sam Verboven. [doi]
• GlobalTomo: A global dataset for physics-ML seismic wavefield modeling and FWIShiqian Li, Zhi Li, Zhancun Mu, Shiji Xin, Zhixiang Dai, Kuangdai Leng, Rita Zhang, Xiaodong Song, Yixin Zhu 0001. [doi]
• Practical do-Shapley Explanations with Estimand-Agnostic Causal InferenceÁlvaro Parafita, Tomas Garriga, Axel Brando, Francisco J. Cazorla. [doi]
• Improving the Straight-Through Estimator with Zeroth-Order InformationNingfeng Yang, Tor M. Aamodt. [doi]
• With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide YouFabian Gröger, Shuo Wen, Huyen Le, Maria Brbic. [doi]
• Contrastive Consolidation of Top-Down Modulations Achieves Sparsely Supervised Continual LearningViet Anh Khoa Tran, Emre Neftci, Willem Wybo. [doi]
• SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMsJinhong Deng, Wen Li 0001, Joey Tianyi Zhou, Yang He 0002. [doi]
• Grounded Reinforcement Learning for Visual ReasoningGabriel Sarch, Snigdha Saha, Naitik Khandelwal, Ayush Jain, Michael J. Tarr, Aviral Kumar, Katerina Fragkiadaki. [doi]
• Quantum Visual Fields with Neural Amplitude EncodingShuteng Wang, Christian Theobalt, Vladislav Golyanik. [doi]
• Do Language Models Use Their Depth Efficiently?Róbert Csordás, Christopher D. Manning, Christopher Potts. [doi]
• Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept SpaceZhen Zhang, Xuehai He, Weixiang Yan, Ao Shen, Chenyang Zhao, Xin Wang 0061. [doi]
• Small Singular Values Matter: A Random Matrix Analysis of Transformer ModelsMax Staats, Matthias Thamm, Bernd Rosenow. [doi]
• OCN: Effectively Utilizing Higher-Order Common Neighbors for Better Link PredictionJuntong Wang, Xiyuan Wang, Muhan Zhang. [doi]
• Accelerated Distance-adaptive Methods for Hölder Smooth and Convex OptimizationYijin Ren, Haifeng Xu, Qi Deng. [doi]
• Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual EditingXiangyu Zhao, Peiyuan Zhang, Kexian Tang, Xiaorong Zhu, Hao Li 0069, Wenhao Chai, Zicheng Zhang, Renqiu Xia, Guangtao Zhai, Junchi Yan, Hua Yang 0001, Xue Yang 0005, Haodong Duan. [doi]
• Differentially Private Gomory-Hu TreesAnders Aamand, Justin Y. Chen, Mina Dalirrooyfard, Slobodan Mitrovic, Yuriy Nevmyvaka, Sandeep Silwal, Yinzhan Xu. [doi]
• STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC HistopathologyBarathi Subramanian, Rathinaraja Jeyaraj, Mitchell Nevin Peterson, Terry Guo, Nigam H. Shah, Curtis Langlotz, Andrew Y. Ng, Jeanne Shen. [doi]
• 3D Gaussian Flats: Hybrid 2D/3D Photometric Scene ReconstructionMaria Taktasheva, Lily Goli, Alessandro Fiorini, Zhen Li, Daniel Rebain, Andrea Tagliasacchi. [doi]
• Learning to Zoom with Anatomical Relations for Medical Structure DetectionBin Pu, Liwen Wang 0002, Xingbo Dong, Xingguo Lv, Zhe Jin 0001. [doi]
• Purifying Shampoo: Investigating Shampoo's Heuristics by Decomposing its PreconditionerRuna Eschenhagen, Aaron Defazio, Tsung-Hsien Lee, Richard E. Turner, Hao-Jun Michael Shi. [doi]
• SPARTAN: A Sparse Transformer World Model Attending to What MattersAnson Lei, Bernhard Schölkopf, Ingmar Posner. [doi]
• Týr-the-Pruner: Structural Pruning LLMs via Global Sparsity Distribution OptimizationGuanchen Li, Yixing Xu, Zeping Li, Ji Liu, Xuanwu Yin, Dong Li, Emad Barsoum. [doi]
• Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment BenchmarkingChanglun Li, Yao Shi, Chen Wang, Qiqi Duan, Runke Ruan, Weijie Huang, Haonan Long, Lijun Huang, Nan Tang 0001, Yuyu Luo. [doi]
• Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You NeedKecheng Chen, Pingping Zhang, Hui Liu 0036, Jie Liu 0044, Yibing Liu, Jiaxin Huang, Shiqi Wang 0001, Hong Yan 0001, Haoliang Li. [doi]
• Statistical inference for Linear Stochastic Approximation with Markovian NoiseSergey Samsonov, Marina Sheshukova, Eric Moulines, Alexey Naumov. [doi]
• A CLT for Polynomial GNNs on Community-Based GraphsLuciano Vinas, Arash A. Amini. [doi]
• DuoGPT: Training-free Dual Sparsity through Activation-aware Pruning in LLMsRuokai Yin, Yuhang Li 0001, Donghyun Lee 0002, Priyadarshini Panda. [doi]
• DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented GenerationJiashuo Sun, Xianrui Zhong, Sizhe Zhou, Jiawei Han 0001. [doi]
• The Computational Advantage of Depth in Learning High-Dimensional Hierarchical TargetsYatin Dandi, Luca Pesce, Lenka Zdeborová, Florent Krzakala. [doi]
• G-Net: A Provably Easy Construction of High-Accuracy Random Binary Neural NetworksAlireza Aghasi, Nicholas F. Marshall, Saeid Pourmand, Wyatt D. Whiting. [doi]
• Avoiding exp(R) scaling in RLHF through Preference-based ExplorationMingyu Chen 0012, Yiding Chen, Wen Sun, Xuezhou Zhang. [doi]
• Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMindQingmei Li, Yang Zhang, Zurong Mai, Yuhang Chen, Shuohong Lou, Henglian Huang, Jiarui Zhang 0008, Zhiwei Zhang, Yibin Wen, Weijia Li, Haohuan Fu, Jianxi Huang, Juepeng Zheng. [doi]
• Faster Algorithms for Structured John Ellipsoid ComputationYang Cao 0020, Xiaoyu Li 0001, Zhao Song 0002, Xin Yang 0017, Tianyi Zhou 0011. [doi]
• HoPE: Hybrid of Position Embedding for Long Context Vision-Language ModelsHaoran Li, Yingjie Qin, Baoyuan Ou, Lai Xu, Ruiwen Xu. [doi]
• Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training DataFelix Koehler, Nils Thuerey. [doi]
• Provably Efficient Online RLHF with One-Pass Reward ModelingLong-Fei Li, Yu-Yang Qian 0001, Peng Zhao 0006, Zhi-Hua Zhou. [doi]
• Diffusion on Demand: Selective Caching and Modulation for Efficient GenerationHee Min Choi, Hyoa Kang, Dokwan Oh, Nam Ik Cho. [doi]
• OpenOmni: Advancing Open-Source Omnimodal Large Language Models with Progressive Multimodal Alignment and Real-time Emotional Speech SynthesisRun Luo, Ting-En Lin, Haonan Zhang 0003, Yuchuan Wu, Xiong Liu, Yongbin Li 0001, Longze Chen, Jiaming Li 0004, Lei Zhang 0201, Xiaobo Xia, Hamid Alinejad-Rokny, Fei Huang 0002, Min Yang 0007. [doi]
• MRSAudio: A Large-Scale Multimodal Recorded Spatial Audio Dataset with Refined AnnotationsWenxiang Guo, Changhao Pan, Zhiyuan Zhu, Xintong Hu, Yu Zhang 0126, Li Tang, Rui Yang, Han Wang 0019, Zongbao Zhang, Yuhan Wang, Yixuan Chen, Hankun Xu, Ke Xu, Pengfei Fan, ZheTao Chen, Yanhao Yu, Qiange Huang, Fei Wu 0001, Zhou Zhao 0001. [doi]
• Red-Teaming Text-to-Image Systems by Rule-based Preference ModelingYichuan Cao, Yibo Miao, Xiao-Shan Gao, Yinpeng Dong. [doi]
• SimWorld: An Open-ended Simulator for Agents in Physical and Social WorldsXiaokang Ye, Jiawei Ren, Yan Zhuang, Xuhong He, Yiming Liang, Yiqing Yang, Mrinaal Dogra, Xianrui Zhong, Eric Liu, Kevin Benavente, Rajiv Mandya Nagaraju, Dhruv Vivek Sharma, Ziqiao Ma 0001, Tianmin Shu, Zhiting Hu, Lianhui Qin. [doi]
• TractoTransformer: Diffusion MRI Streamline Tractography using CNN and Transformer NetworksItzik Waizman, Yakov Gusakov, Itay Benou, Tammy Riklin-Raviv. [doi]
• CALM-PDE: Continuous and Adaptive Convolutions for Latent Space Modeling of Time-dependent PDEsJan Hagnberger, Daniel Musekamp, Mathias Niepert. [doi]
• Autoencoding Random ForestsBinh Duc Vu, Jan Kapar, Marvin N. Wright, David S. Watson. [doi]
• Synergistic Tensor and Pipeline ParallelismMengshi Qi, Jiaxuan Peng 0001, Jie M. Zhang, Juan Zhu, Yong Li, Huadong Ma. [doi]
• It's Hard to Be Normal: The Impact of Noise on Structure-agnostic EstimationJikai Jin, Lester Mackey, Vasilis Syrgkanis. [doi]
• Constrained Entropic Unlearning: A Primal-Dual Framework for Large Language ModelsTaha Entesari, Arman Hatami, Rinat Khaziev, Anil Ramakrishna, Mahyar Fazlyab. [doi]
• Scaling Speculative Decoding with Lookahead ReasoningYichao Fu, Rui Ge 0008, Zelei Shao, Zhijie Deng, Hao Zhang 0025. [doi]
• Rethinking Joint Maximum Mean Discrepancy for Visual Domain AdaptationWei Wang 0335, Haifeng Xia, Chao Huang 0008, Zhengming Ding, Cong Wang 0018, Haojie Li, Xiaochun Cao. [doi]
• Virtual Fitting Room: Generating Arbitrarily Long Videos of Virtual Try-On from a Single ImageJunkun Chen, Aayush Bansal, Minh Vo, Yu-Xiong Wang. [doi]
• A Multi-Task Benchmark for Abusive Language Detection in Low-Resource SettingsFitsum Gaim, Hoyun Song, Huije Lee, Changgeon Ko, Eui Jun Hwang, Jong C. Park. [doi]
• Physics-Driven Spatiotemporal Modeling for AI-Generated Video DetectionShuhai Zhang, Zihao Lian, Jiahao Yang, Daiyuan Li, Guoxuan Pang, Feng Liu 0003, Bo Han 0003, Shutao Li 0001, Mingkui Tan. [doi]
• Towards Doctor-Like Reasoning: Medical RAG Fusing Knowledge with Patient Analogy through Textual GradientsYuxing Lu, Gecheng Fu, Wei Wu, Xukai Zhao, Sin Yee Goi, Jinzhuo Wang. [doi]
• To Think or Not To Think: A Study of Thinking in Rule-Based Visual Reinforcement Fine-TuningMing Li, Jike Zhong, Shitian Zhao, Yuxiang Lai, Haoquan Zhang, Wang Bill Zhu, Kaipeng Zhang. [doi]
• Superposition Yields Robust Neural ScalingYizhou Liu 0001, Ziming Liu 0001, Jeff Gore. [doi]
• WarpGAN: Warping-Guided 3D GAN Inversion with Style-Based Novel View InpaintingKaitao Huang, Yan Yan 0001, Jing-Hao Xue, Hanzi Wang. [doi]
• LOMIA: Label-Only Membership Inference Attacks against Pre-trained Large Vision-Language ModelsYihao Liu, Xinqi Lyu, Dong Wang 0042, Yanjie Li 0006, Bin Xiao 0001. [doi]
• Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUsGuoliang He, Youhe Jiang, Wencong Xiao, Kaihua Jiang, Shuguang Wang, Jun Wang 0039, Zixian Du, Zhuo Jiang, Xinlei Zhang, Binhang Yuan, Eiko Yoneki. [doi]
• SparseMVC: Probing Cross-view Sparsity Variations for Multi-view ClusteringRuimeng Liu, Xin Zou 0001, Chang Tang, Xiao Zheng, Xingchen Hu 0001, Kun Sun 0002, Xinwang Liu 0002. [doi]
• Efficient Randomized Experiments Using Foundation ModelsPiersilvio De Bartolomeis, Javier Abad, Guanbo Wang, Konstantin Donhauser, Raymond M. Duch, Fanny Yang, Issa J. Dahabreh. [doi]
• SEMPO: Lightweight Foundation Models for Time Series ForecastingHui He, Kun Yi 0001, Yuanchi Ma, Qi Zhang 0020, Zhendong Niu, Guansong Pang. [doi]
• dKV-Cache: The Cache for Diffusion Language ModelsXinyin Ma, Runpeng Yu, Gongfan Fang, Xinchao Wang. [doi]
• Improving Progressive Generation with Decomposable Flow MatchingMoayed Haji Ali, Willi Menapace, Ivan Skorokhodov, Arpit Sahni, Sergey Tulyakov, Vicente Ordonez, Aliaksandr Siarohin. [doi]
• Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the ConstraintsJayanta Mandi, Marianne Defresne, Senne Berden, Tias Guns. [doi]
• Accelerating Feature Conformal Prediction via Taylor ApproximationZihao Tang 0001, Boyuan Wang, Chuan Wen, Jiaye Teng. [doi]
• DINGO: Constrained Inference for Diffusion LLMsTarun Suresh, Debangshu Banerjee 0001, Shubham Ugare, Sasa Misailovic, Gagandeep Singh 0001. [doi]
• Efficient Kernelized Learning in Polyhedral Games beyond Full Information: From Colonel Blotto to Congestion GamesAndreas Kontogiannis, Vasilis Pollatos, Gabriele Farina, Panayotis Mertikopoulos, Ioannis Panageas. [doi]
• A Diffusion Model for Regular Time Series Generation from Irregular Data with Completion and MaskingGal Fadlon, Idan Arbiv, Nimrod Berman, Omri Azencot. [doi]
• Connectome-Based Modelling Reveals Orientation Maps in the Drosophila Optic LobeJia Nuo Liew, Shenghan Lin, Bowen Chen, Wei Zhang, Xiaowei Zhu, Xiaolin Hu. [doi]
• Auditing Meta-Cognitive Hallucinations in Reasoning Large Language ModelsHaolang Lu, Yilian Liu, Jingxin Xu, Guoshun Nan, Yuanlong Yu 0002, Zhican Chen, Kun Wang 0056. [doi]
• ADG: Ambient Diffusion-Guided Dataset Recovery for Corruption-Robust Offline Reinforcement LearningZeyuan Liu, Zhihe Yang, Jiawei Xu, Rui Yang, Jiafei Lyu, Baoxiang Wang 0001, Yunjian Xu, Xiu Li 0001. [doi]
• Linearly Constrained Diffusion Implicit ModelsVivek Jayaram, Ira Kemelmacher-Shlizerman, Steven M. Seitz, John Thickstun. [doi]
• PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial OptimizationFederico Berto, Chuanbo Hua, Laurin Luttmann, Jiwoo Son, Junyoung Park 0002, Kyuree Ahn, Changhyun Kwon 0001, Lin Xie, Jinkyoo Park. [doi]
• Beyond Components: Singular Vector-Based Interpretability of Transformer CircuitsAreeb Ahmad, Abhinav Joshi, Ashutosh Modi. [doi]
• Spatially-aware Weights Tokenization for NeRF-Language ModelsAndrea Amaduzzi, Pierluigi Zama Ramirez, Giuseppe Lisanti, Samuele Salti, Luigi di Stefano. [doi]
• Purest Quantum State IdentificationYingqi Yu, Honglin Chen, Jun Wu, Wei Xie 0028, Xiangyang Li 0001. [doi]
• Counterfactual Identifiability via Dynamic Optimal TransportFabio De Sousa Ribeiro, Ainkaran Santhirasekaram, Ben Glocker. [doi]
• Are Large Language Models Sensitive to the Motives Behind Communication?Addison J. Wu, Ryan Liu 0001, Kerem Oktar, Theodore R. Sumers, Tom Griffiths 0001. [doi]
• RankSEG-RMA: An Efficient Segmentation Algorithm via Reciprocal Moment ApproximationZixun Wang, Ben Dai. [doi]
• Online Strategic Classification With Noise and Partial FeedbackTianrun Zhao, Xiaojie Mao, Yong Liang. [doi]
• Think-RM: Enabling Long-Horizon Reasoning in Generative Reward ModelsIlgee Hong, Changlong Yu, Liang Qiu, Weixiang Yan, Zhenghao Xu, Haoming Jiang, Qingru Zhang, Qin Lu, Xin Liu, Chao Zhang 0014, Tuo Zhao. [doi]
• Conditional Diffusion Anomaly Modeling on GraphsChunyu Wei, Haozhe Lin, Yueguo Chen, Yunhai Wang. [doi]
• Federated Multi-armed Bandits with Efficient Bit-Level CommunicationsHaoran Zhang, Yang Xu, Xuchuang Wang, Hao-Xu Chen, Hao Qiu, Lin F. Yang, Yang Gao. [doi]
• Multi-Agent Reinforcement Learning with Communication-Constrained PriorsGuang Yang 0066, Tianpei Yang, Jingwen Qiao, Yanqing Wu, Jing Huo, Xingguo Chen, Yang Gao 0001. [doi]
• Globally Optimal Policy Gradient Algorithms for Reinforcement Learning with PID Control PoliciesVipul Sharma, Wesley Suttle, S. Sivaranjani. [doi]
• On the Relation between Rectified Flows and Optimal TransportJohannes Hertrich, Antonin Chambolle, Julie Delon. [doi]
• OmniCast: A Masked Latent Diffusion Model for Weather Forecasting Across Time ScalesTung Nguyen, Tuan Pham, Troy Arcomano, Rao Kotamarthi, Ian T. Foster, Sandeep Madireddy, Aditya Grover. [doi]
• Vector Quantization in the Brain: Grid-like Codes in World ModelsXiangyuan Peng, Xingsi Dong, Si Wu 0001. [doi]
• A Private Approximation of the 2nd-Moment Matrix of Any Subsamplable InputBar Mahpud, Or Sheffet. [doi]
• Optimize the Unseen - Fast NeRF Cleanup with Free Space PriorLeo Segre, Shai Avidan. [doi]
• OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization DataYiren Song, Cheng Liu, Mike Zheng Shou. [doi]
• The Fragile Truth of Saliency: Improving LLM Input Attribution via Attention Bias OptimizationYihua Zhang, Changsheng Wang, Yiwei Chen, Chongyu Fan, Jinghan Jia, Sijia Liu 0001. [doi]
• Color Conditional Generation with Sliced Wasserstein GuidanceAlexander Lobashev, Maria A. Larchenko, Dmitry Guskov. [doi]
• Estimating Model Performance Under Covariate Shift Without LabelsJakub Bialek, Juhani Kivimäki, Wojtek Kuberski, Nikolaos Perrakis. [doi]
• Rectified CFG++ for Flow Based ModelsShreshth Saini, Shashank Gupta, Alan Bovik. [doi]
• 2: A Stable Multi-City Adaptive Method for Multi-View Spatio-Temporal Trajectory Representation LearningTangwen Qian, Junhe Li, Yile Chen 0001, Gao Cong, Zezhi Shao, Jun Zhang, Tao Sun 0011, Fei Wang 0014, Yongjun Xu 0001. [doi]
• BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation LearningHongyi Zhou, Weiran Liao, Xi Huang, Yucheng Tang, Fabian Otto, Xiaogang Jia, Xinkai Jiang, Simon Hilber, Ge Li, Qian Wang, Ömer Erdinç Yagmurlu, Nils Blank, Moritz Reuss, Rudolf Lioutikov. [doi]
• 3DOT: Texture Transfer for 3DGS Objects from a Single Reference ImageXiao Cao, Beibei Lin, Bo Wang 0019, Zhiyong Huang, Robby T. Tan. [doi]
• Learning to Steer: Input-dependent Steering for Multimodal LLMsJayneel Parekh, Pegah Khayatan, Mustafa Shukor, Arnaud Dapogny, Alasdair Newson, Matthieu Cord. [doi]
• Causality-Induced Positional Encoding for Transformer-Based Representation Learning of Non-Sequential FeaturesKaichen Xu, Yihang Du, Mianpeng Liu, Zimu Yu, Xiaobo Sun. [doi]
• Training a Scientific Reasoning Model for ChemistrySiddharth Narayanan, James D. Braza, Ryan-Rhys Griffiths, Albert Bou, Geemi P. Wellawatte, Mayk Caldas Ramos, Ludovico Mitchener, Michael Pieler, Samuel G. Rodriques, Andrew D. White. [doi]
• SWE-bench Goes Live!Linghao Zhang, Shilin He, Chaoyun Zhang, Yu Kang 0006, Bowen Li 0002, Chengxing Xie, Junhao Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang 0001. [doi]
• UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised CompensationXiaoqi Zhao 0003, Youwei Pang, Chenyang Yu, Lihe Zhang, Huchuan Lu, Shijian Lu, Georges El Fakhri, Xiaofeng Liu 0001. [doi]
• LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data CentersAvisek Naug, Antonio Guillen-Perez, Vineet Kumar, Scott Greenwood, Wesley Brewer, Sahand Ghorbanpour, Ashwin Ramesh Babu, Vineet Gundecha, Ricardo Luna Gutierrez 0001, Soumyendu Sarkar. [doi]
• ICPC-Eval: Probing the Frontiers of LLM Reasoning with Competitive Programming ContestsShiyi Xu, Yiwen Hu, Yingqian Min, Zhipeng Chen 0001, Xin Zhao 0018, Ji-Rong Wen. [doi]
• Adaptive Fission: Post-training Encoding for Low-latency Spike Neural NetworksYizhou Jiang, Feng Chen 0007, Yihan Li, Yuqian Liu, Haichuan Gao, Tianren Zhang, Ying Fang. [doi]
• One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-ResolutionYujing Sun, Lingchen Sun, Shuaizheng Liu, Rongyuan Wu, Zhengqiang Zhang, Lei Zhang 0006. [doi]
• Unified Reinforcement and Imitation Learning for Vision-Language ModelsByung kwan Lee, Ryo Hachiuma, Yong Man Ro, Yu-Chiang Frank Wang, Yueh-Hua Wu. [doi]
• Volume Transmission Implements Context Factorization to Target Online Credit Assignment and Enable Compositional GeneralizationMatthew S. Bull, Po-Chen Kuo, Andrew L. Smith, Michael A. Buice. [doi]
• Differentiable Decision Tree via "ReLU+Argmin" ReformulationQiangqiang Mao, Jiayang Ren, Yixiu Wang, Chenxuanyin Zou, Jingjing Zheng, Yankai Cao. [doi]
• CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive ProgrammingHan Deng, Yuan Meng, Shixiang Tang, Wanli Ouyang, Xinzhu Ma. [doi]
• Pay Attention to Small WeightsChao Zhou, Tom Jacobs, Advait Gadhikar, Rebekka Burkholz. [doi]
• SpiderSolver: A Geometry-Aware Transformer for Solving PDEs on Complex GeometriesKai Qi, Fan Wang, Zhewen Dong, Jian Sun 0009. [doi]
• Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language ModelsYonggan Fu, Xin Dong 0009, Shizhe Diao, Matthijs Van Keirsbilck, Hanrong Ye, Wonmin Byeon, Yashaswi Karnati, Lucas Liebenwein, Maksim Khadkevich, Alexander Keller 0001, Jan Kautz, Yingyan (Celine) Lin, Pavlo Molchanov 0001. [doi]
• From Linear to Nonlinear: Provable Weak-to-Strong Generalization through Feature LearningJunsoo Oh, Jerry Song, Chulhee Yun. [doi]
• From Experts to a Generalist: Toward General Whole-Body Control for Humanoid RobotsYuxuan Wang, Ming Yang, Gang Ding, Yu Zhang, Weishuai Zeng, Xinrun Xu, Haobin Jiang, Zongqing Lu 0002. [doi]
• Improving LLM General Preference Alignment via Optimistic Online Mirror DescentYuheng Zhang, Dian Yu 0001, Tao Ge 0001, Linfeng Song, Zhichen Zeng 0001, Haitao Mi, Nan Jiang 0008, Dong Yu 0001. [doi]
• Functional data analysis for multivariate distributions through Wasserstein slicingHan Chen, Hans-Georg Müller. [doi]
