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NeurIPS 2025: all accepted papers

5,819 papers · page 10 of 59 · the most cited first · ← NeurIPS 2025

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  1. Seeing in the Dark: Benchmarking Egocentric 3D Vision with the Oxford Day-and-Night Dataset ↗Zirui Wang, Wenjing Bian, Xinghui Li et al.2 citations
  2. Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models ↗Yiran Guo, Lijie Xu, Jie Liu et al.2 citations
  3. Sekai: A Video Dataset towards World Exploration ↗Zhen Li, Chuanhao Li, Xiaofeng Mao et al.2 citations
  4. SemCoT: Accelerating Chain-of-Thought Reasoning through Semantically-Aligned Implicit Tokens ↗Yinhan He, Wendy Zheng, Yaochen Zhu et al.2 citations
  5. Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation ↗Ziqiang Cui, Yunpeng Weng, Xing Tang et al.2 citations
  6. Shallow Diffuse: Robust and Invisible Watermarking through Low-Dim Subspaces in Diffusion Models ↗Wenda Li, Huijie Zhang, Qing Qu2 citations
  7. SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning ↗Wanjia Zhao, Mert Yüksekgönül, Shirley Wu et al.2 citations
  8. Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling ↗Yitian Chen, Jingfan Xia, Siyu Shao et al.2 citations
  9. Spatial Understanding from Videos: Structured Prompts Meet Simulation Data ↗Haoyu Zhang, Meng Liu, Zaijing Li et al.2 citations
  10. SpecEdge: Scalable Edge-Assisted Serving Framework for Interactive LLMs ↗Jinwoo Park, Seunggeun Cho, Dongsu Han2 citations
  11. Spectral Convolutional Conditional Neural Processes ↗Peiman Mohseni, Nick G. Duffield2 citations
  12. Spiking Neural Networks Need High-Frequency Information ↗Yuetong Fang, Deming Zhou, Ziqing Wang et al.2 citations
  13. StateSpaceDiffuser: Bringing Long Context to Diffusion World Models ↗Nedko Savov, Naser Kazemi, Deheng Zhang et al.2 citations
  14. Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health ↗Pavel Dolin, Weizhi Li, Gautam Dasarathy et al.2 citations
  15. Statistics Caching Test-Time Adaptation for Vision-Language Models ↗Zenghao Guan, Yucan Zhou, Wu Liu et al.2 citations
  16. Stop DDoS Attacking the Research Community with AI-Generated Survey Papers ↗Jianghao Lin, Rong Shan, Jiachen Zhu et al.2 citations
  17. Subsampled Ensemble Can Improve Generalization Tail Exponentially ↗Huajie Qian, Donghao Ying, Henry Lam et al.2 citations
  18. SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications ↗Gabriele Oliaro, Zhihao Jia, Daniel Campos et al.2 citations
  19. S²Q-VDiT: Accurate Quantized Video Diffusion Transformer with Salient Data and Sparse Token Distillation ↗Weilun Feng, Haotong Qin, Chuanguang Yang et al.2 citations
  20. T1: A Tool-Oriented Conversational Dataset for Multi-Turn Agentic Planning ↗Amartya Chakraborty, Paresh Dashore, Nadia Bathaee et al.2 citations
  21. T2SMark: Balancing Robustness and Diversity in Noise-as-Watermark for Diffusion Models ↗Jindong Yang, Han Fang, Weiming Zhang et al.2 citations
  22. TC-Light: Temporally Coherent Generative Rendering for Realistic World Transfer ↗Yang Liu, Chuanchen Luo, Zimo Tang et al.2 citations
  23. TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation ↗Yehjin Shin, Jeongwhan Choi, Seojin Kim et al.2 citations
  24. TabSTAR: A Tabular Foundation Model for Tabular Data with Text Fields ↗Alan Arazi, Eilam Shapira, Roi Reichart2 citations
  25. Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models ↗Jun Ling, Qi Yao, Tao Huang et al.2 citations
  26. Taccel: Scaling Up Vision-based Tactile Robotics via High-performance GPU Simulation ↗Yuyang Li, Wenxin Du, Chang Yu et al.2 citations
  27. Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving ↗Xuan Chen, Shiwei Feng, Zikang Xiong et al.2 citations
  28. Test-Time Adaptive Object Detection with Foundation Model ↗Yingjie Gao, Yanan Zhang, Zhi Cai et al.2 citations
  29. The Best Instruction-Tuning Data are Those That Fit ↗Dylan Zhang, Qirun Dai, Hao Ming Peng2 citations
  30. The Curse of Depth in Large Language Models ↗Wenfang Sun, Xinyuan Song, Pengxiang Li et al.2 citations
  31. The Fluorescent Veil: A Stealthy and Effective Physical Adversarial Patch Against Traffic Sign Recognition ↗Shuai Yuan, Xingshuo Han, Hongwei Li et al.2 citations
  32. The Hawthorne Effect in Reasoning Models: Evaluating and Steering Test Awareness ↗Sahar Abdelnabi, Ahmed Salem2 citations
  33. The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models ↗Lijun Sheng, Jian Liang, Ran He et al.2 citations
  34. The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization ↗Jae-Won Chung, Jianhua Ma, Ruofan Wu et al.2 citations