• How Memory in Optimization Algorithms Implicitly Modifies the LossMatias D. Cattaneo, Boris Shigida. [doi]
• DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and ResponseJunjue Wang, Weihao Xuan, Heli Qi, Zhihao Liu, Kunyi Liu, Yuhan Wu, Hongruixuan Chen, Jian Song 0010, Junshi Xia, Zhuo Zheng, Naoto Yokoya. [doi]
• LithoSim: A Large, Holistic Lithography Simulation Benchmark for AI-Driven Semiconductor ManufacturingHongquan He, Zhen Wang, Jingya Wang 0001, Tao Wu, Xuming He 0001, Bei Yu 0001, Jingyi Yu 0001, Hao Geng. [doi]
• Neural B-frame Video Compression with Bi-directional Reference HarmonizationYuxi Liu, Dengchao Jin, Shuai Huo, Jiawen Gu, Chao Zhou, Huihui Bai, Ming Lu 0003, Zhan Ma 0001. [doi]
• Understanding Prompt Tuning and In-Context Learning via Meta-LearningTim Genewein, Kevin Li, Jordi Grau-Moya, Anian Ruoss, Laurent Orseau, Marcus Hutter. [doi]
• Leveraging robust optimization for llm alignment under distribution shiftsMingye Zhu, Yi Liu 0148, Zheren Fu, Yongdong Zhang 0001, Zhendong Mao 0001. [doi]
• MisoDICE: Multi-Agent Imitation from Mixed-Quality DemonstrationsThe Viet Bui, Tien Anh Mai, Thanh Hong Nguyen. [doi]
• Effective Policy Learning for Multi-Agent Online Coordination Beyond Submodular ObjectivesQixin Zhang 0001, Yan Sun, Can Jin, Xikun Zhang 0007, Yao Shu, Puning Zhao, Li Shen 0008, Dacheng Tao. [doi]
• Learning Chern Numbers of Multiband Topological Insulators with Gauge Equivariant Neural NetworksLongde Huang, Oleksandr Balabanov, Hampus Linander, Mats Granath, Daniel Persson, Jan E. Gerken. [doi]
• VETA-DiT: Variance-Equalized and Temporally Adaptive Quantization for Efficient 4-bit Diffusion TransformersQinkai Xu, Yijin Liu, Yang Chen, Lin F. Yang, Li Erran Li, Yuxiang Fu. [doi]
• AGI-Elo: How Far Are We From Mastering A Task?Shuo Sun, Yimin Zhao, Christina E. Lee, Jiawei Sun 0006, Chengran Yuan, Zefan Huang, Dongen Li, Justin KW Yeoh, Alok Prakash, Tom Malone 0001, Marcelo H. Ang Jr.. [doi]
• Don't Let It Fade: Preserving Edits in Diffusion Language Models via Token Timestep AllocationWoojin Kim, Jaeyoung Do. [doi]
• Deep Continuous-Time State-Space Models for Marked Event SequencesYuxin Chang, Alex Boyd, Cao (Danica) Xiao, Taha A. Kass-Hout, Parminder Bhatia, Padhraic Smyth, Andrew Warrington. [doi]
• Copresheaf Topological Neural Networks: A Generalized Deep Learning FrameworkMustafa Hajij, Lennart Bastian, Sarah Osentoski, Hardik Kabaria, John L. Davenport, Sheik Dawood, Balaji Cherukuri, Joseph G. Kocheemoolayil, Nastaran Shahmansouri, Adrian Lew, Theodore Papamarkou, Tolga Birdal. [doi]
• GLNCD: Graph-Level Novel Category DiscoveryBowen Deng 0002, Lele Fu, Sheng Huang, Tianchi Liao, Jialong Chen, Tao Zhang 0096, Chuan Chen 0001. [doi]
• The Price of Opportunity Fairness in Matroid Allocation ProblemsRémi Castera, Felipe Garrido-Lucero, Patrick Loiseau, Simon Mauras, Mathieu Molina, Vianney Perchet. [doi]
• CAT: Circular-Convolutional Attention for Sub-Quadratic TransformersYoshihiro Yamada. [doi]
• CSI-Bench: A Large-Scale In-the-Wild Dataset for Multi-task WiFi SensingGuozhen Zhu, Yuqian Hu, Weihang Gao, Wei-Hsiang Wang, Beibei Wang 0001, K. J. Ray Liu. [doi]
• Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal ModelsXiwen Wei, Mustafa Munir, Radu Marculescu. [doi]
• GVPO: Group Variance Policy Optimization for Large Language Model Post-TrainingKaichen Zhang, Yuzhong Hong, Junwei Bao 0001, Hongfei Jiang, Yang Song 0021, Dingqian Hong, Hui Xiong 0001. [doi]
• Training-Free Test-Time Adaptation via Shape and Style Guidance for Vision-Language ModelsShenglong Zhou 0002, Manjiang Yin, Leiyu Sun, Shicai Yang, Di Xie, Jiang Zhu. [doi]
• Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical OperationsHao Li 0073, He Cao, Bin Feng, Daniel Shao, Robert Tang, Zhiyuan Yan 0002, Yonghong Tian 0001, Li Yuan, Yu Li. [doi]
• DP²O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-ResolutionRongyuan Wu, Lingchen Sun, Zhengqiang Zhang, Shihao Wang, Tianhe Wu, Qiaosi Yi, Shuai Li 0014, Lei Zhang 0006. [doi]
• Quantitative convergence of trained neural networks to Gaussian processesAndrea Agazzi, Eloy Mósig García, Dario Trevisan. [doi]
• KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing ModelsYongliang Wu, Zonghui Li, Xinting Hu, Xinyu Ye, Xianfang Zeng, Gang Yu, Wenbo Zhu, Bernt Schiele, Ming-Hsuan Yang 0001, Xu Yang 0004. [doi]
• Quantifying Elicitation of Latent Capabilities in Language ModelsElizabeth Donoway, Hailey Joren, Arushi Somani, Henry Sleight, Julian Michael, Michael R. DeWeese, John Schulman, Ethan Perez, Fabien Roger, Jan Leike. [doi]
• Discrete Diffusion Models: Novel Analysis and New Sampler GuaranteesYuchen Liang, Yingbin Liang, Lifeng Lai, Ness Shroff. [doi]
• Efficient Adaptive Federated OptimizationSu-Hyeong Lee, Sidharth Sharma, Manzil Zaheer, Tian Li 0005. [doi]
• Learning Intractable Multimodal Policies with Reparameterization and Diversity RegularizationZiqi Wang 0011, Jiashun Liu, Ling Pan. [doi]
• Partition to Evolve: Niching-enhanced Evolution with LLMs for Automated Algorithm DiscoveryQinglong Hu, Qingfu Zhang 0001. [doi]
• Reasoning Models Hallucinate More: Factuality-Aware Reinforcement Learning for Large Reasoning ModelsJunyi Li 0001, Hwee Tou Ng. [doi]
• Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and InferenceDenis Blessing, Julius Berner, Lorenz Richter, Carles Domingo-Enrich, Yuanqi Du, Arash Vahdat, Gerhard Neumann. [doi]
• Gymnasium: A Standard Interface for Reinforcement Learning EnvironmentsMark Towers, Ariel Kwiatkowski, John U. Balis, Gianluca De Cola, Tristan Deleu, Manuel Goulão, Andreas Kallinteris, Markus Krimmel, Arjun KG, Rodrigo Perez-Vicente, J. K. Terry 0001, Andrea Pierré, Sander Schulhoff, Jun Jet Tai, Hannah Tan, Omar G. Younis. [doi]
• HumanoidGen: Data Generation for Bimanual Dexterous Manipulation via LLM ReasoningZhi Jing 0004, Siyuan Yang, Jicong Ao, Ting Xiao 0002, Yu-Gang Jiang 0001, Chenjia Bai. [doi]
• DMol: A Highly Efficient and Chemical Motif-Preserving Molecule Generation PlatformPeizhi Niu, Yu-Hsiang Wang, Vishal Rana, Chetan Rupakheti, Abhishek Pandey, Olgica Milenkovic. [doi]
• The Complexity of Symmetric Equilibria in Min-Max Optimization and Team Zero-Sum GamesIoannis Anagnostides, Ioannis Panageas, Tuomas Sandholm, Jingming Yan. [doi]
• ARMesh: Autoregressive Mesh Generation via Next-Level-of-Detail PredictionJiabao Lei, Kewei Shi, Zhihao Liang 0002, Kui Jia. [doi]
• Preference Optimization on Pareto Sets: On a Theory of Multi-Objective OptimizationAbhishek Roy, Geelon So, Yian Ma. [doi]
• DEAL: Diffusion Evolution Adversarial Learning for Sim-to-Real TransferWentao Xu, Huiqiao Fu, Haoyu Dong, Zhehao Zhou, Chunlin Chen 0001. [doi]
• LoRA vs Full Fine-tuning: An Illusion of EquivalenceReece Shuttleworth, Jacob Andreas, Antonio Torralba 0001, Pratyusha Sharma. [doi]
• HQA-VLAttack: Towards High Quality Adversarial Attack on Vision-Language Pre-Trained ModelsHan Liu 0008, Jiaqi Li, Zhi Xu 0008, Xiaotong Zhang 0003, Xiaoming Xu 0003, Fenglong Ma, Yuanman Li, Hong Yu 0005. [doi]
• DISCO: DISCrete nOise for Conditional Control in Text-to-Image Diffusion ModelsLongquan Dai, Ming Wu, Dejiao Xue, He Wang, Jinhui Tang 0001. [doi]
• Scaling Physical Reasoning with the PHYSICS DatasetShenghe Zheng, QianJia Cheng, Junchi Yao, Mengsong Wu, Haonan He, Ning Ding 0002, Yu Cheng 0001, Shuyue Hu, Lei Bai 0001, Dongzhan Zhou, Ganqu Cui, Peng Ye 0006. [doi]
• Effects of Dropout on Performance in Long-range Graph Learning TasksJasraj Singh, Keyue Jiang, Brooks Paige, Laura Toni. [doi]
• Cost-Aware Contrastive Routing for LLMsReza Shirkavand, Shangqian Gao, Peiran Yu, Heng Huang 0001. [doi]
• Valid Selection among Conformal SetsMahmoud Hegazy, Liviu Aolaritei, Michael I. Jordan, Aymeric Dieuleveut. [doi]
• Towards Generalizable 3D Human Pose Estimation via Ensembles on Flat Loss LandscapesJumin Han, Jun-Hui Kim, Seong-Whan Lee. [doi]
• Time Series Generation Under Data Scarcity: A Unified Generative Modeling ApproachTal Gonen, Itai Pemper, Ilan Naiman, Nimrod Berman, Omri Azencot. [doi]
• On the Stability and Generalization of Meta-Learning: the Impact of Inner-LevelsWenjun Ding, Jingling Liu, Lixing Chen, Xiu Su, Tao Sun, Fan Wu, Zhe Qu. [doi]
• LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow TransformersYusuf Dalva, Hidir Yesiltepe, Pinar Yanardag. [doi]
• PAC-Bayes Bounds for Multivariate Linear Regression and Linear AutoencodersRuixin Guo, Ruoming Jin, Xinyu Li, Yang Zhou. [doi]
• Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic SegmentationSiyu Chen 0004, Ting Han 0001, Chengzheng Fu, Changshe Zhang, Chaolei Wang, Jinhe Su, Guorong Cai, Meiliu Wu. [doi]
• Accelerated Vertical Federated Adversarial Learning through Decoupling Layer-Wise DependenciesTianxing Man, Yu Bai, Ganyu Wang, Jinjie Fang, Haoran Fang, Bin Gu 0001, Yi Chang 0001. [doi]
• Learning quadratic neural networks in high dimensions: SGD dynamics and scaling lawsGérard Ben Arous, Murat A. Erdogdu, Nuri Mert Vural, Denny Wu. [doi]
• π-Realizable MDPsAntoine Moulin, Gergely Neu, Luca Viano. [doi]
• Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology OptimizationAmin Heyrani Nobari, Lyle Regenwetter, Cyril Picard, Ligong Han, Faez Ahmed. [doi]
• DeltaFormer: Unlock the state space of TransformerMingyu Xu, Tenglong Ao, Jiaao He, Jianqiao Lu, Guang Shi, Mingwu Zheng. [doi]
• FACE: A General Framework for Mapping Collaborative Filtering Embeddings into LLM TokensChao Wang 0086, Yixin Song, Jinhui Ye, Chuan Qin 0002, Dazhong Shen, Lingfeng Liu, Xiang Wang, Yanyong Zhang. [doi]
• Network two-sample test for block modelsChung Kyong Nguen, Arash A. Amini, Oscar Hernan Madrid Padilla. [doi]
• TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local CorrespondenceFeng Jiang 0012, Mangal Prakash, Hehuan Ma, Jianyuan Deng, Yuzhi Guo, Amina Mollaysa, Tommaso Mansi, Rui Liao, JunZhou Huang. [doi]
• Scaling RL to Long VideosYukang Chen, Wei Huang 0042, Baifeng Shi, Qinghao Hu 0004, Hanrong Ye, Ligeng Zhu, Zhijian Liu, Pavlo Molchanov 0001, Jan Kautz, Xiaojuan Qi 0001, Sifei Liu, Hongxu Yin, Yao Lu 0006, Song Han 0003. [doi]
• Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuningQitao Tan, Jun Liu 0075, Zheng Zhan 0001, Caiwen Ding, Yanzhi Wang 0001, Xiaolong Ma, Jaewoo Lee, Jin Lu 0001, Geng Yuan. [doi]
• Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree SearchYanbo Wang 0005, Zixiang Xu, Yue Huang 0001, Chujie Gao, Siyuan Wu 0001, Jiayi Ye, Pin-Yu Chen, Xiuying Chen, Xiangliang Zhang 0001. [doi]
• SAEMark: Steering Personalized Multilingual LLM Watermarks with Sparse AutoencodersZhuohao Yu 0001, Xingru Jiang, Weizheng Gu, Yidong Wang 0003, Qingsong Wen, Shikun Zhang, Wei Ye 0004. [doi]
• Non-Asymptotic Guarantees for Average-Reward Q-Learning with Adaptive StepsizesZaiwei Chen. [doi]
• Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout ReplayYifan Sun 0010, Jingyan Shen, Yibin Wang 0005, Tianyu Chen, Zhendong Wang 0005, Mingyuan Zhou, Huan Zhang 0001. [doi]
• FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech ProcessingShoutao Guo, Shaolei Zhang 0001, Qingkai Fang, Zhengrui Ma, Min Zhang 0005, Yang Feng 0004. [doi]
• VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM AgentsKangrui Wang, Pingyue Zhang, Zihan Wang 0008, Yaning Gao, Linjie Li, Qineng Wang, Hanyang Chen, Yiping Lu, Zhengyuan Yang, Lijuan Wang, Ranjay Krishna, Jiajun Wu 0001, Fei-Fei Li 0001, Yejin Choi 0001, Manling Li. [doi]
• SQS: Enhancing Sparse Perception Models via Query-based Splatting in Autonomous DrivingHaiming Zhang 0001, Yiyao Zhu, Wending Zhou, Xu Yan 0005, Yingjie Cai, Bingbing Liu, Shuguang Cui, Zhen Li 0026. [doi]
• What Do Latent Action Models Actually Learn?Chuheng Zhang, Tim Pearce, Pushi Zhang, Kaixin Wang, Xiaoyu Chen, Wei Shen 0005, Li Zhao 0007, Jiang Bian 0002. [doi]
• GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMsAdvik Raj Basani, Xiao Zhang. [doi]
• GraphTOP: Graph Topology-Oriented Prompting for Graph Neural NetworksXingbo Fu, Zhenyu Lei 0004, Zihan Chen 0002, Binchi Zhang, Chuxu Zhang, Jundong Li. [doi]
• Improve Temporal Reasoning in Multimodal Large Language Models via Video Contrastive DecodingDaiqing Qi, Dongliang Guo 0002, Hanzhang Yuan, Handong Zhao, Mengxuan Hu, Lehan Yang, Sheng Li 0001. [doi]
• Learning-Augmented Streaming Algorithms for Correlation ClusteringYinhao Dong, Shan Jiang, Shi Li, Pan Peng 0001. [doi]
• QiMeng-CodeV-R1: Reasoning-Enhanced Verilog GenerationYaoyu Zhu, Di Huang, Han-Qi Lyu, Xiaoyun Zhang, Chongxiao Li, Wenxuan Shi, Yutong Wu, Jianan Mu, Jinghua Wang, Yang Zhao 0013, Pengwei Jin, Shuyao Cheng, Shengwen Liang, Xishan Zhang, Rui Zhang 0040, Zidong Du, Qi Guo 0001, Xing Hu 0001, Yunji Chen. [doi]
• Higher-Order Learning with Graph Neural Networks via Hypergraph EncodingsRaphaël Pellegrin, Lukas Fesser, Melanie Weber 0001. [doi]
• Feature-aware Modulation for Learning from Temporal Tabular DataHaorun Cai, Han-Jia Ye. [doi]
• Irrational Complex Rotations Empower Low-bit OptimizersZhen Tian 0001, Xin Zhao 0018, Ji-Rong Wen. [doi]
• FlexOLMo: Open Language Models for Flexible Data UseWeijia Shi, Akshita Bhagia, Kevin Farhat, Niklas Muennighoff, Jacob Morrison, Evan Pete Walsh, Dustin Schwenk, Shayne Longpre, Jake Poznanski, Allyson Ettinger, Daogao Liu, Margaret Li, Mike Lewis, Scott Yih, Dirk Groeneveld, Luca Soldaini, Kyle Lo, Noah A. Smith, Luke Zettlemoyer, Pang Wei W. Koh, Hanna Hajishirzi, Ali Farhadi, Sewon Min. [doi]
• Towards Unsupervised Training of Matching-based Graph Edit Distance Solver via Preference-aware GANWei Huang 0040, Hanchen Wang 0001, Dong Wen 0001, Shaozhen Ma, Wenjie Zhang 0001, Xuemin Lin 0001. [doi]
• Learning Robust Spectral Dynamics for Temporal Domain GeneralizationEn Yu, Jie Lu 0001, Xiaoyu Yang, Guangquan Zhang 0001, Zhen Fang 0001. [doi]
• Masked Gated Linear UnitYukito Tajima, Nakamasa Inoue, Yusuke Sekikawa, Ikuro Sato, Rio Yokota. [doi]
• Optimal Graph Clustering without Edge Density SignalsMaximilien Dreveton, Elaine Siyu Liu, Matthias Grossglauser, Patrick Thiran. [doi]
• GTPBD: A Fine-Grained Global Terraced Parcel and Boundary DatasetZhiwei Zhang, Zi Ye, Yibin Wen, Shuai Yuan 0005, Haohuan Fu, Jianxi Huang, Juepeng Zheng. [doi]
• UltraVideo: High-Quality UHD Video Dataset with Comprehensive CaptionsZhucun Xue, Jiangning Zhang, Teng Hu, Haoyang He, Yinan Chen, Yuxuan Cai, Yabiao Wang, Chengjie Wang 0001, Yong Li 0008, Xiangtai Li, Dacheng Tao. [doi]
• Towards foundational LiDAR world models with efficient latent flow matchingTianran Liu, Shengwen Zhao, Nicholas Rhinehart. [doi]
• Mechanistic Interpretability of RNNs emulating Hidden Markov ModelsElia Torre, Michele Viscione, Lucas Pompe, Benjamin F. Grewe, Valerio Mante. [doi]
• Embracing Contradiction: Theoretical Inconsistency Will Not Impede the Road of Building Responsible AI SystemsGordon Dai, Yunze Xiao. [doi]
• Discovering Opinion Intervals from Conflicts in Signed GraphsPeter Blohm, Florian Chen, Aristides Gionis, Stefan Neumann 0003. [doi]
• AI Testing Should Account for Sophisticated Strategic BehaviourVojta Kovarik, Eric Olav Chen, Sami Petersen, Alexis Ghersengorin, Vincent Conitzer. [doi]
• KORGym: A Dynamic Game Platform for LLM Reasoning EvaluationJiajun Shi, Jian Yang 0037, Jiaheng Liu, Xingyuan Bu, Jiangjie Chen, Junting Zhou, Kaijing Ma, Zhoufutu Wen, Bingli Wang, Yancheng He, Liang Song, Hualei Zhu, Shilong Li, Xingjian Wang, Wei Zhang 0021, Ruibin Yuan, Yifan Yao, Wenjun Yang, Yunli Wang, Siyuan Fang, Siyu Yuan, Qianyu He, Robert Tang, Yingshui Tan, Wangchunshu Zhou, Zhao-Xiang Zhang 0001, Zhoujun Li 0001, Wenhao Huang 0001, Ge Zhang 0009. [doi]
• High Resolution UDF Meshing via Iterative NetworksFederico Stella, Nicolas Talabot, Hieu Le 0001, Pascal Fua. [doi]
• One SPACE to Rule Them All: Jointly Mitigating Factuality and Faithfulness Hallucinations in LLMsPengbo Wang, Chaozhuo Li, Chenxu Wang 0001, Liwen Zheng, Litian Zhang, Xi Zhang 0008. [doi]
• Fix False Transparency by Noise Guided SplattingAly El Hakie, Yiren Lu, Yu Yin, Michael Jenkins, Yehe Liu. [doi]
• Decoupled Entropy MinimizationJing Ma, Hanlin Li, Xiang Xiang 0001. [doi]
• HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMsNingning Chen, Weicai Ye, Ying Jiang 0002. [doi]
• Gradient Alignment in Physics-informed Neural Networks: A Second-Order Optimization PerspectiveSifan Wang, Ananyae Kumar Bhartari, Bowen Li, Paris Perdikaris. [doi]
• Scalable Feature Learning on Huge Knowledge Graphs for Downstream Machine LearningFélix Lefebvre, Gaël Varoquaux. [doi]
• Learning to Better Search with Language Models via Guided Reinforced Self-TrainingSeungyong Moon, Bumsoo Park, Hyun Oh Song. [doi]
• Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer InferenceWeizhi Fei, Xueyan Niu 0001, Guoqing Xie, Yingqing Liu, Bo Bai 0001, Wei Han 0004. [doi]
• Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain AdaptationJing Wang, Wonho Bae, Jiahong Chen, Wenxu Wang, Junhyug Noh. [doi]
• Shallow Diffuse: Robust and Invisible Watermarking through Low-Dim Subspaces in Diffusion ModelsWenda Li 0005, Huijie Zhang, Qing Qu 0001. [doi]
• Your Pre-trained LLM is Secretly an Unsupervised Confidence CalibratorBeier Luo, Shuoyuan Wang, Sharon Li 0001, Hongxin Wei. [doi]
• Weak-to-Strong Generalization under Distribution ShiftsMyeongho Jeon, Jan Sobotka, Suhwan Choi, Maria Brbic. [doi]
• ML4CFD Competition: Results and Retrospective AnalysisMouadh Yagoubi, David Danan, Milad Leyli-Abadi, Jocelyn Ahmed Mazari, Jean-Patrick Brunet, Abbas Kabalan, Fabien Casenave, Yuxin Ma, Giovanni Catalani, Jean Fesquet, Jacob Helwig, Xuan Zhang, Haiyang Yu 0005, Xavier Bertrand, Frederic Tost, Michael Bauerheim, Joseph Morlier, Shuiwang Ji. [doi]
• Binary Quadratic Quantization: Beyond First-Order Quantization for Real-Valued Matrix CompressionKyo Kuroki, Yasuyuki Okoshi, Thiem Van Chu, Kazushi Kawamura, Masato Motomura. [doi]
• Differentiable Generalized Sliced Wasserstein PlansLaetitia Chapel, Romain Tavenard, Samuel Vaiter. [doi]
• Safe-Sora: Safe Text-to-Video Generation via Graphical WatermarkingZihan Su, Xuerui Qiu, Hongbin Xu, Tangyu Jiang, Junhao Zhuang, Chun Yuan 0003, Ming Li 0073, Shengfeng He, Fei Richard Yu. [doi]
• Diffusion Tree Sampling: Scalable inference‑time alignment of diffusion modelsVineet Jain, Kusha Sareen, Mohammad Pedramfar, Siamak Ravanbakhsh. [doi]
• Beyond Expectations: Quantile-Guided Alignment for Risk-Calibrated Language ModelsXinran Wang, Jin Du, Azal Ahmad Khan, Qi Le, Enmao Diao, Jiawei Zhou, Jie Ding 0002, Ali Anwar 0001. [doi]
• MoleBridge: Synthetic Space Projecting with Discrete Markov BridgesRongchao Zhang, Yu Huang 0004, Yongzhi Cao, Hanpin Wang. [doi]
• Orientation Matters: Making 3D Generative Models Orientation-AlignedYichong Lu, Yuzhuo Tian, Zijin Jiang, Yikun Zhao, Yuanbo Yang, Hao Ouyang, Haoji Hu, Huimin Yu, Yujun Shen, Yiyi Liao. [doi]
• MaxSup: Overcoming Representation Collapse in Label SmoothingYuxuan Zhou 0004, Heng Li, Zhi-Qi Cheng, Xudong Yan, Yifei Dong 0002, Mario Fritz, Margret Keuper. [doi]
• Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences AlignmentKaixun Jiang, Zhaoyu Chen 0001, Haijing Guo, Jinglun Li, Jiyuan Fu, Pinxue Guo, Hao Tang 0005, Bo Li 0115, Wenqiang Zhang. [doi]
• Beyond Last-Click: An Optimal Mechanism for Ad AttributionNan An, Weian Li, Qi Qi 0003, Changyuan Yu, Liang Zhang. [doi]
• Two Causally Related Needles in a Video HaystackMiaoyu Li, Qin Chao, Boyang Li 0001. [doi]
• Execution Guided Line-by-Line Code GenerationBoaz Lavon, Shahar Katz, Lior Wolf. [doi]
• Enforcing convex constraints in Graph Neural NetworksAhmed Rashwan, Keith Briggs, Chris J. Budd, Lisa Maria Kreusser. [doi]
• Structured Reinforcement Learning for Combinatorial Decision-MakingHeiko Hoppe, Léo Baty, Louis Bouvier, Axel Parmentier, Maximilian Schiffer. [doi]
• VMDT: Decoding the Trustworthiness of Video Foundation ModelsYujin Potter, Zhun Wang, Nicholas Crispino, Kyle Montgomery, Alexander Xiong, Ethan Y. Chang, Francesco Pinto, Yuqi Chen, Rahul Gupta 0001, Morteza Ziyadi, Christos Christodoulopoulos 0001, Bo Li 0026, Chenguang Wang 0001, Dawn Song. [doi]
• Can LLMs Correct Themselves? A Benchmark of Self-Correction in LLMsGuiyao Tie, Zenghui Yuan, Zeli Zhao, Chaoran Hu, Tianhe Gu, Ruihang Zhang, Sizhe Zhang, Junran Wu, Xiaoyue Tu, Ming Jin 0005, Qingsong Wen, Lixing Chen, Pan Zhou 0001, Lichao Sun 0001. [doi]
• Parallelization of Non-linear State-Space Models: Scaling Up Liquid-Resistance Liquid-Capacitance Networks for Efficient Sequence ModelingMónika Farsang, Radu Grosu. [doi]
• DiffLiG: Diffusion-enhanced Liquid Graph with Attention Propagation for Grid-to-Station Precipitation CorrectionYuxiang Li, Yang Zhang, Guowen Li, Mengxuan Chen, Meng Jin, Fang Wang, Haohuan Fu, Juepeng Zheng. [doi]
• Vinci: Deep Thinking in Text-to-Image Generation using Unified Model with Reinforcement LearningWang Lin, Wentao Hu, Liyu Jia, Kaihang Pan, Majun Zhang, Zhou Zhao 0001, Fei Wu 0001, Jingyuan Chen, Hanwang Zhang. [doi]
• QuanDA: Quantile-Based Discriminant Analysis for High-Dimensional Imbalanced ClassificationQian Tang, Yuwen Gu, Boxiang Wang. [doi]
• LiteReality: Graphics-Ready 3D Scene Reconstruction from RGB-D ScansZhening Huang, Xiaoyang Wu 0002, Fangcheng Zhong, Hengshuang Zhao, Matthias Nießner, Joan Lasenby. [doi]
• Distributed Multi-Agent Bandits Over Erdős-Rényi Random NetworksJingyuan Liu, Hao Qiu, Lin F. Yang, Mengfan Xu. [doi]
• RBench-V: A Primary Assessment for Visual Reasoning Models with Multimodal OutputsMeng-Hao Guo 0001, Xuanyu Chu, Qianrui Yang, Zhe-Han Mo, Yiqing Shen 0005, Pei-lin Li, Xinjie Lin, Jinnian Zhang, Xin-Sheng Chen, Yi Zhang 0099, Kiyohiro Nakayama, Zhengyang Geng, Houwen Peng, Han Hu 0001, Shimin Hu 0001. [doi]
• CTRL-ALT-DECEIT Sabotage Evaluations for Automated AI R&DFrancis Ward, Teun van der Weij, Hanna Gábor, Sam Martin, Raja Mehta Moreno, Harel Lidar, Louis Makower, Thomas Jodrell, Lauren Robson. [doi]
• Scaling Language-centric Omnimodal Representation LearningChenghao Xiao, Hou Pong Chan, Hao Helen Zhang, Weiwen Xu, Mahani Aljunied, Yu Rong 0001. [doi]
• Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection SynergyQing Zhao, Weijian Deng, Pengxu Wei, Ziyi Dong, Hannan Lu, Xiangyang Ji, Liang Lin. [doi]
• Interaction-Centric Knowledge Infusion and Transfer for Open Vocabulary Scene Graph GenerationLin Li 0065, Chuhan Zhang, Dong Zhang, Chong Sun, Chen Li, Long Chen 0016. [doi]
• Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object DetectionYu Li, Xingyu Qiu, Yuqian Fu, Jie Chen, Tianwen Qian, Xu Zheng 0002, Danda Pani Paudel, Yanwei Fu 0001, Xuanjing Huang 0001, Luc Van Gool, Yu-Gang Jiang 0001. [doi]
• Mechanism Design for LLM Fine-tuning with Multiple Reward ModelsHaoran Sun, Yurong Chen, Siwei Wang, Chu Xu, Wei Chen, Xiaotie Deng. [doi]
• Fin3R: Fine-tuning Feed-forward 3D Reconstruction Models via Monocular Knowledge DistillationWeining Ren, Hongjun Wang, Xiao Tan 0001, Kai Han 0001. [doi]
• MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant OptimizationRizhen Hu, Yutong He, Ran Yan, Mou Sun, Binhang Yuan, Kun Yuan 0001. [doi]
• Clip-and-Verify: Linear Constraint-Driven Domain Clipping for Accelerating Neural Network VerificationDuo Zhou, Jorge Chavez, Hesun Chen, Grani A. Hanasusanto, Huan Zhang 0001. [doi]
• EVODiff: Entropy-aware Variance Optimized Diffusion InferenceShigui Li, Wei Chen 0165, Delu Zeng. [doi]
• Object Concepts Emerge from MotionHaoqian Liang, Xiaohui Wang, Zhichao Li, Ya Yang, Naiyan Wang. [doi]
• A Unified Approach to Submodular Maximization Under NoiseKshipra Bhawalkar, Yang Cai 0001, Zhe Feng 0004, Christopher Liaw, Tao Lin 0013. [doi]
• Generalization Bounds for Rank-sparse Neural NetworksAntoine Ledent, Rodrigo Alves, Yunwen Lei. [doi]
• SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement LearningZhongwei Wan, Zhihao Dou, Che Liu, Yu Zhang, Dongfei Cui, Qinjian Zhao, Hui Shen 0008, Jing Xiong, Yi Xin 0003, Yifan Jiang, Chaofan Tao, Yangfan He, Mi Zhang 0002, Shen Yan 0008. [doi]
• From Indicators to Insights: Diversity-Optimized for Medical Series-Text Decoding via LLMsXiyuan Jin, Jing Wang 0060, Ziwei Lin, Qianru Jia, Yuqing Huang, Xiaojun Ning 0001, Zhonghua Shi, Youfang Lin. [doi]
• Learning Robust Vision-Language Models from Natural Latent SpacesZhangyun Wang, Ni Ding, Aniket Mahanti. [doi]
• Imitation Learning with Temporal Logic ConstraintsZining Fan, He Zhu. [doi]
• ProDAG: Projected Variational Inference for Directed Acyclic GraphsRyan Thompson, Edwin V. Bonilla, Robert Kohn. [doi]
• Predicting the Performance of Black-box Language Models with Follow-up QueriesDylan Sam, Marc Finzi, Zico Kolter. [doi]
• Imbalances in Neurosymbolic Learning: Characterization and Mitigating StrategiesEfthymia Tsamoura, Kaifu Wang, Dan Roth 0001. [doi]
• Multimodal Negative LearningBaoquan Gong, Xiyuan Gao, Pengfei Zhu 0001, Qinghua Hu, Bing Cao 0002. [doi]
• Graph Persistence goes SpectralMattie Ji, Amauri H. Souza, Vikas Garg 0001. [doi]
• A Gradient Guided Diffusion Framework for Chance Constrained ProgrammingBoyang Zhang, Zhiguo Wang, Ya-Feng Liu. [doi]
• MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow NetworksRui Jiao, Hanlin Wu, Wenbing Huang 0001, Yuxuan Song 0002, Yawen Ouyang, Yu Rong 0001, Tingyang Xu, Pengju Wang, Hao Zhou 0012, Wei-Ying Ma, Jingjing Liu, Yang Liu. [doi]
• Token Embeddings Violate the Manifold HypothesisMichael Robinson 0001, Sourya Dey, Tony Chiang. [doi]
• Fast Non-Log-Concave Sampling under Nonconvex Equality and Inequality Constraints with LandingKijung Jeon, Michael Muehlebach, Molei Tao. [doi]
• 3BASiL: An Algorithmic Framework for Sparse plus Low-Rank Compression of LLMsMehdi Makni, Xiang Meng, Rahul Mazumder. [doi]
• Track, Inpaint, Resplat: Subject-driven 3D and 4D Generation with Progressive Texture InfillingShuhong Zheng, Ashkan Mirzaei, Igor Gilitschenski. [doi]
• Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and ClassificationZinan Lin 0001, Enshu Liu, Xuefei Ning, Junyi Zhu 0002, Wenyu Wang, Sergey Yekhanin. [doi]
• 1)-Smoothness: Normalization and MomentumSarit Khirirat, Abdurakhmon Sadiev, Artem Riabinin, Eduard Gorbunov, Peter Richtárik. [doi]
• Computable universal online learningDariusz Kalocinski, Tomasz Steifer. [doi]
• Block Coordinate Descent for Neural Networks Provably Finds Global MinimaShunta Akiyama. [doi]
• Visual Jenga: Discovering Object Dependencies via Counterfactual InpaintingAnand Bhattad, Konpat Preechakul, Alexei A. Efros. [doi]
• CausalPFN: Amortized Causal Effect Estimation via In-Context LearningVahid Balazadeh Meresht, Hamidreza Kamkari, Valentin Thomas, Junwei Ma, Bingru Li, Jesse C. Cresswell, Rahul G. Krishnan. [doi]
• From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field MicroscopyFeng He, Guodong Tan, Qiankun Li, Jun Yu, Quan Wen. [doi]
• FlexWorld: Progressively Expanding 3D Scenes for Flexible-View ExplorationLuxi Chen, Zihan Zhou, Min Zhao 0013, Yikai Wang, Ge Zhang 0009, Wenhao Huang 0001, Hao Sun 0002, Ji-Rong Wen, Chongxuan Li. [doi]
• Curl Descent : Non-Gradient Learning Dynamics with Sign-Diverse PlasticityHugo Ninou, Jonathan Kadmon, N. Alex Cayco-Gajic. [doi]
• TV-Rec: Time-Variant Convolutional Filter for Sequential RecommendationYehjin Shin, Jeongwhan Choi 0002, Seojin Kim, Noseong Park. [doi]
• On Evaluating LLM Alignment by Evaluating LLMs as JudgesYixin Liu 0003, Pengfei Liu 0003, Arman Cohan. [doi]
• When One Moment Isn't Enough: Multi-Moment Retrieval with Cross-Moment InteractionsZhuo Cao, Heming Du, Bingqing Zhang, Xin Yu 0002, Xue Li 0001, Sen Wang 0001. [doi]
• Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base ModelJingcheng Hu, Yinmin Zhang, Qi Han, Daxin Jiang, Xiangyu Zhang 0005, Heung-Yeung Shum. [doi]
• Single-Step Operator Learning for Conditioned Time-Series Diffusion ModelsHui Chen, Vikas Singh. [doi]
• Searching Efficient Semantic Segmentation Architectures via Dynamic Path SelectionYuxi Liu 0019, Min Liu 0008, Shuai Jiang, Yi Tang, Yaonan Wang 0001. [doi]
• Limited Preference Data? Learning Better Reward Model with Latent Space SynthesisLeitian Tao, Xuefeng Du, Sharon Li 0001. [doi]
• Geometry Aware Operator Transformer as an efficient and accurate neural surrogate for PDEs on arbitrary domainsShizheng Wen, Arsh Kumbhat, Levi E. Lingsch, Sepehr Mousavi, Yizhou Zhao, Praveen Chandrashekar, Siddhartha Mishra. [doi]
• RESPIN-S1.0: A read speech corpus of 10000+ hours in dialects of nine Indian LanguagesSaurabh Kumar, Abhayjeet Singh, Deekshitha G, Amartya Veer, Jesuraj Bandekar, Savitha Murthy, Sumit Sharma 0016, Sandhya Badiger, Sathvik Udupa, Amala Nagireddi, Srinivasa Raghavan K. M., Rohan Saxena, Jai Nanavati, Raoul Nanavati, Janani Sridharan, Arjun Singh Mehta, Ashish Seth, Sai Praneeth Reddy Mora, Prashanthi V, Gauri Date, Karthika P, Prasanta Kumar Ghosh. [doi]
• UMAMI: Unifying Masked Autoregressive Models and Deterministic Rendering for View SynthesisThanh Tung Le, Tuan Pham, Tung Nguyen, Deying Kong, Xiaohui Xie, Stephan Mandt. [doi]
• Neural Attention SearchDifan Deng, Marius Lindauer. [doi]
• Offline Actor-Critic for Average Reward MDPsWilliam G. Powell, Jeongyeol Kwon, Qiaomin Xie, Hanbaek Lyu. [doi]
• One Token Embedding Is Enough to Deadlock Your Large Reasoning ModelMohan Zhang, Yihua Zhang, Jinghan Jia, Zhangyang (Atlas) Wang, Sijia Liu 0001, Tianlong Chen 0001. [doi]
• Neural Rule Lists: Learning Discretizations, Rules, and Order in One GoSascha Xu, Nils Philipp Walter, Jilles Vreeken. [doi]
• Think Only When You Need with Large Hybrid-Reasoning ModelsLingjie Jiang, Xun Wu, Shaohan Huang, Qingxiu Dong, Zewen Chi, Li Dong 0004, Xingxing Zhang 0002, Tengchao Lv, Lei Cui 0001, Furu Wei. [doi]
• Near-Exponential Savings for Population Mean Estimation with Active LearningJulian M. Morimoto, Jacob Goldin, Daniel E. Ho. [doi]
• BioOSS: A Bio-Inspired Oscillatory State System with Spatio-Temporal DynamicsZhongju Yuan, Geraint A. Wiggins, Dick Botteldooren. [doi]
• A Unified Framework for Provably Efficient Algorithms to Estimate Shapley ValuesTyler Chen, Akshay Seshadri, Mattia Jacopo Villani, Pradeep Niroula, Shouvanik Chakrabarti, Archan Ray, Pranav Deshpande, Romina Yalovetzky, Marco Pistoia, Niraj Kumar 0005. [doi]
• Segment then Splat: Unified 3D Open-Vocabulary Segmentation via Gaussian SplattingYiren Lu 0002, Yunlai Zhou, Yiran Qiao 0001, Chaoda Song, Tuo Liang, Jing Ma 0002, Huan Wang 0014, Yu Yin 0001. [doi]
• Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent CooperationQihe Huang, Zhengyang Zhou, Yangze Li, Kuo Yang 0002, Binwu Wang, Yang Wang. [doi]
• Causally Reliable Concept Bottleneck ModelsGiovanni de Felice, Arianna Casanova Flores, Francesco De Santis, Silvia Santini, Johannes Schneider, Pietro Barbiero, Alberto Termine. [doi]
• Adaptive Surrogate Gradients for Sequential Reinforcement Learning in Spiking Neural NetworksKorneel Van den Berghe, Stein Stroobants, Vijay Janapa Reddi, Guido de Croon. [doi]
• Rethinking Fine-Tuning when Scaling Test-Time Compute: Limiting Confidence Improves Mathematical ReasoningFeng Chen 0046, Allan Raventós, Nan Cheng, Surya Ganguli, Shaul Druckmann. [doi]
• Ground-Compose-Reinforce: Grounding Language in Agentic Behaviours using Limited DataAndrew C. Li, Toryn Q. Klassen, Andrew Wang, Parand A. Alamdari, Sheila A. McIlraith. [doi]
• Learning Skill-Attributes for Transferable Assessment in VideoKumar Ashutosh, Kristen Grauman. [doi]
• LODGE: Level-of-Detail Large-Scale Gaussian Splatting with Efficient RenderingJonas Kulhanek, Marie-Julie Rakotosaona, Fabian Manhardt, Christina Tsalicoglou, Michael Niemeyer, Torsten Sattler, Songyou Peng, Federico Tombari. [doi]
• Towards A Generalist Code Embedding Model Based On Massive Data SynthesisChaofan Li, Jianlyu Chen, Yingxia Shao, Defu Lian, Zheng Liu 0011. [doi]
• Bridging Symmetry and Robustness: On the Role of Equivariance in Enhancing Adversarial RobustnessLongwei Wang, Ifrat Ikhtear Uddin, Kc Santosh, Chaowei Zhang, Xiao Qin, Yang Zhou. [doi]
• Point4Bit: Post Training 4-bit Quantization for Point Cloud 3D DetectionJianyu Wang, Yu Wang, Shengjie Zhao, Sifan Zhou. [doi]
• Differentiable Cyclic Causal Discovery Under Unmeasured ConfoundersMuralikrishnna G. Sethuraman, Faramarz Fekri. [doi]
• Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic LensSamuele Bortolotti, Emanuele Marconato, Paolo Morettin, Andrea Passerini, Stefano Teso. [doi]
• LoRASuite: Efficient LoRA Adaptation Across Large Language Model UpgradesYanan Li, Fanxu Meng 0003, Muhan Zhang, Shiai Zhu, Shangguang Wang, Mengwei Xu 0001. [doi]
• SeasonBench-EA: A Multi-Source Benchmark for Seasonal Prediction and Numerical Model Post-Processing in East AsiaMengxuan Chen, Guowen Li, Ziheng Zou, Fang Wang, Jinxiao Zhang, Runmin Dong, Juepeng Zheng, Haohuan Fu. [doi]
• InstaInpaint: Instant 3D-Scene Inpainting with Masked Large Reconstruction ModelJunqi You, Chieh Hubert Lin, Weijie Lyu, Zhengbo Zhang, Ming-Hsuan Yang 0001. [doi]
• Adaptive Prediction-Powered AutoEval with Reliability and Efficiency GuaranteesSangwoo Park 0002, Matteo Zecchin, Osvaldo Simeone. [doi]
• Towards Multiscale Graph-based Protein Learning with Geometric Secondary Structural MotifsShih-Hsin Wang, Yuhao Huang, Taos Transue, Justin M. Baker, Jonathan Forstater, Thomas Strohmer, Bao Wang 0001. [doi]
• The Rich and the Simple: On the Implicit Bias of Adam and SGDBhavya Vasudeva, Jung Hoon Lee, Vatsal Sharan, Mahdi Soltanolkotabi. [doi]
• Low Rank Gradients and Where to Find ThemRishi Sonthalia, Michael Murray, Guido F. Montúfar. [doi]
• DiffEye: Diffusion-Based Continuous Eye-Tracking Data Generation Conditioned on Natural ImagesOzgur Kara, Harris Nisar, James M. Rehg. [doi]
• A Geometry-Aware Metric for Mode Collapse in Time Series Generative ModelsYassine Abbahaddou, Amine Mohamed Aboussalah. [doi]
• Inference with correlated priors using sisters cellsSina Tootoonian, Andreas T. Schaefer. [doi]
• Beyond Pairwise Connections: Extracting High-Order Functional Brain Network Structures under Global ConstraintsLing Zhan 0001, Junjie Huang, Xiaoyao Yu, Wenyu Chen 0004, Tao Jia 0001. [doi]
• On the Hardness of Conditional Independence Testing In PracticeZheng He, Roman Pogodin, Yazhe Li, Namrata Deka, Arthur Gretton, Danica J. Sutherland. [doi]
• L2DGCN: Learnable Enhancement and Label Selection Dynamic Graph Convolutional Networks for Mitigating Degree BiasJingxiao Zhang, Shifei Ding, Jian-Jun Zhang, Lili Guo 0001, Xuan Li 0004. [doi]
• A Semantic Parsing Framework for End-to-End Time NormalizationXin Su 0008, Sungduk Yu, Phillip Howard, Steven Bethard. [doi]
• BMW: Bidirectionally Memory bank reWriting for Unsupervised Person Re-IdentificationXiaobin Liu, Jianing Li, Baiwei Guo, Wenbin Zhu, Jing Yuan. [doi]
• 4D3R: Motion-Aware Neural Reconstruction and Rendering of Dynamic Scenes from Monocular VideosMengqi Guo, Bo Xu, Yanyan Li, Gim Hee Lee. [doi]
• A Closer Look to Positive-Unlabeled Learning from Fine-grained Perspectives: An Empirical StudyYuanchao Dai, Zhengzhang Hou, Changchun Li, Yuanbo Xu, En Wang, Ximing Li 0002. [doi]
• Learning Differential Pyramid Representation for Tone MappingQirui Yang, Yinbo Li, Yihao Liu 0001, Peng-Tao Jiang, Fangpu Zhang, Qihua Cheng, Huanjing Yue, Jingyu Yang 0002. [doi]
• 4KAgent: Agentic Any Image to 4K Super-ResolutionYushen Zuo, Qi Zheng 0004, Mingyang Wu, Xinrui Jiang, Renjie Li 0003, Jian Wang 0100, Yide Zhang, Gengchen Mai, Lihong V. Wang, James Y. Zou, Xiaoyu Wang, Ming-Hsuan Yang 0001, Zhengzhong Tu. [doi]
• IPSI: Enhancing Structural Inference with Automatically Learned Structural PriorsZhongben Gong, Xiaoqun Wu, Mingyang Zhou 0001. [doi]
• Nonparametric Quantile Regression with ReLU-Activated Recurrent Neural NetworksHan Yu 0001, Lyumin Wu, Wenxin Zhou, Zhao Ren. [doi]
• In-Context Learning of Stochastic Differential Equations with Foundation Inference ModelsPatrick Seifner, Kostadin Cvejoski, David Berghaus, César Ali Ojeda Marin, Ramsés J. Sánchez. [doi]
• Robust Egocentric Referring Video Object Segmentation via Dual-Modal Causal InterventionHaijing Liu, Zhiyuan Song, Hefeng Wu, Tao Pu 0002, Keze Wang, Liang Lin. [doi]
• Defending Multimodal Backdoored Models by Repulsive Visual Prompt TuningZhifang Zhang, Shuo He 0001, Haobo Wang, Bingquan Shen, Lei Feng 0006. [doi]
• Sharp Gaussian approximations for Decentralized Federated LearningSoham Bonnerjee, Sayar Karmakar, Wei Biao Wu. [doi]
• ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image GenerationYunhong Min, Daehyeon Choi, Kyeongmin Yeo, Jihyun Lee, Minhyuk Sung. [doi]
• Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic dataTianyi Chen, Pengxiao Lin, Zhiwei Wang, Zhi-Qin John Xu. [doi]
• Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information ForagingHongjin Qian, Zheng Liu 0011. [doi]
• Zero-shot World Models via Search in MemoryFederico Malato, Ville Hautamäki. [doi]
• Multivariate Time Series Anomaly Detection with Idempotent ReconstructionXin Sun 0018, Heng Zhou, Chao Li 0062. [doi]
• Quantifying Task-relevant Similarities in Representations Using Decision Variable CorrelationsYu Qian, Wilson S. Geisler, Xue-Xin Wei. [doi]
• ROSE: Remove Objects with Side Effects in VideosChenxuan Miao, Yutong Feng, Jianshu Zeng, Zixiang Gao, Hantang Liu, Yunfeng Yan, Donglian Qi, Xi Chen 0119, Bin Wang, Hengshuang Zhao. [doi]
• Near-Optimal Regret-Queue Length Tradeoff in Online Learning for Two-Sided MarketsZixian Yang, Sushil Mahavir Varma, Lei Ying 0001. [doi]
• Optimal Mistake Bounds for Transductive Online LearningZachary Chase 0001, Steve Hanneke, Shay Moran, Jonathan Shafer. [doi]
• On the Convergence of Stochastic Smoothed Multi-Level Compositional Gradient Descent AscentXinwen Zhang, Hongchang Gao. [doi]
• Non-stationary Equivariant Graph Neural Networks for Physical Dynamics SimulationChaohao Yuan, Maoji Wen, Ercan E. Kuruoglu, Yang Liu, Jia Li 0009, Tingyang Xu, Deli Zhao, Hong Cheng 0001, Yu Rong 0001. [doi]
• Few-Shot Knowledge Distillation of LLMs With Counterfactual ExplanationsFaisal Hamman, Pasan Dissanayake, Yanjun Fu, Sanghamitra Dutta. [doi]
• Architectural and Inferential Inductive Biases for Exchangeable Sequence ModelingDaksh Mittal, Leon Li, Thomson Yen, C. Guetta, Hongseok Namkoong. [doi]
• CoLT: The conditional localization test for assessing the accuracy of neural posterior estimatesTianyu Chen, Vansh Bansal, James G. Scott. [doi]
• Fact-R1: Towards Explainable Video Misinformation Detection with Deep ReasoningFanrui Zhang, Dian Li, Qiang Zhang 0051, Jun Chen, Sinbadliu, Junxiong Lin, Jiahong Yan, Jiawei Liu 0001, Zheng-Jun Zha. [doi]
• Adjacent Words, Divergent Intents: Jailbreaking Large Language Models via Task ConcurrencyYukun Jiang 0001, Mingjie Li 0007, Michael Backes 0001, Yang Zhang 0016. [doi]
• RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Rank Correlation between LabelsZhiqiang Kou, Yucheng Xie, Hailin Wang 0001, Junyang Chen, Jing Wang 0113, Ming-Kun Xie, Shuo Chen 0003, Yuheng Jia, Tongliang Liu, Xin Geng 0001. [doi]
• Influence Functions for Edge Edits in Non-Convex Graph Neural NetworksJaeseung Heo, Kyeongheung Yun, Seokwon Yoon, Moonjeong Park, Jungseul Ok, Dongwoo Kim 0002. [doi]
• DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation spaceJunchao Gong, Jingyi Xu, Ben Fei, Fenghua Ling, Wenlong Zhang, Kun Chen 0004, Wanghan Xu, Weidong Yang 0001, Xiaokang Yang 0001, Lei Bai 0001. [doi]
• X-Field: A Physically Informed Representation for 3D X-ray ReconstructionFeiran Wang, Jiachen Tao, Junyi Wu 0002, Haoxuan Wang 0002, Bin Duan, Kai Wang 0036, Zongxin Yang, Yan Yan 0002. [doi]
• WearVQA: A Visual Question Answering Benchmark for Wearables in Egocentric Authentic Real-world scenariosEun Chang, Zhuangqun Huang, Yiwei Liao, Sagar Ravi Bhavsar, Amogh Param, Tammy Stark, Adel Ahmadyan, Xiao Yang, Jiaqi Wang, Ahsan Abdullah, Giang Nguyen, Akil Iyer, David Hall, Elissa Li, Nicolas Scheffer, Ahmed Kirmani, Babak Damavandi, Rakesh Wanga, Anuj Kumar, Rohit Patel, Seungwhan Moon, Xin Luna Dong. [doi]
• Removing Concepts from Text-to-Image Models with Only Negative SamplesHanwen Liu, Yadong Mu. [doi]
• Modality-Aware SAM: Sharpness-Aware-Minimization Driven Gradient Modulation for Harmonized Multimodal LearningHossein Rajoli Nowdeh, Jie Ji, Xiaolong Ma, Fatemeh Afghah. [doi]
• Martian World Model: Controllable Video Synthesis with Physically Accurate 3D ReconstructionsLongfei Li, Zhiwen Fan, Wenyan Cong, Xinhang Liu, Yuyang Yin, Matthew Foutter, Panwang Pan, Chenyu You, Yue Wang 0041, Zhangyang (Atlas) Wang, Yao Zhao 0001, Marco Pavone 0001, Yunchao Wei. [doi]
• Beyond Least Squares: Uniform Approximation and the Hidden Cost of MisspecificationDavide Maran, Csaba Szepesvári. [doi]
• Tight Asymptotics of Extreme Order StatisticsJosé Correa 0001, Frederik Mallmann-Trenn, Matías Romero. [doi]
• STEP: A Unified Spiking Transformer Evaluation Platform for Fair and Reproducible BenchmarkingSicheng Shen, Dongcheng Zhao, Linghao Feng, Zeyang Yue, Jindong Li 0001, Tenglong Li, Guobin Shen, Yi Zeng 0001. [doi]
• Understanding LLM Behaviors via Compression: Data Generation, Knowledge Acquisition and Scaling LawsZhixuan Pan, Shaowen Wang 0002, Pengfei Liao, Jian Li. [doi]
• metaTextGrad: Automatically optimizing language model optimizersGuowei Xu 0001, Mert Yüksekgönül, Carlos Guestrin, James Y. Zou. [doi]
• FairDD: Fair Dataset DistillationQihang Zhou, Shenhao Fang, Shibo He, Wenchao Meng, Jiming Chen 0001. [doi]
• Image as a World: Generating Interactive World from Single Image via Panoramic Video GenerationDongnan Gui, Xun Guo 0002, Wengang Zhou 0001, Yan Lu 0001. [doi]
• DINO-Foresight: Looking into the Future with DINOEfstathios Karypidis, Ioannis Kakogeorgiou, Spyridon Gidaris, Nikos Komodakis. [doi]
• Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER GatesHang Chen 0002, Jiaying Zhu, Xinyu Yang 0001, Wenya Wang. [doi]
• THUNDER: Tile-level Histopathology image UNDERstanding benchmarkPierre Marza, Leo Fillioux, Sofiène Boutaj, Kunal Mahatha, Christian Desrosiers, Pablo Piantanida, Jose Dolz, Stergios Christodoulidis, Maria Vakalopoulou. [doi]
• Exploiting Task Relationships in Continual Learning via Transferability-Aware Task EmbeddingsYanru Wu, Jianning Wang, Xiangyu Chen, Aurora, Yang Tan, Hanbing Liu, Yang Li. [doi]
• Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image RestorationYuyang Hu, Kangfu Mei, Mojtaba Sahraee-Ardakan, Ulugbek Kamilov, Peyman Milanfar, Mauricio Delbracio. [doi]
• MetaGS: A Meta-Learned Gaussian-Phong Model for Out-of-Distribution 3D Scene RelightingYumeng He, Yunbo Wang. [doi]
• Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse AttentionShuang Wu, Youtian Lin, Feihu Zhang, Yifei Zeng, Yikang Yang, Yajie Bao, Jiachen Qian, Siyu Zhu 0001, Xun Cao, Philip H. S. Torr, Yao Yao 0008. [doi]
• Preference-based Reinforcement Learning beyond Pairwise Comparisons: Benefits of Multiple OptionsJoongkyu Lee, Seouh-won Yi, Min-hwan Oh. [doi]
• From Contextual Combinatorial Semi-Bandits to Bandit List Classification: Improved Sample Complexity with Sparse RewardsLiad Erez, Tomer Koren. [doi]
• Faithful Group Shapley ValueKiljae Lee, Ziqi Liu, Weijing Tang, Yuan Zhang. [doi]
• Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive FlowsRuixiang Zhang, Shuangfei Zhai, Jiatao Gu, Yizhe Zhang 0002, Huangjie Zheng, Tianrong Chen, Miguel Ángel Bautista 0001, Joshua M. Susskind, Navdeep Jaitly. [doi]
• A Finite Sample Analysis of Distributional TD Learning with Linear Function ApproximationYang Peng, Kaicheng Jin, Liangyu Zhang, Zhihua Zhang. [doi]
• Fine-Tuning Discrete Diffusion Models with Policy Gradient MethodsOussama Zekri, Nicolas Boullé. [doi]
• Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RLJiarui Yao, Yifan Hao 0002, Hanning Zhang, Hanze Dong, Wei Xiong 0015, Nan Jiang 0008, Tong Zhang 0001. [doi]
• Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference OptimizationConnor Dunlop, Matthew Zheng, Kavana Venkatesh, Pinar Yanardag. [doi]
• On Learning Verifiers and Implications to Chain-of-Thought ReasoningMaria-Florina Balcan, Avrim Blum, Zhiyuan Li, Dravyansh Sharma. [doi]
• Differential Privacy on Fully Dynamic StreamsYuan Qiu 0002, Ke Yi 0001. [doi]
• MotionRAG: Motion Retrieval-Augmented Image-to-Video GenerationChenhui Zhu, Yilu Wu, Shuai Wang, Gangshan Wu, Limin Wang 0002. [doi]
• Learning Linear Attention in Polynomial TimeMorris Yau, Ekin Akyürek, Jiayuan Mao, Josh Tenenbaum 0001, Stefanie Jegelka, Jacob Andreas. [doi]
• Effective Neural Approximations for Geometric Optimization ProblemsSamantha Chen 0001, Oren Ciolli, Anastasios Sidiropoulos, Yusu Wang. [doi]
• Dynamic Regret Reduces to Kernelized Static RegretAndrew Jacobsen, Alessandro Rudi, Francesco Orabona, Nicolò Cesa-Bianchi. [doi]
• EasySpec: Layer-Parallel Speculative Decoding for Efficient Multi-GPU UtilizationYize Wu, Ke Gao 0012, Ling Li 0001, Yanjun Wu. [doi]
• Marginal-Nonuniform PAC LearnabilitySteve Hanneke, Shay Moran, Maximilian Thiessen. [doi]
• Stochastic Principal-Agent Problems: Computing and Learning Optimal History-Dependent PoliciesJiarui Gan, Rupak Majumdar, Debmalya Mandal, Goran Radanovic. [doi]
• Bounds on the computational complexity of neurons due to dendritic morphologyAnamika Agrawal, Michael A. Buice. [doi]
• VLA-Cache: Efficient Vision-Language-Action Manipulation via Adaptive Token CachingSiyu Xu, Yunke Wang, Chenghao Xia, Dihao Zhu, Tao Huang 0020, Chang Xu 0002. [doi]
• MUniverse: A Simulation and Benchmarking Suite for Motor Unit DecompositionPranav Mamidanna, Thomas Klotz, Dimitrios Chalatsis, Agnese Grison, Irene Mendez Guerra, Shihan Ma, Arnault H. Caillet, Simon Avrillon, Robin Rohlén, Dario Farina. [doi]
• 1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching CapabilitiesKevin Wang, Ishaan Javali, Michal Bortkiewicz, Tomasz Trzcinski, Benjamin Eysenbach. [doi]
• The Indra Representation Hypothesis for Multimodal AlignmentJianglin Lu, Hailing Wang, Kuo Yang, Yitian Zhang, Simon Jenni, Yun Fu 0001. [doi]
• Stepsize anything: A unified learning rate schedule for budgeted-iteration trainingAnda Tang, Yiming Dong, Yutao Zeng, Xun Zhou, Zhouchen Lin. [doi]
• Accelerating RL for LLM Reasoning with Optimal Advantage RegressionKianté Brantley, Mingyu Chen, Zhaolin Gao, Jason D. Lee, Wen Sun 0002, Wenhao Zhan, Xuezhou Zhang. [doi]
• Minimum Width for Deep, Narrow MLP: A Diffeomorphism ApproachGeonho Hwang. [doi]
• TAI3: Testing Agent Integrity in Interpreting User IntentShiwei Feng 0002, Xiangzhe Xu, Xuan Chen 0003, Kaiyuan Zhang 0002, Syed Yusuf Ahmed, Zian Su, Mingwei Zheng, Xiangyu Zhang 0001. [doi]
• A machine learning approach that beats Rubik's cubesAlexander Chervov, Kirill Khoruzhii, Nikita Bukhal, Jalal Naghiyev, Vladislav Zamkovoy, Ivan Koltsov, Lyudmila Cheldieva, Arsenii Sychev, Arsenii Lenin, Mark Obozov, Egor Urvanov, Alexey Romanov. [doi]
• KL Penalty Control via Perturbation for Direct Preference OptimizationSangkyu Lee, Janghoon Han, Hosung Song, Stanley Jungkyu Choi, Honglak Lee, Youngjae Yu. [doi]
• DON'T NEED RETRAINING: A Mixture of DETR and Vision Foundation Models for Cross-Domain Few-Shot Object DetectionChanghan Liu, Xunzhi Xiang, Zixuan Duan, Wenbin Li, Qi Fan, Yang Gao. [doi]
• Single-pass Adaptive Image Tokenization for Minimum Program SearchShivam Duggal, SangHyun Byun, Bill Freeman, Antonio Torralba 0001, Phillip Isola. [doi]
• Zeroth-Order Optimization Finds Flat MinimaLiang Zhang, Bingcong Li, Kiran Koshy Thekumparampil, Sewoong Oh, Michael Muehlebach, Niao He. [doi]
• Principled Fine-tuning of LLMs from User-Edits: A Medley of Preference, Supervision, and RewardDipendra Misra, Aldo Pacchiano, Ta-Chung Chi, Ge Gao. [doi]
• Video-RAG: Visually-aligned Retrieval-Augmented Long Video ComprehensionYongdong Luo, Xiawu Zheng, Guilin Li, Shukang Yin, Haojia Lin, Chaoyou Fu, Jinfa Huang, Jiayi Ji, Fei Chao 0001, Jiebo Luo 0001, Rongrong Ji. [doi]
• From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3DJiahui Zhang, Yurui Chen, Yueming Xu, Ze Huang, Jilin Mei, Chunhui Chen, Yanpeng Zhou, Yu-Jie Yuan, Xinyue Cai, Guowei Huang, Xingyue Quan, Hang Xu 0004, Li Zhang 0040. [doi]
• Tight analyses of first-order methods with error feedbackDaniel Berg Thomsen, Adrien B. Taylor, Aymeric Dieuleveut. [doi]
• Self-Refining Language Model Anonymizers via Adversarial DistillationKyuyoung Kim, Hyunjun Jeon, Jinwoo Shin. [doi]
• Toward Real-world Text Image Forgery Localization: Structured and Interpretable Data SynthesisZeqin Yu, Haotao Xie, Jian-Jun Zhang, Jiangqun Ni, Wenkang Su 0001, Jiwu Huang. [doi]
• SUMO: Subspace-Aware Moment-Orthogonalization for Accelerating Memory-Efficient LLM TrainingYehonathan Refael, Guy Smorodinsky, Tom Tirer, Ofir Lindenbaum. [doi]
• Non-exchangeable Conformal Prediction with Optimal Transport: Tackling Distribution Shift with Unlabeled DataAlvaro H. C. Correia, Christos Louizos. [doi]
• RF-Agent: Automated Reward Function Design via Language Agent Tree SearchNing Gao 0004, Xiuhui Zhang, Xingyu Jiang, Mukang You, Mohan Zhang, Yue Deng 0001. [doi]
• Track3R: Joint Point Map and Trajectory Prior for Spatiotemporal 3D UnderstandingSeong Hyeon Park, Jinwoo Shin. [doi]
• Sample-Efficient Tabular Self-Play for Offline Robust Reinforcement LearningNa Li, Zewu Zheng, Wei Ni, Hangguan Shan, Wenjie Zhang, Xinyu Li 0001. [doi]
• A Cramér-von Mises Approach to Incentivizing Truthful Data SharingAlex Clinton, Thomas Zeng 0003, Yiding Chen, Xiaojin Zhu 0001, Kirthevasan Kandasamy. [doi]
• Performative Risk Control: Calibrating Models for Reliable Deployment under PerformativityVictor Li, Baiting Chen, Yuzhen Mao, Qi Lei, Zhun Deng. [doi]
• Towards Interpretable and Efficient Attention: Compressing All by Contracting a FewQishuai Wen, Zhiyuan Huang, Chun-Guang Li. [doi]
• Anchor-based Maximum Discrepancy for Relative Similarity TestingZhijian Zhou, Liuhua Peng, Xunye Tian, Feng Liu 0003. [doi]
• DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical ImagingFelix Wagner 0001, Pramit Saha, Harry Anthony, J. Alison Noble, Konstantinos Kamnitsas. [doi]
• Ridge Boosting is Both Robust and EfficientDavid Bruns-Smith, Zhongming Xie, Avi Feller. [doi]
• Finding separatrices of dynamical flows with Deep Koopman EigenfunctionsKabir V. Dabholkar, Omri Barak. [doi]
• Coupling Generative Modeling and an Autoencoder with the Causal BridgeRuolin Meng, Ming-Yu Chung, Dhanajit Brahma, Ricardo Henao, Lawrence Carin. [doi]
• New Perspectives on the Polyak Stepsize: Surrogate Functions and Negative ResultsFrancesco Orabona, Ryan D'Orazio. [doi]
• Centralized Reward Agent for Knowledge Sharing and Transfer in Multi-Task Reinforcement LearningHaozhe Ma, Zhengding Luo, Thanh Vinh Vo, Kuankuan Sima, Tze-Yun Leong. [doi]
• KTAE: A Model-Free Algorithm to Key-Tokens Advantage Estimation in Mathematical ReasoningWei Sun, Wen Yang, Pu Jian, Qianlong Du, Fuwei Cui, Shuo Ren 0002, Jiajun Zhang 0001. [doi]
• Optimal and Provable Calibration in High-Dimensional Binary Classification: Angular Calibration and Platt ScalingYufan Li, Pragya Sur. [doi]
• Improving Regret Approximation for Unsupervised Dynamic Environment GenerationHarry Mead, Bruno Lacerda, Jakob N. Foerster, Nick Hawes. [doi]
• Individually Fair Diversity MaximizationRuien Li, Yanhao Wang 0001. [doi]
• GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap DataLubin Bai, Xiuyuan Zhang, Siqi Zhang, Zepeng Zhang, Haoyu Wang, Wei Qin, Shihong Du. [doi]
• Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout DecodingYixiong Fang, Ziran Yang, Zhaorun Chen, Zhuokai Zhao, Jiawei Zhou. [doi]
• Quantifying Statistical Significance of Deep Nearest Neighbor Anomaly Detection via Selective InferenceMizuki Niihori, Shuichi Nishino, Teruyuki Katsuoka, Tomohiro Shiraishi, Kouichi Taji, Ichiro Takeuchi. [doi]
• L2RSI: Cross-view LiDAR-based Place Recognition for Large-scale Urban Scenes via Remote Sensing ImageryZiwei Shi, Xiaoran Zhang, Wenjing Xu, Yan Xia 0003, Yu Zang, Siqi Shen, Cheng Wang 0003. [doi]
• Multi-head Temporal Latent AttentionKeqi Deng, Philip C. Woodland. [doi]
• RIGNO: A Graph-based Framework For Robust And Accurate Operator Learning For PDEs On Arbitrary DomainsSepehr Mousavi, Shizheng Wen, Levi E. Lingsch, Maximilian Herde, Bogdan Raonic, Siddhartha Mishra. [doi]
• BoltzNCE: Learning likelihoods for Boltzmann Generation with Stochastic Interpolants and Noise Contrastive EstimationRishal Aggarwal, Jacky Chen, Nicholas M. Boffi, David Koes. [doi]
• Test-Time Spectrum-Aware Latent Steering for Zero-Shot Generalization in Vision-Language ModelsKonstantinos M. Dafnis, Dimitris N. Metaxas. [doi]
• Data Efficient Adaptation in Large Language Models via Continuous Low-Rank Fine-TuningXiao Han 0004, Zimo Zhao, Wanyu Wang, Maolin Wang 0001, Zitao Liu 0001, Yi Chang 0001, Xiangyu Zhao 0001. [doi]
• Unified Scaling Laws for Compressed RepresentationsAndrei Panferov, Alexandra Volkova, Ionut-Vlad Modoranu, Vage Egiazarian, Mher Safaryan, Dan Alistarh. [doi]
• Geometry-Aware Edge Pooling for Graph Neural NetworksKatharina Limbeck, Lydia Mezrag, Guy Wolf, Bastian Rieck. [doi]
• VideoGameQA-Bench: Evaluating Vision-Language Models for Video Game Quality AssuranceMohammad Reza Taesiri, Abhijay Ghildyal, Saman Zadtootaghaj, Nabajeet Barman, Cor-Paul Bezemer. [doi]
• Joint Design of Protein Surface and Backbone Using a Diffusion Bridge ModelGuanlue Li, Xufeng Zhao, Fang Wu, Sören Laue. [doi]
• Improved Approximation Algorithms for Chromatic and Pseudometric-Weighted Correlation ClusteringChenglin Fan, Dahoon Lee, Euiwoong Lee. [doi]
• AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack IntegrationAndy Zhou, Kevin Wu, Francesco Pinto, Zhaorun Chen, Yi Zeng 0005, Yu Yang 0007, Shuang Yang, Sanmi Koyejo, James Y. Zou, Bo Li 0026. [doi]
• Non-Uniform Multiclass Learning with Bandit FeedbackSteve Hanneke, Amirreza Shaeiri, Hongao Wang. [doi]
• MMOT: The First Challenging Benchmark for Drone-based Multispectral Multi-Object TrackingTianhao Li, Tingfa Xu, Ying Wang 0064, Haolin Qin, Xu Lin, Jianan Li 0001. [doi]
• ReSim: Reliable World Simulation for Autonomous DrivingJiazhi Yang, Kashyap Chitta, Shenyuan Gao, Long Chen 0005, Yuqian Shao, Xiaosong Jia, Hongyang Li 0001, Andreas Geiger 0001, Xiangyu Yue 0001, Li Chen 0008. [doi]
• QiMeng-SALV: Signal-Aware Learning for Verilog Code GenerationYang Zhang, Rui Zhang 0040, Jiaming Guo, Lei Huang, Di Huang, Yunpu Zhao, Shuyao Cheng, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu 0001, Qi Guo 0001, Yunji Chen. [doi]
• Uncoupled and Convergent Learning in Monotone Games under Bandit FeedbackJing Dong 0008, Baoxiang Wang 0001, Yaoliang Yu. [doi]
• A Simple Linear Patch Revives Layer-Pruned Large Language ModelsXinrui Chen 0001, Haoli Bai, Tao Yuan, Ruikang Liu, Kang Zhao, Xianzhi Yu, Lu Hou 0002, Tian Guan, Yonghong He, Chun Yuan 0003. [doi]
• ToxicTextCLIP: Text-Based Poisoning and Backdoor Attacks on CLIP Pre-trainingXin Yao 0002, Haiyang Zhao, Yimin Chen 0004, Jiawei Guo, Kecheng Huang, Ming Zhao 0007. [doi]
• Positional Fragility in LLMs: How Offset Effects Reshape Our Understanding of Memorization RisksYixuan Even Xu, Antoine Bosselut, Imanol Schlag. [doi]
• SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG DecodingYangxuan Zhou, Sha Zhao, Jiquan Wang, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan 0001. [doi]
• VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single ImageSicheng Xu, Guojun Chen, Jiaolong Yang, Yizhong Zhang, Yu Deng 0006, Stephen Lin 0001, Baining Guo. [doi]
• RAPTR: Radar-based 3D Pose Estimation using TransformerSorachi Kato, Ryoma Yataka, Pu Perry Wang, Pedro Miraldo, Takuya Fujihashi, Petros Boufounos. [doi]
• Less Is More, but Where? Dynamic Token Compression via LLM-Guided Keyframe PriorYulin Li 0003, Haokun Gui, Ziyang Fan, Junjie Wang, Bin Kang, Bin Chen 0022, Zhuotao Tian. [doi]
• Pose Splatter: A 3D Gaussian Splatting Model for Quantifying Animal Pose and AppearanceJack Goffinet, Youngjo Min, Carlo Tomasi, David E. Carlson. [doi]
• Learning Counterfactual Outcomes Under Rank PreservationPeng Wu 0012, Haoxuan Li 0001, Chunyuan Zheng 0001, Yan Zeng 0002, Jiawei Chen 0007, Yang Liu, Ruocheng Guo, Kun Zhang 0001. [doi]
• A2Seek: Towards Reasoning-Centric Benchmark for Aerial Anomaly UnderstandingMengjingcheng Mo, Xinyang Tong, Mingpi Tan, Jiaxu Leng, Jiankang Zheng, Yiran Liu, Haosheng Chen 0001, Ji Gan, Weisheng Li 0001, Xinbo Gao 0001. [doi]
• Differentiable Sparsity via $D$-Gating: Simple and Versatile Structured PenalizationChris Kolb, Laetitia Frost, Bernd Bischl, David Rügamer. [doi]
• Complete Structure Guided Point Cloud Completion via Cluster- and Instance-Level Contrastive LearningYang Chen, Yirun Zhou, Weizhong Zhang, Cheng Jin. [doi]
• DISC: Dynamic Decomposition Improves LLM Inference ScalingJonathan Light, Wei Cheng 0002, Benjamin Rivière, Yue Wu, Masafumi Oyamada, Mengdi Wang 0001, Yisong Yue, Santiago Paternain, Haifeng Chen. [doi]
• Fortifying Time Series: DTW-Certified Robust Anomaly DetectionShijie Liu 0004, Tansu Alpcan, Christopher Leckie, Sarah M. Erfani. [doi]
• Understanding and Mitigating Numerical Sources of Nondeterminism in LLM InferenceJiayi Yuan 0001, Hao Li, Xinheng Ding, Wenya Xie, Yu-Jhe Li, Wentian Zhao, Kun Wan, Jing Shi, Xia Hu 0001, Zirui Liu 0001. [doi]
• Conformal Prediction in The Loop: A Feedback-Based Uncertainty Model for Trajectory OptimizationHan Wang 0029, Chao Ning 0002. [doi]
• AneuG-Flow: A Large-Scale Synthetic Dataset of Diverse Intracranial Aneurysm Geometries and HemodynamicsWenhao Ding, Yiying Sheng, Simão Castro, Hwa Liang Leo, Choon Hwai Yap. [doi]
• A Theory for Worst-Case vs. Average-Case Guarantees for LLMsNoga Amit, Shafi Goldwasser, Orr Paradise, Guy N. Rothblum. [doi]
• Reward Reasoning ModelsJiaxin Guo, Zewen Chi, Li Dong 0004, Qingxiu Dong, Xun Wu, Shaohan Huang, Furu Wei. [doi]
• Prohibiting Generative AI in any Form of Weapon ControlMary L. Cummings. [doi]
• Optimal Single-Policy Sample Complexity and Transient Coverage for Average-Reward Offline RLMatthew Zurek, Guy Zamir, Yudong Chen. [doi]
• DATE-LM: Benchmarking Data Attribution Evaluation for Large Language ModelsCathy Jiao, Yijun Pan, Emily Xiao, Daisy Sheng, Niket Jain, Hanzhang Zhao, Ishita Dasgupta 0003, Jiaqi Ma 0001, Chenyan Xiong. [doi]
• How Does Label Noise Gradient Descent Improve Generalization in the Low SNR Regime?Wei Huang 0034, Andi Han, Yujin Song, Yilan Chen 0002, Denny Wu, Difan Zou, Taiji Suzuki. [doi]
• DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion ModelsZiyi Wu 0002, Anil Kag, Ivan Skorokhodov, Willi Menapace, Ashkan Mirzaei, Igor Gilitschenski, Sergey Tulyakov, Aliaksandr Siarohin. [doi]
• Locally Optimal Private Sampling: Beyond the Global MinimaxHrad Ghoukasian, Bonwoo Lee, Shahab Asoodeh. [doi]
• Diversity Is All You Need for Contrastive Learning: Spectral Bounds on Gradient MagnitudesPeter Ochieng. [doi]
• Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMsZhiyi Lyu, Jianguo Huang, Yanchen Deng, Steven Hoi, Bo An 0001. [doi]
• Retrv-R1: A Reasoning-Driven MLLM Framework for Universal and Efficient Multimodal RetrievalLanyun Zhu, Deyi Ji, Tianrun Chen, Haiyang Wu, Shiqi Wang 0001. [doi]
• VPO: Reasoning Preferences Optimization Based on V-Usable InformationZecheng Wang, Chunshan Li, Yupeng Zhang, Han Liu, Bingning Wang, Dianhui Chu, Dianbo Sui. [doi]
• Hierarchical Optimization via LLM-Guided Objective Evolution for Mobility-on-Demand SystemsYi Zhang 0047, Yushen Long, Yun Ni, Liping Huang, Xiaohong Wang, Jun Liu. [doi]
• Deep Edge Filter: Return of the Human-Crafted Layer in Deep LearningDongkwan Lee, Junhoo Lee, Nojun Kwak. [doi]
• Explainably Safe Reinforcement LearningSabine Rieder, Stefan Pranger, Debraj Chakraborty 0002, Jan Kretínský, Bettina Könighofer. [doi]
• Dynamic Bundling with Large Language Models for Zero-Shot Inference on Text-Attributed GraphsYusheng Zhao, Qixin Zhang, Xiao Luo 0001, Weizhi Zhang 0001, Zhiping Xiao 0001, Wei Ju 0001, Philip S. Yu, Ming Zhang 0004. [doi]
• Mask Image WatermarkingRunyi Hu, Jie Zhang 0073, Shiqian Zhao, Nils Lukas, Jiwei Li, Qing Guo 0005, Han Qiu 0001, Tianwei Zhang 0004. [doi]
• OmniZoom: A Universal Plug-and-Play Paradigm for Cross-Device Smooth Zoom InterpolationXiaoan Zhu, Yue Zhao, Tianyang Hu, Jiaming Guo, Yulan Zeng, Renjing Pei, Fenglong Song, Huajun Feng. [doi]
• EMLoC: Emulator-based Memory-efficient Fine-tuning with LoRA CorrectionHsi-Che Lin, Yu-Chu Yu, Kai-Po Chang, Yu-Chiang Frank Wang. [doi]
• Dynamic Shadow Unveils Invisible Semantics for Video OutpaintingRuilin Li, Hang Yu 0006, Jiayan Qiu. [doi]
• PoLAR: Polar-Decomposed Low-Rank Adapter RepresentationKai Lion, Liang Zhang, Bingcong Li, Niao He. [doi]
• In-context Learning of Linear Dynamical Systems with Transformers: Approximation Bounds and Depth-separationFrank Cole, Yuxuan Zhao, Yulong Lu, Tianhao Zhang. [doi]
• MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language ModelsChaoyou Fu, Peixian Chen, Yunhang Shen, Yulei Qin, Mengdan Zhang, Xu Lin, Jinrui Yang, Xiawu Zheng, Ke Li 0015, Xing Sun 0001, Yunsheng Wu, Rongrong Ji, Caifeng Shan, Ran He 0001. [doi]
• Joint Hierarchical Representation Learning of Samples and Features via Informed Tree-Wasserstein DistanceYa-Wei Eileen Lin, Ronald R. Coifman, Gal Mishne, Ronen Talmon. [doi]
• DAAC: Discrepancy-Aware Adaptive Contrastive Learning for Medical Time seriesYifan Wang, Hongfeng Ai, Ruiqi Li, Maowei Jiang, Quangao Liu, Jiahua Dong 0001, Ruiyuan Kang, Alan Liang, Zihang Wang, Ruikai Liu, Cheng Jiang, Chenzhong Li. [doi]
• Neptune-X: Active X-to-Maritime Generation for Universal Maritime Object DetectionYu Guo 0008, Shengfeng He, Yuxu Lu, Haonan An 0001, Yihang Tao, Huilin Zhu, Jingxian Liu, Yuguang Fang. [doi]
• Sharp Matrix Empirical Bernstein InequalitiesHongjian Wang, Aaditya Ramdas. [doi]
• Event-Guided Consistent Video Enhancement with Modality-Adaptive Diffusion PipelineKanghao Chen, Zixin Zhang, Guoqiang Liang 0003, Lutao Jiang, Zeyu Wang 0003, Yingcong Chen. [doi]
• DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image RestorationHebaixu Wang, Jing Zhang 0037, Haonan Guo, Di Wang 0023, Jiayi Ma 0001, Bo Du 0001. [doi]
• VA-GS: Enhancing the Geometric Representation of Gaussian Splatting via View AlignmentQing Li 0032, Huifang Feng 0002, Xun Gong, Yu-Shen Liu. [doi]
• Learning with Calibration: Exploring Test-Time Computing of Spatio-Temporal ForecastingWei Chen, Yuxuan Liang. [doi]
• Learning to Solve Complex Problems via Dataset DecompositionWanru Zhao, Lucas Page-Caccia, Zhengyan Shi, Minseon Kim, Weijia Xu, Alessandro Sordoni. [doi]
• Active Measurement: Efficient Estimation at ScaleMax Hamilton, Jinlin Lai, Wenlong Zhao, Subhransu Maji, Daniel R. Sheldon. [doi]
• Plasticity as the Mirror of EmpowermentDavid Abel, Michael Bowling, André Barreto 0001, Will Dabney, Shi Dong, Steven Hansen 0001, Anna Harutyunyan, Khimya Khetarpal, Clare Lyle, Razvan Pascanu, Georgios Piliouras, Doina Precup, Jonathan Richens, Mark Rowland 0001, Tom Schaul, Satinder P. Singh. [doi]
• CoIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity OptimizationYichen Yan, Ming Zhong, Qi Zhu, Xiaoling Gu, Jinpeng Chen 0001, Huan Li 0003. [doi]
• Bridging Equivariant GNNs and Spherical CNNs for Structured Physical DomainsColin Kohler, Purvik Patel, Nathan Vaska, Justin Goodwin, Matthew Jones, Robert Platt 0001, Rajmonda Caceres, Robin Walters 0001. [doi]
• FIPER: Factorized Features for Robust Image Super-Resolution and CompressionYang-Che Sun, Cheng Yu Yeo, Ernie Chu, Jun-Cheng Chen, Yu-Lun Liu 0001. [doi]
• Right for the Right Reasons: Avoiding Reasoning Shortcuts via Prototypical Neurosymbolic AILuca Andolfi, Eleonora Giunchiglia. [doi]
• Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly RetrainingWeiyi Wang, Junwei Deng, Yuzheng Hu, Shiyuan Zhang, Xirui Jiang 0001, Runting Zhang, Han Zhao 0002, Jiaqi Ma 0001. [doi]
• Let Me Think! A Long Chain of Thought Can Be Worth Exponentially Many Short OnesParsa Mirtaheri, Ezra Edelman, Samy Jelassi, Eran Malach, Enric Boix-Adserà. [doi]
• TabSTAR: A Tabular Foundation Model for Tabular Data with Text FieldsAlan Arazi, Eilam Shapira, Roi Reichart. [doi]
• SD-KDE: Score-Debiased Kernel Density EstimationElliot L. Epstein, Rajat Vadiraj Dwaraknath, Thanawat Sornwanee, John Winnicki, Jerry W. Liu. [doi]
• Beyond Greedy Exits: Improved Early Exit Decisions for Risk Control and ReliabilityDivya Jyoti Bajpai, Manjesh Kumar Hanawal. [doi]
• Certifying Deep Network Risks and Individual Predictions with PAC-Bayes Loss via Localized PriorsWen Dong. [doi]
• STSBench: A Spatio-temporal Scenario Benchmark for Multi-modal Large Language Models in Autonomous DrivingChristian Fruhwirth-Reisinger, Dusan Malic, Wei Lin 0019, David Schinagl, Samuel Schulter, Horst Possegger. [doi]
• Towards Irreversible Attack: Fooling Scene Text Recognition via Multi-Population Coevolution SearchJingyu Li, Pengwen Dai, Mingqing Zhu, Chengwei Wang, Haolong Liu, Xiaochun Cao. [doi]
• ContextAgent: Context-Aware Proactive LLM Agents with Open-world Sensory PerceptionsBufang Yang, Lilin Xu, Liekang Zeng, Kaiwei Liu 0001, Siyang Jiang, Wenrui Lu, Hongkai Chen 0001, Xiaofan Jiang 0001, Guoliang Xing, Zhenyu Yan 0002. [doi]
• UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and GenerationRui Tian, Mingfei Gao, Mingze Xu, Jiaming Hu, Jiasen Lu, Zuxuan Wu, Yinfei Yang, Afshin Dehghan. [doi]
• Manipulating Feature Visualizations with Gradient SlingshotsDilyara Bareeva, Marina M.-C. Höhne, Alexander Warnecke, Lukas Pirch, Klaus-Robert Müller, Konrad Rieck, Sebastian Lapuschkin, Kirill Bykov. [doi]
• Towards the Resistance of Neural Network Fingerprinting to Fine-tuningLing Tang 0002, Yuefeng Chen, Hui Xue', Quanshi Zhang. [doi]
• Language Models can Self-Improve at State-Value Estimation for Better SearchEthan Mendes, Alan Ritter. [doi]
• Segment Anything Model Meets Semi-supervised Medical Image Segmentation: A Novel PerspectiveHaifeng Zhao 0001, Haiyang Li, Lei-Lei Ma 0002, Dengdi Sun. [doi]
• Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early DecodingYiming Wang 0011, Pei Zhang 0011, Siyuan Huang, Baosong Yang, Zhuosheng Zhang 0001, Fei Huang 0002, Rui Wang 0015. [doi]
• Brain-like Variational InferenceHadi Vafaii, Dekel Galor, Jacob L. Yates. [doi]
• Strategic Hypothesis TestingYatong Chen, Safwan Hossain, Yiling Chen. [doi]
• A Clean Slate for Offline Reinforcement LearningMatthew Thomas Jackson, Uljad Berdica, Jarek Liesen, Shimon Whiteson, Jakob N. Foerster. [doi]
• Multi-Agent Collaboration via Evolving OrchestrationYufan Dang, Chen Qian, Xueheng Luo, Jingru Fan, Zihao Xie, Ruijie Shi, Weize Chen, Cheng Yang 0002, Xiaoyin Che, Ye Tian, Xuantang Xiong, Lei Han, Zhiyuan Liu 0001, Maosong Sun 0001. [doi]
• Group-Level Data Selection for Efficient PretrainingZichun Yu, Fei Peng, Jie Lei, Arnold Overwijk, Scott Yih, Chenyan Xiong. [doi]
• Enhancing Personalized Multi-Turn Dialogue with Curiosity RewardYanming Wan, Jiaxing Wu, Marwa Abdulhai, Lior Shani, Natasha Jaques. [doi]
• Cost-Sensitive Freeze-thaw Bayesian Optimization for Efficient Hyperparameter TuningDong-Bok Lee, Aoxuan Silvia Zhang, Byungjoo Kim, Junhyeon Park, Steven Adriaensen, Juho Lee 0001, Sung Ju Hwang, Hae Beom Lee. [doi]
• SplashNet: Split‑and‑Share Encoders for Accurate and Efficient Typing with Surface ElectromyographyNima Hadidi, Jason Chan, Ebrahim Feghhi, Jonathan C. Kao. [doi]
• ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation DetectionZhihao Sun, Haoran Jiang, Haoran Chen 0003, Yixin Cao 0002, Xipeng Qiu, Zuxuan Wu, Yu-Gang Jiang 0001. [doi]
• Common Task Framework For a Critical Evaluation of Scientific Machine Learning AlgorithmsPhilippe Martin Wyder, Judah Goldfeder, Alexey Yermakov, Yue Zhao, Stefano Riva, Jan P. Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles D. Cranmer, J. Nathan Kutz. [doi]
• Finite-Sample Analysis of Policy Evaluation for Robust Average Reward Reinforcement LearningYang Xu 0003, Washim Uddin Mondal, Vaneet Aggarwal. [doi]
• Whose View of Safety? A Deep DIVE Dataset for Pluralistic Alignment of Text-to-Image ModelsCharvi Rastogi, Tian Huey Teh, Pushkar Mishra, Roma Patel, Ding Wang 0006, Mark Díaz, Alicia Parrish, Aida Mostafazadeh Davani, Zoe Ashwood, Michela Paganini, Vinodkumar Prabhakaran, Verena Rieser, Lora Aroyo. [doi]
• Confidence-Aware With Prototype Alignment for Partial Multi-label LearningWeijun Lv, Yu Chen, Xiaozhao Fang, Xuhuan Zhu, Jie Wen 0001, GuoXu Zhou, Sixian Chan. [doi]
• Large Language Models as End-to-end Combinatorial Optimization SolversXia Jiang, Yaoxin Wu, Minshuo Li, Zhiguang Cao, Yingqian Zhang 0001. [doi]
• AutoData: A Multi-Agent System for Open Web Data CollectionTianyi Ma, Yiyue Qian, Zheyuan Zhang, Zehong Wang, Xiaoye Qian, Feifan Bai, Yifan Ding 0001, Xuwei Luo, Shinan Zhang, Keerthiram Murugesan, Chuxu Zhang, Yanfang Ye 0001. [doi]
• Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple TasksSusmit Agrawal, Krishn Vishwas Kher, Saksham Mittal, Swarnim Maheshwari, Vineeth N. Balasubramanian. [doi]
• MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box OptimizationZeyuan Ma, Yue-jiao Gong, Hongshu Guo, Wenjie Qiu 0007, Sijie Ma, Hongqiao Lian, Jiajun Zhan, Kaixu Chen, Chen Wang, Zhiyang Huang, Zechuan Huang, Guojun Peng, Ran Cheng, Yining Ma 0001. [doi]
• GRAPE: Optimize Data Mixture for Group Robust Multi-target Adaptive PretrainingSimin Fan, Maria Ios Glarou, Martin Jaggi. [doi]
• Meta-Learning an In-Context Transformer Model of Human Higher Visual CortexMuquan Yu, Mu Nan, Hossein Adeli, Jacob S. Prince, John A. Pyles, Leila Wehbe, Margaret M. Henderson, Michael J. Tarr, Andrew F. Luo. [doi]
• Adaptive Quantization in Generative Flow Networks for Probabilistic Sequential PredictionNadhir Hassen, Zhen Zhang, Johan Verjans. [doi]
• SurfelSplat: Learning Efficient and Generalizable Gaussian Surfel Representations for Sparse-View Surface ReconstructionChensheng Dai, Shengjun Zhang, Min Chen, Yueqi Duan. [doi]
• MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal LearningSeonghyeon Hwang, Soyoung Choi, Steven Euijong Whang. [doi]
• Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic DataZi Liang, Qingqing Ye 0001, Xuan Liu 0001, Yanyun Wang 0003, Jianliang Xu, Haibo Hu 0001. [doi]
• FlySearch: Exploring how vision-language models exploreAdam Pardyl, Dominik Matuszek, Mateusz Przebieracz, Marek Cygan, Bartosz Zielinski 0001, Maciej Wolczyk. [doi]
• NeurIPT: Foundation Model for Neural InterfacesZitao Fang, Chenxuan Li, Hongting Zhou, Shuyang Yu, Guodong Du 0002, Ashwaq Qasem, Yang Lu, Jing Li 0034, Junsong Zhang, Sim Kuan Goh. [doi]
• Align Your Flow: Scaling Continuous-Time Flow Map DistillationAmirmojtaba Sabour, Sanja Fidler, Karsten Kreis. [doi]
• Improved Representation Steering for Language ModelsZhengxuan Wu, Qinan Yu, Aryaman Arora, Christopher D. Manning, Christopher Potts. [doi]
• Language Modeling by Language ModelsJunyan Cheng, Peter Clark, Kyle Richardson 0001. [doi]
• Continual Optimization with Symmetry Teleportation for Multi-Task LearningZhipeng Zhou, Ziqiao Meng, Pengcheng Wu, Peilin Zhao, Chunyan Miao. [doi]
• PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal RepresentationYanlong Chen, Mattia Orlandi, Pierangelo Maria Rapa, Simone Benatti, Luca Benini, Yawei Li 0001. [doi]
• Anomaly Detection by an Ensemble of Random Pairs of HyperspheresWalid Durani, Collin Leiber, Khalid Durani, Claudia Plant, Christian Böhm 0001. [doi]
• Progressive Data Dropout: An Embarrassingly Simple Approach to Train FasterShriram M. S, Xinyue Hao 0001, Shihao Hou, Yang Lu 0009, Laura Sevilla-Lara, Anurag Arnab, Shreyank N. Gowda. [doi]
• Graph Neural Network Based Action Ranking for PlanningRajesh Mangannavar, Stefan Lee, Alan Fern, Prasad Tadepalli. [doi]
• Deep Learning with Plausible DeniabilityWenxuan Bao, Shan Jin, Hadi Abdullah, Anderson Nascimento, Vincent Bindschaedler, Yiwei Cai. [doi]
• Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular VideosHanxue Liang, Jiawei Ren 0001, Ashkan Mirzaei, Antonio Torralba 0001, Ziwei Liu 0002, Igor Gilitschenski, Sanja Fidler, Cengiz Öztireli, Huan Ling, Zan Gojcic, Jiahui Huang. [doi]
• Graph Few-Shot Learning via Adaptive Spectrum Experts and Cross-Set Distribution CalibrationYonghao Liu 0001, Yajun Wang, Chunli Guo, Wei Pang 0001, Ximing Li 0002, Fausto Giunchiglia, Xiaoyue Feng, Renchu Guan. [doi]
• PRIMT: Preference-based Reinforcement Learning with Multimodal Feedback and Trajectory Synthesis from Foundation ModelsRuiqi Wang, Dezhong Zhao, Ziqin Yuan, Tianyu Shao, Guohua Chen, Dominic Kao, Sungeun Hong, Byung-Cheol Min. [doi]
• The Cost of Robustness: Tighter Bounds on Parameter Complexity for Robust Memorization in ReLU NetsYujun Kim, Chaewon Moon, Chulhee Yun. [doi]
• SafeVLA: Towards Safety Alignment of Vision-Language-Action Model via Constrained LearningBorong Zhang, Yuhao Zhang, Jiaming Ji, Yingshan Lei, Juntao Dai, Yuanpei Chen, Yaodong Yang 0001. [doi]
• Uncertain Knowledge Graph Completion via Semi-Supervised Confidence Distribution LearningTianxing Wu 0001, Shutong Zhu, Jingting Wang, Ning Xu, Guilin Qi, Haofen Wang. [doi]
• Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence ModelsBenjamin Walker 0001, Lingyi Yang, Nicola Muca Cirone, Cristopher Salvi, Terry J. Lyons. [doi]
• zip2zip: Inference-Time Adaptive Tokenization via Online CompressionSaibo Geng, Nathan Ranchin, Yunzhen Yao, Maxime Peyrard, Chris Wendler, Michael Gastpar, Robert West 0001. [doi]
• A Theoretical Framework for Grokking: Interpolation followed by Riemannian Norm MinimisationEtienne Boursier, Scott Pesme, Radu-Alexandru Dragomir. [doi]
• Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo MethodsIsha Puri, Shivchander Sudalairaj, Guangxuan Xu, Abhishek Bhandwaldar, Kai Xu 0016, Akash Srivastava. [doi]
• Mitigating the Privacy-Utility Trade-off in Decentralized Federated Learning via f-Differential PrivacyXiang Li, Chendi Wang, Buxin Su, Qi Long, Weijie Su 0001. [doi]
• Efficient and Near-Optimal Algorithm for Contextual Dueling Bandits with Offline Regression OraclesAadirupa Saha, Robert E. Schapire. [doi]
• What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence FunctionsSang Keun Choe, Hwijeen Ahn, Juhan Bae, Kewen Zhao, Youngseog Chung, Adithya Pratapa, Willie Neiswanger, Emma Strubell, Teruko Mitamura, Jeff G. Schneider, Eduard H. Hovy, Roger Baker Grosse, Eric P. Xing. [doi]
• Conflict-Aware Knowledge Editing in the Wild: Semantic-Augmented Graph Representation for Unstructured TextZhange Zhang, Zhicheng Geng, Yuqing Ma, Tianbo Wang, Kai Lv 0002, Xianglong Liu 0001. [doi]
• LLM Meets Diffusion: A Hybrid Framework for Crystal Material GenerationSubhojyoti Khastagir, Kishalay Das, Pawan Goyal 0002, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly. [doi]
• Learning a Cross-Modal Schrödinger Bridge for Visual Domain GeneralizationHao Zheng 0008, Jingjun Yi, Qi Bi, Huimin Huang 0002, Haolan Zhan, Yawen Huang, Yuexiang Li, Xian Wu 0001, Yefeng Zheng 0001. [doi]
• TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot ForecasterKanghui Ning, Zijie Pan, Yu Liu, Yushan Jiang, James Y. Zhang, Kashif Rasul, Anderson Schneider, Lintao Ma, Yuriy Nevmyvaka, Dongjin Song. [doi]
• Diffusion-Guided Graph Data AugmentationMaria Marrium, Arif Mahmood, Muhammad Haris Khan, M. Saad Shakeel, Wenxiong Kang. [doi]
• Communication-Efficient Diffusion Denoising Parallelization via Reuse-then-Predict MechanismKunyun Wang, Bohan Li 0003, Kai Yu 0004, Minyi Guo, Jieru Zhao. [doi]
• DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation LearningYongxin He, Shan Zhang, Yixuan Cao 0001, Lei Ma, Ping Luo 0001. [doi]
• Characterizing the Expressivity of Fixed-Precision Transformer Language ModelsJiaoda Li, Ryan Cotterell. [doi]
• Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned RepresentationsJiaming Han, Hao Chen, Yang Zhao 0003, Hanyu Wang, Qi Zhao 0001, Ziyan Yang, Hao He, Xiangyu Yue 0001, Lu Jiang. [doi]
• BlockDecoder: Boosting ASR Decoders with Context and Merger ModulesDarshan Prabhu, Preethi Jyothi. [doi]
• CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers UpSonghua Liu, Zhenxiong Tan, Xinchao Wang. [doi]
• Curious Causality-Seeking Agents in Open-ended WorldsZhiyu Zhao, Haoxuan Li 0001, Haifeng Zhang 0002, Jun Wang 0012, Francesco Faccio, Jürgen Schmidhuber, Mengyue Yang. [doi]
• StyleGuard: Preventing Text-to-Image-Model-based Style Mimicry Attacks by Style PerturbationsYanjie Li 0006, Wenxuan Zhang, Xinqi Lyu, Yihao Liu, Bin Xiao. [doi]
• Pattern-Guided Adaptive Prior for Structure LearningLyuzhou Chen, Yijia Sun, Yanze Gao, Xiangyu Wang 0016, Derui Lyu, Taiyu Ban, Xin Wang 0179, Xiren Zhou, Huanhuan Chen 0001. [doi]
• Whole-Body Conditioned Egocentric Video PredictionYutong Bai, Danny Tran, Amir Bar, Yann LeCun, Trevor Darrell, Jitendra Malik. [doi]
• RrED: Black-box Unsupervised Domain Adaptation via Rectifying-reasoning Errors of DiffusionYuwu Lu, Chunzhi Liu. [doi]
• A Fair Federated Learning Method for Handling Client Participation Probability Inconsistencies in Heterogeneous EnvironmentsSiyuan Wu 0002, Yongzhe Jia, Haolong Xiang, Xiaolong Xu 0001, Xuyun Zhang, Lianyong Qi, Wanchun Dou. [doi]
• What makes math problems hard for reinforcement learning: A case studyAli Shehper, Anibal M. Medina-Mardones, Lucas Fagan, Bartlomiej Lewandowski, Angus Gruen, Yang Qiu, Piotr Kucharski, Zhenghan Wang, Sergei Gukov. [doi]
• FANS: A Flatness-Aware Network Structure for Generalization in Offline Reinforcement LearningDa Wang, Yi Ma 0005, Ting Guo 0004, Hongyao Tang, Wei Wei 0018, Jiye Liang. [doi]
• Listwise Preference Diffusion Optimization for User Behavior Trajectories PredictionHongtao Huang, Chengkai Huang, Junda Wu, Tong Yu 0001, Julian J. McAuley, Lina Yao 0001. [doi]
• FlowFeat: Pixel-Dense Embedding of Motion ProfilesNikita Araslanov, Anna Sonnweber, Daniel Cremers. [doi]
• Pre-Trained Policy Discriminators are General Reward ModelsShihan Dou, Shichun Liu, Yuming Yang 0001, Yicheng Zou, Yunhua Zhou, Shuhao Xing, Chenhao Huang, Qiming Ge, Haijun Lv, Demin Song, Songyang Gao, Chengqi Lyu, Enyu Zhou, Honglin Guo, Zhiheng Xi, Qipeng Guo, Wenwei Zhang, Tao Gui, Qi Zhang 0001, Xipeng Qiu, Xuanjing Huang 0001, Kai Chen 0026. [doi]
• Replicable Online LearningSaba Ahmadi, Siddharth Bhandari, Avrim Blum. [doi]
• Stochastically Dominant Peer PredictionYichi Zhang 0003, Shengwei Xu, Grant Schoenebeck, David M. Pennock. [doi]
• InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual GenerationJinlai Liu, Jian Han, Bin Yan 0004, Hui Wu, Fengda Zhu, Xing Wang, Yi Jiang 0009, Bingyue Peng, Zehuan Yuan. [doi]
• Precise Asymptotics and Refined Regret of Variance-Aware UCBYingYing Fan, Yuxuan Han, Jinchi Lv, Xiaocong Xu, Zhengyuan Zhou. [doi]
• Cooperative Retrieval-Augmented Generation for Question Answering: Mutual Information Exchange and Ranking by Contrasting LayersYoumin Ko, Sungjong Seo, Hyunjoon Kim. [doi]
• Learn and Ensemble Bridge Adapters for Multi-domain Task Incremental LearningZiqi Gu, Chunyan Xu, Wenxuan Fang, Xin Liu 0011, Yide Qiu, Zhen Cui 0001. [doi]
• BaRISTA: Brain Scale Informed Spatiotemporal Representation of Human Intracranial Neural ActivityLucine L. Oganesian, Saba Hashemi, Maryam M. Shanechi. [doi]
• Dynamic Focused Masking for Autoregressive Embodied Occupancy PredictionYuan Sun, Julio Contreras, Jorge Ortiz 0001. [doi]
• Mitigating Occlusions in Virtual Try-On via A Simple-Yet-Effective Mask-Free FrameworkChenghu Du, Shengwu Xiong 0001, Junyin Wang, Yi Rong, Shili Xiong. [doi]
• VADTree: Explainable Training-Free Video Anomaly Detection via Hierarchical Granularity-Aware TreeWenlong Li, Yifei Xu, Yuan Rao 0004, Zhenhua Wang, ShuiGuang Deng. [doi]
• High-order Interactions Modeling for Interpretable Multi-Agent Q-LearningQinyu Xu, Yuanyang Zhu, Xuefei Wu, Chunlin Chen 0001. [doi]
• NormFit: A Lightweight Solution for Few-Shot Federated Learning with Non-IID DataAzadeh Motamedi, Jae-Mo Kang, Il-Min Kim 0001. [doi]
• Mind2Web 2: Evaluating Agentic Search with Agent-as-a-JudgeBoyu Gou, Zanming Huang, Yuting Ning, Yu Gu 0016, Michael Lin, Weijian Qi, Andrei Kopanev, Botao Yu, Bernal Jimenez Gutierrez, Yiheng Shu, Chan Hee Song, Jiaman Wu, Shijie Chen, Hanane Nour Moussa, Tianshu Zhang 0001, Jian Xie, Yifei Li 0005, Tianci Xue, Zeyi Liao, Kai Zhang 0033, Boyuan Zheng 0001, Zhaowei Cai, Viktor Rozgic, Morteza Ziyadi, Huan Sun 0001, Yu Su 0001. [doi]
• Styl3R: Instant 3D Stylized Reconstruction for Arbitrary Scenes and StylesPeng Wang, Xiang Liu, Peidong Liu. [doi]
• Behavior Injection: Preparing Language Models for Reinforcement LearningZhepeng Cen, Yihang Yao, William Han, Zuxin Liu, Ding Zhao. [doi]
• The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided ImprovementRuihan Yang, Fanghua Ye 0004, Jian Li, Siyu Yuan, Yikai Zhang, Zhaopeng Tu, Xiaolong Li, Deqing Yang. [doi]
• Consistency of Physics-Informed Neural Networks for Second-Order Elliptic EquationsYuqian Cheng, Zhuo Chen, Qian Lin. [doi]
• Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-TuningYibin Wang, Zhimin Li, Yuhang Zang, Chunyu Wang, Qinglin Lu, Cheng Jin, Jiaqi Wang 0003. [doi]
• Thinkless: LLM Learns When to ThinkGongfan Fang, Xinyin Ma, Xinchao Wang. [doi]
• Deep Compositional Phase Diffusion for Long Motion Sequence GenerationHo Yin Au, Jie Chen 0026, Junkun Jiang, Jingyu Xiang. [doi]
• OpenHOI: Open-World Hand-Object Interaction Synthesis with Multimodal Large Language ModelZhenhao Zhang, Ye Shi 0001, Lingxiao Yang, Suting Ni, Qi Ye, Jingya Wang 0001. [doi]
• IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text DetectorZheng Chen, Yushi Feng, Jisheng Dang, Changyang He, Yue Deng 0003, Hongxi Pu, Haoxuan Li, Bo Li 0001. [doi]
• Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in RoboticsDongyoung Kim, Sumin Park, Huiwon Jang, Jinwoo Shin, Jaehyung Kim, Younggyo Seo. [doi]
• Uncertainty Quantification with the Empirical Neural Tangent KernelJoseph Wilson, Chris van der Heide, Liam Hodgkinson, Fred Roosta. [doi]
• Scaling Up Active Testing to Large Language ModelsGabrielle Berrada, Jannik Kossen, Freddie Bickford Smith, Muhammed Razzak, Yarin Gal, Thomas Rainforth. [doi]
• ConViS-Bench: Estimating Video Similarity Through Semantic ConceptsBenedetta Liberatori, Alessandro Conti, Lorenzo Vaquero, Yiming Wang 0002, Elisa Ricci 0001, Paolo Rota. [doi]
• Decreasing Entropic Regularization Averaged Gradient for Semi-Discrete Optimal TransportFerdinand Genans, Antoine Godichon-Baggioni, François-Xavier Vialard, Olivier Wintenberger. [doi]
• Denoising Trajectory Biases for Zero-Shot AI-Generated Image DetectionYachao Liang, Min Yu 0001, Gang Li 0009, Jianguo Jiang, Fuqiang Du, Jingyuan Li 0002, Lanchi Xie, Zhen Xu, Weiqing Huang. [doi]
• ICLScan: Detecting Backdoors in Black-Box Large Language Models via Targeted In-context IlluminationXiaoyi Pang, Xuanyi Hao, Song Guo 0001, Qi Luo, Zhibo Wang 0001. [doi]
• Neurons as Detectors of Coherent Sets in Sensory DynamicsJoshua Pughe-Sanford, Xuehao Ding, Jason Moore, Anirvan M. Sengupta, Charles L. Epstein, Philip Greengard, Dmitri B. Chklovskii. [doi]
• Minimax Adaptive Online Nonparametric Regression over Besov spacesPaul Liautaud, Pierre Gaillard, Olivier Wintenberger. [doi]
• Activity Pruning for Efficient Spiking Neural NetworksTong Bu, Xinyu Shi 0004, Zhaofei Yu. [doi]
• THD-BAR: Topology Hierarchical Derived Brain Autoregressive Modeling for EEG Generic RepresentationsWenchao Yang, Weidong Yan, Wenkang Liu, Yulan Ma, Yang Li. [doi]
• Lie Detector: Unified Backdoor Detection via Cross-Examination FrameworkXuan Wang 0029, Siyuan Liang 0004, Dongping Liao, Han Fang, Aishan Liu, Xiaochun Cao, Yu-liang Lu, Ee-Chien Chang, Xitong Gao. [doi]
• Linguini: A benchmark for language-agnostic linguistic reasoningEduardo Sánchez, Belen Alastruey, Christophe Ropers, Arina Turkatenko, Pontus Lars Erik Saito Stenetorp, Mikel Artetxe, Marta Ruiz Costa-Jussà. [doi]
• Smooth Regularization for Efficient Video RecognitionGil Goldman, Raja Giryes, Mahadev Satyanarayanan. [doi]
• Partial Correlation Network Estimation by Semismooth Newton MethodsDongwon Kim, Sungdong Lee, Joong-Ho Won. [doi]
• Reinforcement learning for one-shot DAG scheduling with comparability identification and dense rewardXumai Qi, DongDong Zhang, Taotao Liu, Hongcheng Wang. [doi]
• GradMetaNet: An Equivariant Architecture for Learning on GradientsYoav Gelberg, Yam Eitan, Aviv Navon, Aviv Shamsian, Theo (Moe) Putterman, Michael M. Bronstein, Haggai Maron. [doi]
• Visual Structures Help Visual Reasoning: Addressing the Binding Problem in LVLMsAmirmohammad Izadi, Mohammadali Banayeeanzade, Fatemeh Askari, Ali Rahimiakbar, Mohammad Mahdi Vahedi, Hosein Hasani, Mahdieh Soleymani Baghshah. [doi]
• STAR-Bets: Sequential TArget-Recalculating Bets for Tighter Confidence IntervalsVáclav Vorácek, Francesco Orabona. [doi]
• Energy Loss Functions for Physical SystemsOumar Kaba, Kusha Sareen, Daniel Levy 0001, Siamak Ravanbakhsh. [doi]
• WildCAT3D: Appearance-Aware Multi-View Diffusion in the WildMorris Alper, David Novotný, Filippos Kokkinos, Hadar Averbuch-Elor, Tom Monnier. [doi]
• Human Texts Are Outliers: Detecting LLM-generated Texts via Out-of-distribution DetectionCong Zeng, Shengkun Tang, Yuanzhou Chen, Zhiqiang Shen, Wenchao Yu, Xujiang Zhao, Haifeng Chen, Wei Cheng 0002, Zhiqiang Xu. [doi]
• Joint Relational Database Generation via Graph-Conditional Diffusion ModelsMohamed Amine Ketata, David Lüdke, Leo Schwinn, Stephan Günnemann. [doi]
• Optimal Spectral Transitions in High-Dimensional Multi-Index ModelsLeonardo Defilippis, Yatin Dandi, Pierre Mergny, Florent Krzakala, Bruno Loureiro. [doi]
• LIMOPro: Reasoning Refinement for Efficient and Effective Test-time ScalingYang Xiao, Jiashuo Wang, Ruifeng Yuan, Chunpu Xu, Kaishuai Xu, Wenjie Li 0002, Pengfei Liu 0003. [doi]
• In Silico Mapping of Visual Categorical Selectivity Across the Whole BrainEthan Hwang, Hossein Adeli, Wenxuan Guo, Andrew F. Luo, Nikolaus Kriegeskorte. [doi]
• Sampling 3D Molecular Conformers with Diffusion TransformersJ. Thorben Frank, Winfried Ripken, Gregor Lied, Klaus-Robert Müller, Oliver T. Unke, Stefan Chmiela. [doi]
• RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource BudgetAdam Piaseczny, Md Kamran Chowdhury Shisher, Shiqiang Wang 0001, Christopher Brinton 0001. [doi]
• Plenodium: Underwater 3D Scene Reconstruction with Plenoptic Medium RepresentationChangguang Wu, Jiangxin Dong, Chengjian Li, Jinhui Tang 0001. [doi]
• MASTER: Enhancing Large Language Model via Multi-Agent Simulated TeachingLiang Yue, Yihong Tang, Kehai Chen, Jie Liu, Min Zhang. [doi]
• DeepASA: An Object-Oriented Multi-Purpose Network for Auditory Scene AnalysisDongheon Lee, Younghoo Kwon, Jung-Woo Choi. [doi]
• AI Debate Aids Assessment of Controversial ClaimsSalman Rahman, Sheriff Issaka, Ashima Suvarna, Genglin Liu, James Shiffer, Jaeyoung Lee, Md. Rizwan Parvez, Hamid Palangi, Shi Feng, Nanyun Peng 0001, Yejin Choi 0001, Julian Michael, Liwei Jiang, Saadia Gabriel. [doi]
• A Learning-Augmented Approach to Online Allocation ProblemsIlan Reuven Cohen, Debmalya Panigrahi. [doi]
• Calibrating Translation Decoding with Quality Estimation on LLMsDi Wu, Yibin Lei, Christof Monz. [doi]
• Low Precision Streaming PCASanjoy Dasgupta, Syamantak Kumar, Shourya Pandey, Purnamrita Sarkar. [doi]
• Iterative Foundation Model Fine-Tuning on Multiple RewardsPouya M. Ghari, Simone Sciabola, Ye Wang 0024. [doi]
• FedRTS: Federated Robust Pruning via Combinatorial Thompson SamplingHong Huang, Jinhai Yang 0006, Yuan Chen, Jiaxun Ye, Dapeng Wu 0001. [doi]
• Multimodal Causal Reasoning for UAV Object DetectionNianxin Li, Mao Ye 0001, Lihua Zhou, Shuaifeng Li, Song Tang 0001, Luping Ji, Ce Zhu. [doi]
• Compute-Optimal Scaling for Value-Based Deep RLPreston Fu, Oleh Rybkin, Zhiyuan Zhou, Michal Nauman, Pieter Abbeel, Sergey Levine, Aviral Kumar. [doi]
• Aligning Text to Image in Diffusion Models is Easier Than You ThinkJaa-Yeon Lee, Byunghee Cha, Jeongsol Kim, Jong Chul Ye. [doi]
• Exploring Landscapes for Better Minima along ValleysTong Zhao, Jiacheng Li, Yuanchang Zhou, Guangming Tan, Weile Jia. [doi]
• We Should Chart an Atlas of All the World's ModelsEliahu Horwitz, Nitzan Kurer, Jonathan Kahana, Liel Amar, Yedid Hoshen. [doi]
• Dimensional Collapse in VQVAEs: Evidence and RemediesJiayou Zhang, Yifan Shen 0004, Guangyi Chen 0002, Le Song, Eric P. Xing. [doi]
• LangSplatV2: High-dimensional 3D Language Gaussian Splatting with 450+ FPSWanhua Li 0001, Yujie Zhao, Minghan Qin, Yang Liu, Yuanhao Cai, Chuang Gan 0001, Hanspeter Pfister. [doi]
• NeSyPr: Neurosymbolic Proceduralization For Efficient Embodied ReasoningWonje Choi 0003, Jooyoung Kim, Honguk Woo. [doi]
• AbstentionBench: Reasoning LLMs Fail on Unanswerable QuestionsPolina Kirichenko, Mark Ibrahim, Kamalika Chaudhuri, Samuel J. Bell. [doi]
• Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical FindingsQiong Wu 0012, Wenhao Lin, Yiyi Zhou, Weihao Ye, Zhanpeng Zeng, Xiaoshuai Sun, Rongrong Ji. [doi]
• Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive TechnologiesYankai Chen 0001, Xinni Zhang, Yifei Zhang, Yangning Li, Henry Peng Zou, ChunYu Miao, Weizhi Zhang 0001, Steve (Xue) Liu, Philip S. Yu. [doi]
• Partial Physics Informed Diffusion Model for Ocean Chlorophyll Concentration ReconstructionQianxun Xu, Zuchuan Li. [doi]
• Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech SynthesisTianrui Wang, Haoyu Wang, Meng Ge, Cheng Gong, Chunyu Qiang, Ziyang Ma 0001, Zikang Huang, Guanrou Yang, Xiaobao Wang, Eng Siong Chng, Xie Chen 0001, Longbiao Wang, Jianwu Dang 0001. [doi]
• BevSplat: Resolving Height Ambiguity via Feature-Based Gaussian Primitives for Weakly-Supervised Cross-View LocalizationQiwei Wang, Shaoxun Wu, Yujiao Shi. [doi]
• Open-World Drone Active Tracking with Goal-Centered RewardsHaowei Sun, Jinwu Hu, Zhirui Zhang, Haoyuan Tian, Xinze Xie, Yufeng Wang 0004, Xiaohua Xie, Yun Lin, Zhuliang Yu, Mingkui Tan. [doi]
• Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning PerturbationYibo Wang 0039, Tiansheng Huang, Li Shen 0008, Huanjin Yao, Haotian Luo, Rui Liu, Naiqiang Tan, Jiaxing Huang 0001, Dacheng Tao. [doi]
• Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image GenerationYihong Luo, Tianyang Hu 0001, Weijian Luo, Kenji Kawaguchi, Jing Tang 0004. [doi]
• Unleashing Foundation Vision Models: Adaptive Transfer for Diverse Data-Limited Scientific DomainsQiankun Li, Feng He, Huabao Chen, Xin Ning 0001, Kun Wang 0056, Zengfu Wang. [doi]
• MetaFind: Scene-Aware 3D Asset Retrieval for Coherent Metaverse Scene GenerationZhenyu Pan, Yucheng Lu, Han Liu 0008. [doi]
• MoE-Gyro: Self-Supervised Over-Range Reconstruction and Denoising for MEMS GyroscopesFeiyang Pan, Shenghe Zheng, Chunyan Yin, Guangbin Dou. [doi]
• Neural Hamiltonian Diffusions for Modeling Structured Geometric DynamicsSungwoo Park. [doi]
• DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative DecodingYunhai Hu, Tianhua Xia, Zining Liu, Rahul Raman, Xingyu Liu, Bo Bao, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang. [doi]
• Learning World Models for Interactive Video GenerationTaiye Chen, Xun Hu, Zihan Ding, Chi Jin 0001. [doi]
• Restricted Global-Aware Graph Filters Bridging GNNs and Transformer for Node ClassificationJingyuan Zhang, Xin Wang, Lei Yu, Zhirong Huang, Li Yang, Fengjun Zhang. [doi]
• Meta-World+: An Improved, Standardized, RL BenchmarkReginald McLean, Evangelos Chatzaroulas, Luc McCutcheon, Frank Röder, Tianhe Yu, Zhanpeng He, K. R. Zentner, Ryan Julian, J. K. Terry 0001, Isaac Woungang, Nariman Farsad, Pablo Samuel Castro. [doi]
• Non-Markovian Discrete Diffusion with Causal Language ModelsYangtian Zhang, Sizhuang He, Daniel Levine, Lawrence Zhao, David Zhang, Syed Asad Rizvi, Shiyang Zhang, Emanuele Zappala, Rex Ying, David van Dijk. [doi]
• Balancing Multimodal Training Through Game-Theoretic RegularizationKonstantinos Kontras, Thomas Strypsteen, Christos Chatzichristos, Paul P. Liang, Matthew B. Blaschko, Maarten De Vos. [doi]
• VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language ModelsXinan He, Yue Zhou 0008, Bing Fan, Bin Li, Guopu Zhu, Feng Ding 0007. [doi]
• Toward Human Deictic Gesture Target EstimationXu Cao, Pranav Virupaksha, Sangmin Lee 0001, Bolin Lai, Wenqi Jia 0001, Jintai Chen, James M. Rehg. [doi]
• DeltaProduct: Improving State-Tracking in Linear RNNs via Householder ProductsJulien Siems, Timur Carstensen, Arber Zela, Frank Hutter, Massimiliano Pontil, Riccardo Grazzi. [doi]
• When Lower-Order Terms Dominate: Adaptive Expert Algorithms for Heavy-Tailed LossesAntoine Moulin, Emmanuel Esposito, Dirk van der Hoeven. [doi]
• On Linear Mode Connectivity of Mixture-of-Experts ArchitecturesViet-Hoang Tran, Van Hoan Trinh, Khanh Vinh Bui, Tan M. Nguyen. [doi]
• Tree of Preferences for Diversified RecommendationHanyang Yuan, Ning Tang, Tongya Zheng, Jiarong Xu, Xintong Hu, Renhong Huang, Shunyu Liu 0001, Jiacong Hu, Jiawei Chen, Mingli Song. [doi]
• FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical DocumentsNandan Thakur, Jimmy Lin, Sam Havens, Michael Carbin, Omar Khattab, Andrew Drozdov. [doi]
• iMIND: Insightful Multi-subject Invariant Neural DecodingZixiang Yin, Jiarui Li 0001, Zhengming Ding. [doi]
• STAR: Efficient Preference-based Reinforcement Learning via Dual RegularizationFengshuo Bai, Rui Zhao 0001, Hongming Zhang 0003, Sijia Cui, Shao Zhang, Bo Xu 0002, Lei Han, Ying Wen 0001, Yaodong Yang 0001. [doi]
• In-Context Fully Decentralized Cooperative Multi-Agent Reinforcement LearningChao Li, Bingkun Bao, Yang Gao 0001. [doi]
• From Faults to Features: Pretraining to Learn Robust Representations against Sensor FailuresJens U. Brandt, Noah Christoph Pütz, Marcus Greiff, Thomas Lew, John K. Subosits, Marc Hilbert, Thomas Bartz-Beielstein. [doi]
• VTON-VLLM: Aligning Virtual Try-On Models with Human PreferencesSiqi Wan, Jingwen Chen 0001, Qi Cai, Yingwei Pan, Ting Yao 0003, Tao Mei 0001. [doi]
• DeblurDiff: Real-Word Image Deblurring with Generative Diffusion ModelsLingshun Kong, Jiawei Zhang 0002, Dongqing Zou, Fu Lee Wang, Jimmy S. Ren, Xiaohe Wu, Jiangxin Dong, Jinshan Pan. [doi]
• Modelling the control of offline processing with reinforcement learningEleanor Spens, Neil Burgess, Tim E. J. Behrens. [doi]
• S-Crescendo: A Nested Transformer Weaving Framework for Scalable Nonlinear System in S-Domain RepresentationJunlang Huang, Hao Chen, Li Luo, Yong Cai, Lexin Zhang, Tianhao Ma, Yitian Zhang, Zhong Guan. [doi]
• ConTextTab: A Semantics-Aware Tabular In-Context LearnerMarco Spinaci, Marek Polewczyk, Maximilian Schambach, Sam Thelin. [doi]
• Touch in the Wild: Learning Fine-Grained Manipulation with a Portable Visuo-Tactile GripperXinyue Zhu, Binghao Huang, Yunzhu Li. [doi]
• Emergence and Evolution of Interpretable Concepts in Diffusion ModelsBerk Tinaz, Zalan Fabian, Mahdi Soltanolkotabi. [doi]
• Is Artificial Intelligence Generated Image Detection a Solved Problem?Ziqiang Li 0001, Jiazhen Yan, Ziwen He, Kai Zeng, WeiWei Jiang, Lizhi Xiong, Zhangjie Fu. [doi]
• MI-TRQR: Mutual Information-Based Temporal Redundancy Quantification and Reduction for Energy-Efficient Spiking Neural NetworksDengfeng Xue, Wenjuan Li, Yifan Lu 0001, Chunfeng Yuan, Yufan Liu, Wei Liu 0153, Man Yao, Li Yang, Guoqi Li, Bing Li, Stephen J. Maybank, Weiming Hu 0004, Zhetao Li. [doi]
• 3EED: Ground Everything Everywhere in 3DRong Li, Yuhao Dong, Tianshuai Hu, Alan Liang, Youquan Liu, Dongyue Lu, Liang Pan, Lingdong Kong, Junwei Liang 0001, Ziwei Liu 0002. [doi]
• Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading RetrievalsLinda Zeng, Rithwik Gupta, Divij Motwani, Yi Zhang 0001, Diji Yang. [doi]
• Causality Meets Locality: Provably Generalizable and Scalable Policy Learning for Networked SystemsHao Liang, Shuqing Shi, Yudi Zhang 0006, Biwei Huang, Yali Du 0001. [doi]
• Temperature is All You Need for Generalization in Langevin Dynamics and other Markov ProcessesItamar Harel, Yonathan Wolanowsky, Gal Vardi, Nati Srebro, Daniel Soudry. [doi]
• Product Distribution Learning with Imperfect AdviceArnab Bhattacharyya 0001, Davin Choo, Philips George John, Themis Gouleakis. [doi]
• Zero-Shot Detection of LLM-Generated Text via Implicit Reward ModelRunheng Liu, Heyan Huang, Xingchen Xiao, Zhijing Wu 0001. [doi]
• The Non-Linear Representation Dilemma: Is Causal Abstraction Enough for Mechanistic Interpretability?Denis Sutter, Julian Minder, Thomas Hofmann 0001, Tiago Pimentel. [doi]
• Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning AbilitiesJiayi Kuang, Haojing Huang 0001, Yinghui Li, Xinnian Liang, Zhikun Xu, Yangning Li, Xiaoyu Tan, Chao Qu, Meishan Zhang, Ying Shen 0001, Philip S. Yu. [doi]
• Efficiently Verifiable Proofs of Data AttributionAri Karchmer, Seth Neel, Martin Pawelczyk. [doi]
• Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuningJiaru Zou, Yikun Ban, Zihao Li 0006, Yunzhe Qi, Ruizhong Qiu, Ling Yang 0006, Jingrui He. [doi]
• Agnostic Continuous-Time Online LearningPramith Devulapalli, Changlong Wu, Ananth Grama, Wojciech Szpankowski. [doi]
• Posterior Contraction for Sparse Neural Networks in Besov Spaces with Intrinsic DimensionalityKyeongwon Lee, Lizhen Lin, Jaewoo Park 0002, Seonghyun Jeong. [doi]
• Diffusion Models Meet Contextual BanditsImad Aouali. [doi]
• Intrinsic Benefits of Categorical Distributional Loss: Uncertainty-aware Regularized Exploration in Reinforcement LearningKe Sun 0013, Yingnan Zhao, Enze Shi, Yafei Wang, Xiaodong Yan, Bei Jiang, Linglong Kong. [doi]
• KVzip: Query-Agnostic KV Cache Compression with Context ReconstructionJang-Hyun Kim, Jinuk Kim, Sangwoo Kwon, Jae W. Lee, Sangdoo Yun, Hyun Oh Song. [doi]
• 3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic TasksXiaotang Gai, Jiaxiang Liu, Yichen Li, Zijie Meng, Jian Wu 0001, Zuozhu Liu. [doi]
• Small Batch Size Training for Language Models: When Vanilla SGD Works, and Why Gradient Accumulation is WastefulMartin Marek, Sanae Lotfi, Aditya Somasundaram, Andrew Gordon Wilson, Micah Goldblum. [doi]
• Two Heads are Better than One: Simulating Large Transformers with Small OnesHantao Yu, Josh Alman. [doi]
• Tail-Optimized Caching for LLM InferenceWenxin Zhang, Yueying Li, Ciamac C. Moallemi, Tianyi Peng. [doi]
• TaDiCodec: Text-aware Diffusion Speech Tokenizer for Speech Language ModelingYuancheng Wang, Dekun Chen, Xueyao Zhang, Junan Zhang, Jiaqi Li 0030, Zhizheng Wu 0001. [doi]
• OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video GenerationShenghai Yuan 0002, Xianyi He, Yufan Deng, Yang Ye, Jinfa Huang, Bin Lin 0014, Chongyang Ma, Jiebo Luo 0001, Li Yuan 0007. [doi]
• Transformer Key-Value Memories Are Nearly as Interpretable as Sparse AutoencodersMengyu Ye, Jun Suzuki 0001, Tatsuro Inaba, Tatsuki Kuribayashi. [doi]
• Provable Scaling Laws for the Test-Time Compute of Large Language ModelsYanxi Chen, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou 0001. [doi]
• Physics-Constrained Flow Matching: Sampling Generative Models with Hard ConstraintsUtkarsh Utkarsh, Pengfei Cai, Alan Edelman, Rafael Gómez-Bombarelli, Christopher Rackauckas. [doi]
• Collapsing Taylor Mode Automatic DifferentiationFelix Dangel, Tim Siebert, Marius Zeinhofer, Andrea Walther. [doi]
• The Curse of Depth in Large Language ModelsWenfang Sun, Xinyuan Song 0002, Pengxiang Li, Lu Yin 0006, Yefeng Zheng 0001, Shiwei Liu 0003. [doi]
• Automated Model Discovery via Multi-modal & Multi-step PipelineJungMok Lee, Nam Hyeon-Woo, Moon Ye-Bin, Junhyun Nam, Tae Hyun Oh. [doi]
• Rescaled Influence Functions: Accurate Data Attribution in High DimensionIttai Rubinstein, Samuel B. Hopkins 0001. [doi]
• Pin the Tail on the Model: Blindfolded Repair of User-Flagged Failures in Text-to-Image ServicesGefei Tan, Ali Shahin Shamsabadi, Ellen Kolesnikova, Hamed Haddadi 0001, Xiao Wang 0012. [doi]
• Train on Pins and Test on Obstacles for Rectilinear Steiner Minimum TreeXingbo Du, Ruizhe Zhong, Junchi Yan. [doi]
• DPA: A one-stop metric to measure bias amplification in classification datasetsBhanu Tokas, Rahul Nair 0007, Hannah Kerner. [doi]
• On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene SegmentationLiyao Tang, Zhe Chen 0013, Dacheng Tao. [doi]
• Don't Trade Off Safety: Diffusion Regularization for Constrained Offline RLJunyu Guo, Zhi Zheng, Donghao Ying, Ming Jin 0002, Shangding Gu, Costas J. Spanos, Javad Lavaei. [doi]
• Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language ModelsZemin Huang, Zhiyang Chen 0002, Zijun Wang, Tiancheng Li, Guo-Jun Qi. [doi]
• Joint Velocity-Growth Flow Matching for Single-Cell Dynamics ModelingDongyi Wang, Yuanwei Jiang, Zhenyi Zhang, Xiang Gu, Peijie Zhou, Jian Sun. [doi]
• Rare Text Semantics Were Always There in Your Diffusion TransformerSeil Kang, Woojung Han, Dayun Ju, Seong Jae Hwang. [doi]
• A Set of Generalized Components to Achieve Effective Poison-only Clean-label Backdoor Attacks with Collaborative Sample Selection and TriggersZhixiao Wu, Yao Lu 0008, Jie Wen 0001, Hao Sun, Qi Zhou, Guangming Lu 0002. [doi]
• Attractive Metadata Attack: Inducing LLM Agents to Invoke Malicious ToolsKanghua Mo, Li Hu, Yucheng Long, Zhihao Li. [doi]
• FLiP: Towards Comprehensive and Reliable Evaluation of Federated Prompt LearningDongping Liao, Xitong Gao, Cheng-Zhong Xu 0001. [doi]
• DualCnst: Enhancing Zero-Shot Out-of-Distribution Detection via Text-Image Consistency in Vision-Language ModelsFayi Le, Wenwu He, Chentao Cao, Dong Liang 0001, Zhuo-Xu Cui. [doi]
• Fast-Slow Thinking GRPO for Large Vision-Language Model ReasoningWenyi Xiao, Leilei Gan. [doi]
• EGGS: Exchangeable 2D/3D Gaussian Splatting for Geometry-Appearance Balanced Novel View SynthesisYancheng Zhang, Guangyu Sun 0003, Chen Chen 0001. [doi]
• Towards Large-Scale In-Context Reinforcement Learning by Meta-Training in Randomized WorldsFan Wang 0021, Pengtao Shao, Yiming Zhang, Bo Yu 0014, Shaoshan Liu, Ning Ding, Yang Cao 0010, Yu Kang 0001, Haifeng Wang 0001. [doi]
• ORBIT - Open Recommendation Benchmark for Reproducible Research with Hidden TestsJingyuan He, Jiongnan Liu 0001, Vishan Vishesh Oberoi, Bolin Wu, Mahima Jagadeesh Patel, Kangrui Mao, Chuning Shi, I-Ta Lee, Arnold Overwijk, Chenyan Xiong. [doi]
• PASS: Path-selective State Space Model for Event-based RecognitionJiazhou Zhou, Kanghao Chen, Lei Zhang, Lin Wang 0025. [doi]
• Bridging Arbitrary and Tree Metrics via Differentiable Gromov HyperbolicityPierre Houédry, Nicolas Courty, Florestan Martin-Baillon, Laetitia Chapel, Titouan Vayer. [doi]
• GUI-Rise: Structured Reasoning and History Summarization for GUI NavigationTao Liu, Chongyu Wang, Rongjie Li, Yingchen Yu, Xuming He 0001, Song Bai 0001. [doi]
• StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMsQijun Luo, Mengqi Li 0004, Lei Zhao, Xiao Li. [doi]
• Graph-Theoretic Insights into Bayesian Personalized Ranking for RecommendationKai Zheng 0020, Jianxin Wang 0001, Jinhui Xu 0001. [doi]
• Measuring and Guiding MonosemanticityRuben Härle, Felix Friedrich, Manuel Brack, Björn Deiseroth, Stephan Wäldchen, Patrick Schramowski, Kristian Kersting. [doi]
• Gaussian Herding across Pens: An Optimal Transport Perspective on Global Gaussian Reduction for 3DGSTao Wang, Mengyu Li 0001, Geduo Zeng, Cheng Meng, Qiong Zhang. [doi]
• Proper Hölder-Kullback Dirichlet Diffusion: A Framework for High Dimensional Generative ModelingWanpeng Zhang 0006, Yuhao Fang, Xihang Qiu, Jiarong Cheng, Jialong Hong, Bin Zhai, Qing Zhou, Yao Lu, Ye Zhang, Chun Li. [doi]
• Generalizable Insights for Graph Transformers in Theory and PracticeTimo Stoll, Luis Müller, Christopher Morris 0001. [doi]
• Taught Well Learned Ill: Towards Distillation-conditional Backdoor AttackYukun Chen 0002, Boheng Li, Yu Yuan, Leyi Qi, Yiming Li, Tianwei Zhang 0004, Zhan Qin, Kui Ren 0001. [doi]
• From Black-box to Causal-box: Towards Building More Interpretable ModelsInwoo Hwang, Yushu Pan, Elias Bareinboim. [doi]
• Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language ModelsWei Chen 0070, Xin Yan, Bin Wen, Fan Yang 0094, Tingting Gao, Di Zhang 0026, Long Chen 0016. [doi]
• SING: SDE Inference via Natural GradientsAmber Hu, Henry Smith, Scott W. Linderman. [doi]
• Online Feedback Efficient Active Target Discovery in Partially Observable EnvironmentsAnindya Sarkar, Binglin Ji, Yevgeniy Vorobeychik. [doi]
• Subspace Networks: Scaling Decentralized Training with Communication-Efficient Model ParallelismSameera Ramasinghe, Thalaiyasingam Ajanthan, Gil Avraham, Yan Zuo, Alexander Long. [doi]
• Promptable 3-D Object Localization with Latent Diffusion ModelsCheng-Yao Hong, Li-Heng Wang, Tyng-Luh Liu. [doi]
• UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI AgentsHan Xiao 0010, Guozhi Wang, Yuxiang Chai, Zimu Lu, Weifeng Lin, Hao He, Lue Fan, Liuyang Bian, Rui Hu, Liang Liu, Shuai Ren 0002, Yafei Wen, Xiaoxin Chen 0001, Aojun Zhou, Hongsheng Li 0001. [doi]
• Solving and Learning Partial Differential Equations with Variational Q-Exponential ProcessesGuangting Yu, Shiwei Lan. [doi]
• OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image GenerationJingjing Chang, Yixiao Fang, Peng Xing, Shuhan Wu, Wei Cheng, Rui Wang 0099, Xianfang Zeng, Gang Yu 0002, Hai-Bao Chen. [doi]
• Gaze-VLM: Bridging Gaze and VLMs through Attention Regularization for Egocentric UnderstandingAnupam Pani, Yanchao Yang. [doi]
• Private Evolution ConvergesTomás González Lara, Giulia Fanti, Aaditya Ramdas. [doi]
• Conformal Prediction for Ensembles: Improving Efficiency via Score-Based AggregationYash Patel, Eduardo Ochoa Rivera, Ambuj Tewari. [doi]
• Improved Algorithms for Fair Matroid Submodular MaximizationSepideh Mahabadi, Sherry Sarkar, Jakub Tarnawski. [doi]
• Seg-VAR: Image Segmentation with Visual Autoregressive ModelingRongkun Zheng, Lu Qi 0001, Xi Chen 0072, Yi Wang 0074, Kun Wang, Hengshuang Zhao. [doi]
• Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMsHao Kang, Qingru Zhang, Han Cai, Weiyuan Xu, Tushar Krishna, Yilun Du, Tsachy Weissman. [doi]
• Hadamax Encoding: Elevating Performance in Model-Free AtariJacob Eeuwe Kooi, Zhao Yang, Vincent François-Lavet. [doi]
• Robust Regression of General ReLUs with QueriesIlias Diakonikolas, Daniel Kane 0001, Mingchen Ma. [doi]
• Environment Inference for Learning Generalizable Dynamical SystemShixuan Liu, Yue He 0001, Haotian Wang 0001, Wenjing Yang 0002, Yunfei Wang, Peng Cui 0001, Zhong Liu 0002. [doi]
• scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integrationJianle Sun, Chaoqi Liang, Ran Wei, Peng Zheng 0004, Lei Bai 0001, Wanli Ouyang, Hongliang Yan, Peng Ye 0006. [doi]
• Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent RepresentationsXin Liu, Haoran Li, Dongbin Zhao. [doi]
• AgentBreeder: Mitigating the AI Safety Risks of Multi-Agent Scaffolds via Self-ImprovementJ. Rosser, Jakob N. Foerster. [doi]
• Remasking Discrete Diffusion Models with Inference-Time ScalingGuanghan Wang, Yair Schiff, Subham S. Sahoo, Volodymyr Kuleshov. [doi]
• MTRec: Learning to Align with User Preferences via Mental Reward ModelsMengchen Zhao, YiFan Gao, Yaqing Hou, Xiangyang Li 0004, Pengjie Gu, Zhenhua Dong, Ruiming Tang, Yi Cai 0001. [doi]
• Convergence Rates for Gradient Descent on the Edge of Stability for Overparametrised Least SquaresLachlan E. MacDonald, Hancheng Min, Leandro Palma, Salma Tarmoun, Ziqing Xu, René Vidal. [doi]
• Cycle-Sync: Robust Global Camera Pose Estimation through Enhanced Cycle-Consistent SynchronizationShaohan Li, Yunpeng Shi, Gilad Lerman. [doi]
• HyperMixup: Hypergraph-Augmented with Higher-order Information MixupKaixuan Yao, Zhuo Li, Jianqing Liang, Jiye Liang, Ming Li 0065, Feilong Cao. [doi]
• AlphaBeta is not as good as you think: a simple class of synthetic games for a better analysis of deterministic game-solving algorithmsRaphaël Boige, Amine M. Boumaza, Bruno Scherrer. [doi]
• Generalization Error Analysis for Selective State-Space Models Through the Lens of AttentionArya Honarpisheh, Mustafa Bozdag, Octavia I. Camps, Mario Sznaier. [doi]
• MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?Zhe Xu 0009, Daoyuan Chen, Zhenqing Ling, Yaliang Li, Ying Shen 0001. [doi]
• Incentivizing Dual Process Thinking for Efficient Large Language Model ReasoningXiaoxue Cheng, Junyi Li 0001, Zhenduo Zhang, Xinyu Tang 0004, Xin Zhao 0018, Xinyu Kong, Zhiqiang Zhang 0012. [doi]
• NEED: Cross-Subject and Cross-Task Generalization for Video and Image Reconstruction from EEG SignalsShuai Huang, Huan Luo, Haodong Jing, Qixian Zhang, Litao Chang, Yating Feng, Xiao Lin, Chendong Qin, Han Chen, Shuwen Jia, Siyi Sun, Yongxiong Wang. [doi]
• RPG360: Robust 360 Depth Estimation with Perspective Foundation Models and Graph OptimizationDongki Jung, Jaehoon Choi, Yonghan Lee 0001, Dinesh Manocha. [doi]
• QiMeng-NeuComBack: Self-Evolving Translation from IR to Assembly CodeHainan Fang, Yuanbo Wen 0001, Jun Bi, Yihan Wang, Tonghui He, Yanlin Tang, Di Huang, Jiaming Guo, Rui Zhang 0040, Qi Guo 0001, Yunji Chen. [doi]
• FLOWING: Implicit Neural Flows for Structure-Preserving MorphingArthur Bizzi, Matias Grynberg Portnoy, Vitor Pereira Matias, Daniel Perazzo, João Paulo Silva do Monte Lima, Luiz Velho 0001, Nuno Gonçalves 0001, João Pereira, Guilherme G. Schardong, Tiago Novello. [doi]
• Geometry-Aware Collaborative Multi-Solutions Optimizer for Model Fine-Tuning with Parameter EfficiencyVan-Anh Nguyen, Trung Le 0001, Mehrtash Harandi, Ehsan Abbasnejad, Thanh-Toan Do, Dinh Phung 0001. [doi]
• Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-TuningJian Liu 0036, Jing Xu, Song Guo 0001, Jing Li 0093, Jingfeng Guo, Jiaao Yu, Haohan Weng, Biwen Lei, Xianghui Yang, Zhuo Chen, Fangqi Zhu, Tao Han 0002, Chunchao Guo. [doi]
• LangHOPS: Language Grounded Hierarchical Open-Vocabulary Part SegmentationYang Miao, Jan-Nico Zaech, Xi Wang 0021, Fabien Despinoy, Danda Pani Paudel, Luc Van Gool. [doi]
• Combining Cost Constrained Runtime Monitors for AI SafetyTim Tian Hua, James Baskerville, Henri Lemoine, Mia Hopman, Aryan Bhatt, Tyler Tracy. [doi]
• Root Cause Analysis of Outliers with Missing Structural KnowledgeWilliam Roy Orchard, Nastaran Okati, Sergio Hernan Garrido Mejia, Patrick Blöbaum, Dominik Janzing. [doi]
• Surface-Aware Feed-Forward Quadratic Gaussian for Frame Interpolation with Large MotionZaoming Yan, Yaomin Huang, Pengcheng Lei, Qizhou Chen, Guixu Zhang, Faming Fang. [doi]
• Curriculum Abductive LearningWen-Chao Hu, Qi-Jie Li, Lin-Han Jia, Cunjing Ge, Yu-Feng Li, Yuan Jiang, Zhi-Hua Zhou. [doi]
• Data Fusion for Partial Identification of Causal EffectsQuinn Lanners, Cynthia Rudin, Alexander Volfovsky, Harsh Parikh. [doi]
• Rectified Point Flow: Generic Point Cloud Pose EstimationTao Sun 0020, Liyuan Zhu, Shengyu Huang, Shuran Song, Iro Armeni. [doi]
• Inference-time Alignment in Continuous SpaceYige Yuan, Teng Xiao, Li Yunfan, Bingbing Xu 0001, Shuchang Tao, Yunqi Qiu, Huawei Shen, Xueqi Cheng. [doi]
• The Power of Iterative Filtering for Supervised Learning with (Heavy) ContaminationAdam R. Klivans, Konstantinos Stavropoulos, Kevin Tian, Arsen Vasilyan. [doi]
• GauSAM: Contour‑Guided 2D Gaussian Fields for Multi‑Scale Medical Image Segmentation with Segment AnythingJinxuan Wu, Jiange Wang, DongDong Zhang. [doi]
• Scaling Laws for Robust Comparison of Open Foundation Language-Vision Models and DatasetsMarianna Nezhurina, Tomer Porian, Giovanni Puccetti 0002, Tommie Kerssies, Romain Beaumont, Mehdi Cherti, Jenia Jitsev. [doi]
• Hierarchical Retrieval: The Geometry and a Pretrain-Finetune RecipeChong You, Rajesh Jayaram, Ananda Theertha Suresh, Robin Nittka, Felix X. Yu, Sanjiv Kumar. [doi]
• DSAS: A Universal Plug-and-Play Framework for Attention Optimization in Multi-Document Question AnsweringJiakai Li, Rongzheng Wang, Yizhuo Ma, Shuang Liang 0002, Guangchun Luo, Ke Qin. [doi]
• On the Value of Cross-Modal Misalignment in Multimodal Representation LearningYichao Cai 0001, Yuhang Liu 0002, Erdun Gao, Tianjiao Jiang, Zhen Zhang 0008, Anton van den Hengel, Javen Qinfeng Shi. [doi]
• Dynamical Properties of Tokens in Self-Attention and Effects of Positional EncodingDuy-Tung Pham, An Nguyen The, Viet-Hoang Tran, Nhan-Phu Chung, Xin Tong, Tan M. Nguyen, Thieu N. Vo. [doi]
• Pass@K Policy Optimization: Solving Harder Reinforcement Learning ProblemsChristian Walder, Deep Karkhanis. [doi]
• Rebalancing Return Coverage for Conditional Sequence Modeling in Offline Reinforcement LearningWensong Bai, Chufan Chen, Yichao Fu, Qihang Xu, Chao Zhang 0029, Hui Qian 0001. [doi]
• A Geometric Analysis of PCAAyoub El Hanchi, Murat A. Erdogdu, Chris J. Maddison. [doi]
• Multi-Environment POMDPs: Discrete Model Uncertainty Under Partial ObservabilityEline M. Bovy, Caleb Probine, Marnix Suilen, Ufuk Topcu, Nils Jansen 0001. [doi]
• Semantic-guided Diverse Decoding for Large Language ModelWeijie Shi, Yue Cui 0001, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Mengze Li 0001, Sirui Han, Jia Zhu 0003, Jiajie Xu 0001, Xiaofang Zhou 0001. [doi]
• PDPO: Parametric Density Path OptimizationSebastian Gutierrez Hernandez, Peng Chen, Hao-Min Zhou. [doi]
• Adaptive Frontier Exploration on Graphs with Applications to Network-Based Disease TestingDavin Choo, Yuqi Pan, Tonghan Wang 0001, Milind Tambe, Alastair van Heerden, Cheryl Johnson. [doi]
• Thinking vs. Doing: Improving Agent Reasoning by Scaling Test-Time InteractionJunhong Shen, Hao Bai, Lunjun Zhang, Yifei Zhou, Amrith Setlur, Peter Tong, Diego Caples, Nan Jiang 0008, Tong Zhang 0001, Ameet Talwalkar, Aviral Kumar. [doi]
• Sparse Image Synthesis via Joint Latent and RoI FlowZiteng Gao, Jay Zhangjie Wu, Mike Zheng Shou. [doi]
• Agnostic Active Learning Is Always Better Than Passive LearningSteve Hanneke. [doi]
• Latent Policy Barrier: Learning Robust Visuomotor Policies by Staying In-DistributionZhanyi Sun, Shuran Song. [doi]
• Aligning What Matters: Masked Latent Adaptation for Text-to-Audio-Video GenerationJiyang Zheng, Siqi Pan, Yu Yao 0005, Zhaoqing Wang, Dadong Wang, Tongliang Liu. [doi]
• SmartCache: Context-aware Semantic Cache for Efficient Multi-turn LLM InferenceChengye Yu, Tianyu Wang 0009, Zili Shao, Song Jiang 0001. [doi]
• On the Universal Near Optimality of Hedge in Combinatorial SettingsZhiyuan Fan, Arnab Maiti, Lillian J. Ratliff, Kevin G. Jamieson, Gabriele Farina. [doi]
• Solver-Free Decision-Focused Learning for Linear Optimization ProblemsSenne Berden, Ali Irfan Mahmutogullari, Dimos Tsouros, Tias Guns. [doi]
• PANTHER: Generative Pretraining Beyond Language for Sequential User Behavior ModelingGuilin Li 0001, Yun Zhang, Xiuyuan Chen, Chengqi Li, Bo Wang 0162, Linghe Kong, Wenjia Wang, Weiran Huang 0001, Matthias H. Y. Tan. [doi]
• Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General GraphsKai Wang 0057, Siqiang Luo, Caihua Shan, Yifei Shen 0004. [doi]
• DrivingRecon: Large 4D Gaussian Reconstruction Model For Autonomous DrivingHao Lu 0009, Tianshuo Xu, Wenzhao Zheng, Yunpeng Zhang, Wei Zhan, Dalong Du, Masayoshi Tomizuka, Kurt Keutzer, Yingcong Chen. [doi]
• Transforming Generic Coder LLMs to Effective Binary Code Embedding Models for Similarity DetectionLitao Li, Leo Song, Steven H. H. Ding, Benjamin C. M. Fung, Philippe Charland. [doi]
• Monoculture or Multiplicity: Which Is It?Mila Gorecki, Moritz Hardt. [doi]
• MARS: A Malignity-Aware Backdoor Defense in Federated LearningWei Wan, Yuxuan Ning, Zhicong Huang, Cheng Hong 0001, Shengshan Hu, Ziqi Zhou 0001, Yechao Zhang, Tianqing Zhu, Wanlei Zhou 0001, Leo Yu Zhang. [doi]
• TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial ImageryZhiHao Wang, Cooper Li, Ruichen Wang, Lei Ma, George C. Hurtt, Xiaowei Jia, Gengchen Mai, Zhili Li, Yiqun Xie. [doi]
• ReAgent-V: A Reward-Driven Multi-Agent Framework for Video UnderstandingYiyang Zhou, Yangfan He, Yaofeng Su, Siwei Han, Joel Jang, Gedas Bertasius, Mohit Bansal, Huaxiu Yao. [doi]
• Improving Deep Learning for Accelerated MRI With Data FilteringKang Lin, Anselm Krainovic, Kun Wang, Reinhard Heckel. [doi]
• Less is More: Unlocking Specialization of Time Series Foundation Models via Structured PruningLifan Zhao, Yanyan Shen, Zhaoyang Liu, Xue Wang, Jiaji Deng. [doi]
• A Stable Whitening Optimizer for Efficient Neural Network TrainingKevin Frans, Sergey Levine, Pieter Abbeel. [doi]
• MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal StructuresElena Zamaraeva, Christopher M. Collins 0003, George R. Darling, Matthew S. Dyer, Bei Peng, Rahul Savani, Dmytro Antypov, Vladimir V. Gusev, Judith Clymo, Paul G. Spirakis, Matthew J. Rosseinsky. [doi]
• Do-PFN: In-Context Learning for Causal Effect EstimationJake Robertson, Arik Reuter, Siyuan Guo 0003, Noah Hollmann, Frank Hutter, Bernhard Schölkopf. [doi]
• iFinder: Structured Zero-Shot Vision-Based LLM Grounding for Dash-Cam Video ReasoningManyi Yao, Bingbing Zhuang, Sparsh Garg, Amit K. Roy Chowdhury, Christian R. Shelton, Manmohan Chandraker, Abhishek Aich. [doi]
• Foresight: Adaptive Layer Reuse for Accelerated and High-Quality Text-to-Video GenerationMuhammad Adnan, Nithesh kurella, Akhil Arunkumar, Prashant J. Nair. [doi]
• Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data BootstrappingPu Yang, Yunzhen Feng, Ziyuan Chen, Yuhang Wu, Zhuoyuan Li. [doi]
• TabDPT: Scaling Tabular Foundation Models on Real DataJunwei Ma, Valentin Thomas, Rasa Hosseinzadeh, Alex Labach, Jesse C. Cresswell, Keyvan Golestan, Guangwei Yu, Anthony L. Caterini, Maksims Volkovs. [doi]
• Emerging Risks from Embodied AI Require Urgent Policy ActionJared Perlo, Alexander Robey, Fazl Barez, Jakob Mökander. [doi]
• Oryx: a Scalable Sequence Model for Many-Agent Coordination in Offline MARLJuan Claude Formanek, Omayma Mahjoub, Louay Ben Nessir, Sasha Abramowitz, Ruan John de Kock, Wiem Khlifi, Daniel Rajaonarivonivelomanantsoa, Simon du Toit, Arnol Fokam, Siddarth Singh, Ulrich A. Mbou Sob, Félix Chalumeau, Arnu Pretorius. [doi]
• AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender SystemsYu Shang, Peijie Liu 0001, Yuwei Yan, Zijing Wu, Leheng Sheng, Yuanqing Yu, Chumeng Jiang, An Zhang 0014, Fengli Xu, Yu Wang 0002, Min Zhang, Yong Li 0008. [doi]
• Valid Inference with Imperfect Synthetic DataYewon Byun, Shantanu Gupta, Zachary C. Lipton, Rachel Leah Childers, Bryan Wilder. [doi]
• Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language NavigationZihan Wang, Seungjun Lee, Gim Hee Lee. [doi]
• AutoPartGen: Autoregressive 3D Part Generation and DiscoveryMinghao Chen, Jianyuan Wang, Roman Shapovalov, Tom Monnier, Hyunyoung Jung 0003, Dilin Wang, Rakesh Ranjan, Iro Laina, Andrea Vedaldi. [doi]
• Towards Building Model/Prompt-Transferable Attackers against Large Vision-Language ModelsXiaowen Cai 0001, Daizong Liu, Xiaoye Qu, Xiang Fang, Jianfeng Dong, Keke Tang, Pan Zhou 0001, Lichao Sun 0001, Wei Hu 0003. [doi]
• Miss-ReID: Delivering Robust Multi-Modality Object Re-Identification Despite Missing ModalitiesRuida Xi. [doi]
• Rooms from Motion: Un-posed Indoor 3D Object Detection as Localization and MappingJustin Lazarow, Kai Kang, Afshin Dehghan. [doi]
• Pixel-Perfect Depth with Semantics-Prompted Diffusion TransformersGangwei Xu, Haotong Lin, Hongcheng Luo, Xianqi Wang 0001, Jingfeng Yao, Lianghui Zhu, Yuechuan Pu, Cheng Chi, Haiyang Sun, Bing Wang, Guang Chen, Hangjun Ye, Sida Peng, Xin Yang 0008. [doi]
• Fused View-Time Attention and Feedforward Reconstruction for 4D Scene GenerationChaoyang Wang 0001, Ashkan Mirzaei, Vidit Goel, Willi Menapace, Aliaksandr Siarohin, Michael Vasilkovsky, Ivan Skorokhodov, Vladislav Shakhrai, Sergei Korolev, Sergey Tulyakov, Peter Wonka. [doi]
• Private Online Learning against an Adaptive Adversary: Realizable and Agnostic SettingsBo Li, Wei Wang, Peng Ye. [doi]
• SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual GroundingZhao Jin, Rong-Cheng Tu, Jingyi Liao, Wenhao Sun, Xiao Luo 0001, Shunyu Liu 0001, Dacheng Tao. [doi]
• SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement LearningPeixian Ma, Xialie Zhuang, Chengjin Xu, Xuhui Jiang, Ran Chen, Jian Guo. [doi]
• Zero-shot Denoising via Neural Compression: Theoretical and algorithmic frameworkAli Zafari, Xi Chen, Shirin Jalali. [doi]
• Comprehensive Assessment and Analysis for NSFW Content Erasure in Text-to-Image Diffusion modelsDie Chen, Zhiwen Li 0001, Cen Chen 0001, Yuexiang Xie, Xiaodan Li, Jinyan Ye, Yingda Chen, Yaliang Li. [doi]
• Self Forcing: Bridging the Train-Test Gap in Autoregressive Video DiffusionXun Huang, Zhengqi Li, Guande He, Mingyuan Zhou, Eli Shechtman. [doi]
• PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video GenerationChen Wang 0049, Chuhao Chen 0005, Yiming Huang 0011, Zhiyang Dou, Yuan Liu 0025, Jiatao Gu, Lingjie Liu. [doi]
• Exploration via Feature Perturbation in Contextual BanditsSeouh-won Yi, Min-hwan Oh. [doi]
• Learning Multi-Source and Robust Representations for Continual LearningFei Ye 0004, YongCheng Zhong, Qihe Liu, Adrian G. Bors, Jingling Sun, Rongyao Hu, Shijie Zhou 0002. [doi]
• DePass: Unified Feature Attributing by Simple Decomposed Forward PassXiangyu Hong, Che Jiang, Kai Tian, Biqing Qi, Youbang Sun, Ning Ding 0002, Bowen Zhou 0002. [doi]
• Online robust locally differentially private learning for nonparametric regressionChenfei Gu, Qiangqiang Zhang, Ting Li, Jinhan Xie, Niansheng Tang. [doi]
• ALE-Bench: A Benchmark for Long-Horizon Objective-Driven Algorithm EngineeringYuki Imajuku, Kohki Horie, Yoichi Iwata, Kensho Aoki, Naohiro Takahashi, Takuya Akiba. [doi]
• Online Mixture of Experts: No-Regret Learning for Optimal Collective Decision-MakingLarkin Liu, Jalal Etesami. [doi]
• Meta-D2AG: Causal Graph Learning with Interventional Dynamic DataTian Gao 0007, Songtao Lu, Junkyu Lee 0001, Elliot Nelson, Debarun Bhattacharjya, Yue Yu 0011, Miao Liu 0001. [doi]
• Equivariant Eikonal Neural Networks: Grid-Free, Scalable Travel-Time Prediction on Homogeneous SpacesAlejandro García-Castellanos, David R. Wessels, Nicky J. van den Berg, Remco Duits, Daniël M. Pelt, Erik Bekkers. [doi]
• Deeper with Riemannian Geometry: Overcoming Oversmoothing and Oversquashing for Graph Foundation ModelsLi Sun 0008, Zhenhao Huang 0001, Ming Zhang, Philip S. Yu. [doi]
• Latent Principle Discovery for Language Model Self-ImprovementKeshav Ramji, Tahira Naseem, Ramón Fernandez Astudillo. [doi]
• Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet ProcessTsai Hor Chan, Feng Wu, Yihang Chen 0001, Guosheng Yin, Lequan Yu. [doi]
• Flow Equivariant Recurrent Neural NetworksAndy Keller. [doi]
• Dynamic and Chemical Constraints to Enhance the Molecular Masked Graph AutoencodersJiahui Zhang, Wenjie Du 0003, Yang Wang 0015. [doi]
• Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented ReasoningYaorui Shi, Sihang Li 0002, Chang Wu 0003, Zhiyuan Liu 0001, Junfeng Fang, Hengxing Cai, An Zhang 0003, Xiang Wang 0010. [doi]
• Revisiting End-to-End Learning with Slide-level Supervision in Computational PathologyWenhao Tang, Rong Qin, Heng Fang, Fengtao Zhou, Hao Chen, Xiang Li 0041, Ming-Ming Cheng. [doi]
• OOD-Barrier: Build a Middle-Barrier for Open-Set Single-Image Test Time Adaptation via Vision Language ModelsBoyang Peng, Sanqing Qu, Tianpei Zou, Fan Lu 0001, Ya Wu, Kai Chen, Siheng Chen, Yong Wu, Guang Chen 0001. [doi]
• SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image EditingSung-Hoon Yoon 0001, Minghan Li, Gaspard Beaudouin, Congcong Wen, Muhammad Rafay Azhar, Mengyu Wang. [doi]
• Data Mixing Can Induce Phase Transitions in Knowledge AcquisitionXinran Gu, Kaifeng Lyu, Jiazheng Li 0015, Jingzhao Zhang. [doi]
• Extracting task-relevant preserved dynamics from contrastive aligned neural recordingsYiqi Jiang, Kaiwen Sheng, Yujia Gao, Estefany Kelly Buchanan, Yu Shikano, Seung Je Woo, Yixiu Zhao, Tony Hyun Kim, Fatih Dinc, Scott W. Linderman, Mark J. Schnitzer. [doi]
• Privacy Reasoning in Ambiguous ContextsRen Yi, Octavian Suciu, Adrià Gascón, Sarah Meiklejohn, Eugene Bagdasarian, Marco Gruteser. [doi]
• HO-Cap: A Capture System and Dataset for 3D Reconstruction and Pose Tracking of Hand-Object InteractionJikai Wang, Qifan Zhang, Yu-Wei Chao, Bowen Wen, Xiaohu Guo, Yu Xiang 0001. [doi]
• DisMo: Disentangled Motion Representations for Open-World Motion TransferThomas Ressler-Antal, Frank Fundel, Malek Ben Alaya, Stefan Andreas Baumann, Felix Krause 0002, Ming Gui, Björn Ommer. [doi]
• Asymmetric Dual Self-Distillation for 3D Self-Supervised Representation LearningRemco F. Leijenaar, Hamidreza Kasaei 0001. [doi]
• GSO: Challenging Software Optimization Tasks for Evaluating SWE-AgentsManish Shetty, Naman Jain, Jinjian Liu, Vijay Kethanaboyina, Koushik Sen, Ion Stoica. [doi]
• Solving Partial Differential Equations via Radon Neural OperatorWenbin Lu, Yihan Chen, Junnan Xu, Wei Li, Junwei Zhu, Jianwei Zheng 0001. [doi]
• Concentration and excess risk bounds for imbalanced classification with synthetic oversamplingTouqeer Ahmad, Mohammadreza M. Kalan, François Portier, Gilles Stupfler. [doi]
• PointMapPolicy: Structured Point Cloud Processing for Multi-Modal Imitation LearningXiaogang Jia, Qian Wang, Anrui Wang, Han A. Wang, Balázs Gyenes, Emiliyan Gospodinov, Xinkai Jiang, Ge Li, Hongyi Zhou, Weiran Liao, Xi Huang, Maximilian Beck, Moritz Reuss, Rudolf Lioutikov, Gerhard Neumann. [doi]
• Online Locally Differentially Private Conformal Prediction via Binary InquiriesQiangqiang Zhang, Chenfei Gu, Xinwei Feng, Jinhan Xie, Ting Li. [doi]
• DyFlow: Dynamic Workflow Framework for Agentic ReasoningYanbo Wang 0005, Zixiang Xu, Yue Huang 0001, Xiangqi Wang, Zirui Song, Lang Gao, Chenxi Wang 0001, Robert Tang, Yue Zhao 0016, Arman Cohan, Xiangliang Zhang 0001, Xiuying Chen. [doi]
• Learning Orthogonal Multi-Index Models: A Fine-Grained Information Exponent AnalysisYunwei Ren, Jason D. Lee. [doi]
• Machine Unlearning via Task Simplex ArithmeticJunhao Dong 0001, Hao Zhu 0010, Yifei Zhang, Xinghua Qu, Yew-Soon Ong, Piotr Koniusz. [doi]
• Neural Evolution Strategy for Black-box Pareto Set LearningChengyu Lu, Zhenhua Li 0005, Xi Lin 0001, Ji Cheng, Qingfu Zhang 0001. [doi]
• Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language ModelsAnuja Negi, Subba Reddy Oota, Anwar Nunez-Elizalde, Manish Gupta 0001, Fatma Deniz. [doi]
• Learning in Stackelberg Mean Field Games: A Non-Asymptotic AnalysisSihan Zeng, Benjamin Patrick Evans, Sujay Bhatt, Leo Ardon, Sumitra Ganesh, Alec Koppel. [doi]
• Sequential Attention-based Sampling for Histopathological AnalysisTarun Gogisetty, Naman Malpani, Gugan Thoppe, Sridharan Devarajan. [doi]
• Omnipresent Yet Overlooked: Heat Kernels in Combinatorial Bayesian OptimizationColin Doumont, Victor Picheny, Viacheslav Borovitskiy, Henry B. Moss. [doi]
• Blackbox Model Provenance via Palimpsestic Membership InferenceRohith Kuditipudi, Jing Huang 0014, Sally Zhu, Diyi Yang, Christopher Potts, Percy Liang. [doi]
• Real-DRL: Teach and Learn at RuntimeYanbing Mao, Yihao Cai, Lui Sha. [doi]
• Shape-Informed Clustering of Multi-Dimensional Functional Data via Deep Functional AutoencodersSamuel V. Singh, Shirley Coyle, Mimi Zhang. [doi]
• Sample-Adaptivity Tradeoff in On-Demand SamplingNika Haghtalab, Omar Montasser, Mingda Qiao. [doi]
• PLANA3R: Zero-shot Metric Planar 3D Reconstruction via Feed-forward Planar SplattingChangkun Liu 0001, Bin Tan 0002, Zeran Ke, Shangzhan Zhang, Jiachen Liu, Ming Qian, Nan Xue 0001, Yujun Shen, Tristan Braud. [doi]
• BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity SystemsAndy K. Zhang, Joey Ji, Celeste Menders, Riya Dulepet, Thomas Qin, Ron Yifeng Wang, Junrong Wu, Kyleen Liao, Jiliang Li, Jinghan Hu, Sara Hong, Nardos Demilew, Shivatmica Murgai, Jason Tran, Nishka Kacheria, Ethan Ho, Denis Liu, Lauren McLane, Olivia Bruvik, Dai-Rong Han, Seungwoo Kim, Akhil Vyas, Cuiyuanxiu Chen, Ryan Li, Weiran Xu, Jonathan Z. Ye, Prerit Choudhary, Siddharth M. Bhatia, Vikram Sivashankar, Yuxuan Bao, Dawn Song, Dan Boneh, Daniel E. Ho, Percy Liang. [doi]
• CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and GenerationKavana Venkatesh, Connor Dunlop, Pinar Yanardag. [doi]
• Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning ModelsSoumya Suvra Ghosal, Souradip Chakraborty, Avinash Reddy, Yifu Lu, Mengdi Wang 0001, Dinesh Manocha, Furong Huang, Mohammad Ghavamzadeh, Amrit Singh Bedi. [doi]
• Regret Lower Bounds for Decentralized Multi-Agent Stochastic Shortest Path ProblemsUtkarsh U. Chavan, Prashant Trivedi, Nandyala Hemachandra. [doi]
• PiKE: Adaptive Data Mixing for Large-Scale Multi-Task Learning Under Low Gradient ConflictsZeman Li, Yuan Deng, Peilin Zhong, Meisam Razaviyayn, Vahab Mirrokni. [doi]
• VisualLens: Personalization through Task-Agnostic Visual HistoryWang Bill Zhu, Deqing Fu, Kai Sun 0006, Yi Lu, Zhaojiang Lin, Seungwhan Moon, Kanika Narang, Mustafa Canim, Yue Liu, Anuj Kumar, Xin Dong 0001. [doi]
• Shortcutting Pre-trained Flow Matching Diffusion Models is Almost Free LunchXu Cai, Yang Wu, Qianli Chen, Haoran Wu, Lichuan Xiang, Hongkai Wen 0001. [doi]
• Incentivizing Desirable Effort Profiles in Strategic Classification: The Role of Causality and UncertaintyValia Efthymiou, Chara Podimata, Diptangshu Sen, Juba Ziani. [doi]
• Drag-and-Drop LLMs: Zero-Shot Prompt-to-WeightsZhiyuan Liang, Dongwen Tang, Yuhao Zhou 0004, Xuanlei Zhao, Mingjia Shi, Wangbo Zhao, Zekai Li, Peihao Wang, Konstantin Schürholt, Damian Borth, Michael M. Bronstein, Yang You 0001, Zhangyang (Atlas) Wang, Kai Wang 0036. [doi]
• Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous ControlZijie Xu 0008, Tong Bu, Zecheng Hao, Jianhao Ding, Zhaofei Yu. [doi]
• Semantic Retrieval Augmented Contrastive Learning for Sequential RecommendationZiqiang Cui, Yunpeng Weng, Xing Tang 0007, Xiaokun Zhang 0001, Shiwei Li 0002, Peiyang Liu, Bowei He, Dugang Liu, Weihong Luo, Xiuqiang He 0001, Chen Ma 0001. [doi]
• Less is More: Improving LLM Alignment via Preference Data SelectionXun Deng, Han Zhong, Rui Ai 0004, Fuli Feng, Zheng Wang 0027, Xiangnan He 0001. [doi]
• SEAL: Semantic-Aware Hierarchical Learning for Generalized Category DiscoveryZhenqi He, Yuanpei Liu, Kai Han 0001. [doi]
• Provable Watermarking for Data Poisoning AttacksYifan Zhu, Lijia Yu, Xiao-Shan Gao. [doi]
• Robust Policy Expansion for Offline-to-Online RL under Diverse Data CorruptionLongxiang He, Deheng Ye, Junbo Tan, Xueqian Wang 0001, Li Shen 0008. [doi]
• Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order AlgorithmsYinuo Ren, Haoxuan Chen, Yuchen Zhu, Wei Guo, Yongxin Chen, Grant M. Rotskoff, Molei Tao, Lexing Ying. [doi]
• TRAP: Targeted Redirecting of Agentic PreferencesHangoo Kang, Jehyeok Yeon, Gagandeep Singh 0001. [doi]
• Efficient PAC Learning for Realizable-Statistic Models via Convex SurrogatesShivani Agarwal 0001. [doi]
• Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language ModelsSophia Simeng Han, Howard Dai, Stephen Xia, Grant Zhang, Chen Liu 0020, Lichang Chen, Hoang Huy Nguyen, Hongyuan Mei, Jiayuan Mao, R. Thomas McCoy. [doi]
• MindForge: Empowering Embodied Agents with Theory of Mind for Lifelong Cultural LearningMircea Lica, Ojas Shirekar, Baptiste Colle, Chirag Raman. [doi]
• Quantization Error Propagation: Revisiting Layer-Wise Post-Training QuantizationYamato Arai, Yuma Ichikawa. [doi]
• When and how can inexact generative models still sample from the data manifold?Nisha Chandramoorthy, Adriaan de Clercq. [doi]
• How Different from the Past? Spatio-Temporal Time Series Forecasting with Self-Supervised Deviation LearningHaotian Gao, Zheng Dong 0006, Jiawei Yong, Shintaro Fukushima, Kenjiro Taura, Renhe Jiang. [doi]
• SRHand: Super-Resolving Hand Images and 3D Shapes via View/Pose-aware Neural Image Representations and Explicit MeshesMinje Kim, Tae-Kyun Kim 0001. [doi]
• Are Greedy Task Orderings Better Than Random in Continual Linear Regression?Matan Tsipory, Ran Levinstein, Itay Evron, Mark Kong, Deanna Needell, Daniel Soudry. [doi]
• Dense Backpropagation Improves Training for Sparse Mixture-of-ExpertsAshwinee Panda, Vatsal Baherwani, Zain Sarwar, Benjamin Thérien, Sambit Sahu, Tom Goldstein, Supriyo Chakraborty. [doi]
• EnzyControl: Adding Functional and Substrate-Specific Control for Enzyme Backbone GenerationChao Song, Zhiyuan Liu, Han Huang, Liang Wang, Qiong Wang, Jian-Yu Shi, Hui Yu 0011, Yihang Zhou, Yang Zhang. [doi]
• AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document UnderstandingAhmed Masry, Juan A. Rodríguez, Tianyu Zhang, Suyuchen Wang, Chao Wang, Aarash Feizi, Akshay Kalkunte Suresh, Abhay Puri, Xiangru Jian, Pierre-André Noël, Sathwik Tejaswi Madhusudhan, Marco Pedersoli, Bang Liu 0003, Nicolas Chapados, Yoshua Bengio, Enamul Hoque, Chris Pal, Issam Hadj Laradji, David Vázquez 0001, Perouz Taslakian, Spandana Gella, Sai Rajeswar Mudumba. [doi]
• Price of Parsimony: Complexity of Fourier Sparsity TestingArijit Ghosh, Manmatha Roy. [doi]
• Robustness in Both Domains: CLIP Needs a Robust Text EncoderElías Abad-Rocamora, Christian Schlarmann, Naman Deep Singh, Yongtao Wu, Matthias Hein 0001, Volkan Cevher. [doi]
• Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical StudyZhengyu Hu, Jianxun Lian, Zheyuan Xiao, Seraphina Zhang, Tianfu Wang 0002, Nicholas Jing Yuan, Xing Xie 0001, Hui Xiong 0001. [doi]
• Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective ComputingQingzhu Zhang, Jiani Zhong, Zongsheng Li, Xinke Shen, Quanying Liu. [doi]
• Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring ModelsDilxat Muhtar, Enzhuo Zhang, Zhenshi Li, Feng Gu, Yanglangxing He, Pengfeng Xiao, Xueliang Zhang 0002. [doi]