  35. The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control ↗Ruili Feng, Han Zhang, Zhilei Shu et al.2 citations
  36. The Persistence of Neural Collapse Despite Low-Rank Bias ↗Connall Garrod, Jonathan P. Keating2 citations
  37. The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning ↗Xinyu Zhu, Mengzhou Xia, Zhepei Wei et al.2 citations
  38. Think before Recommendation: Autonomous Reasoning-enhanced Recommender ↗Xiaoyu Kong, Junguang Jiang, Bin Liu et al.2 citations
  39. Thinking vs. Doing: Improving Agent Reasoning by Scaling Test-Time Interaction ↗Jun-Hong Shen, Hao Bai, Lunjun Zhang et al.2 citations
  40. Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series ↗Ching Chang, Jeehyun Hwang, Yidan Shi et al.2 citations
  41. TimeEmb: A Lightweight Static-Dynamic Disentanglement Framework for Time Series Forecasting ↗Mingyuan Xia, Chunxu Zhang, Zijian Zhang et al.2 citations
  42. Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task ↗Sunqi Fan, Jiashuo Cui, Meng-Hao Guo et al.2 citations
  43. Torch-Uncertainty: Deep Learning Uncertainty Quantification ↗Adrien Lafage, Olivier Laurent, Firas Gabetni et al.2 citations
  44. Touch in the Wild: Learning Fine-Grained Manipulation with a Portable Visuo-Tactile Gripper ↗Xinyue Zhu, Binghao Huang, Yunzhu Li2 citations
  45. Toward Relative Positional Encoding in Spiking Transformers ↗Changze Lv, Yansen Wang, Dongqi Han et al.2 citations
  46. Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy ↗Xiaoxiao Ma, Feng Zhao, Pengyang Ling et al.2 citations
  47. Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs ↗I N JAE LEE, W. D. Park, Jinhee Jang et al.2 citations
  48. Towards Doctor-Like Reasoning: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients ↗Yuxing Lu, Gecheng Fu, Wei Wu et al.2 citations
  49. Towards Fully FP8 GEMM LLM Training at Scale ↗Alejandro Hernández-Cano, Dhia Garbaya, Imanol Schlag et al.2 citations
  50. Towards General Continuous Memory for Vision-Language Models ↗Wenyi Wu, Zixuan Song, Kun Zhou et al.2 citations
  51. Towards Large-Scale In-Context Reinforcement Learning by Meta-Training in Randomized Worlds ↗Fan Wang, Pengtao Shao, Yiming Zhang et al.2 citations
  52. Towards Realistic Earth-Observation Constellation Scheduling: Benchmark and Methodology ↗Luting Wang, Yinghao Xiang, Hongliang Huang et al.2 citations
  53. Tracing Back the Malicious Clients in Poisoning Attacks to Federated Learning ↗Yuqi Jia, Minghong Fang, Hongbin Liu et al.2 citations
  54. Tracking and Understanding Object Transformations ↗Yihong Sun, Xinyu Yang, Jennifer J. Sun et al.2 citations
  55. Training Language Models to Reason Efficiently ↗Daman Arora, Andrea Zanette2 citations
  56. Training a Scientific Reasoning Model for Chemistry ↗S. Narayanan, James D. Braza, Ryan‐Rhys Griffiths et al.2 citations
  57. Training-Free Efficient Video Generation via Dynamic Token Carving ↗Yuechen Zhang, Jinbo Xing, bin xia et al.2 citations
  58. Transfer Faster, Price Smarter: Minimax Dynamic Pricing under Cross-Market Preference Shift ↗Yi Zhang, Elynn Chen, Yan Yujun2 citations
  59. Traversal Verification for Speculative Tree Decoding ↗Yepeng Weng, Qiao Hu, X. J. Chen et al.2 citations
  60. Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards ↗Xiaoyuan Liu, Tian Liang, Zhiwei He et al.2 citations
  61. Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection ↗Herun Wan, Jiaying Wu, Minnan Luo et al.2 citations
  62. UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes ↗Yuang Meng, Xin Jin, Lina Lei et al.2 citations
  63. Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation ↗Xiaoyu Yue, Zidong Wang, Yuqing Wang et al.2 citations
  64. Understanding LLM Behaviors via Compression: Data Generation, Knowledge Acquisition and Scaling Laws ↗Zhixuan Pan, Shaowen Wang, Liao Pengfei et al.2 citations
  65. UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation ↗Rui Tian, Mingfei Gao, Mingze Xu et al.2 citations
  66. UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning ↗Ye Liu, Zongyang Ma, Junfu Pu et al.2 citations
  67. UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection ↗Jigang Fan, Quanlin Wu, Shengjie Luo et al.2 citations
  68. Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy ↗Bogdan Kulynych, Juan Felipe Gomez, Georgios A. Kaissis et al.2 citations
  69. Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models ↗Siwei Zhang, Yun Xiong, Yateng Tang et al.2 citations
  70. Universal Video Temporal Grounding with Generative Multi-modal Large Language Models ↗Zeqian Li, Shangzhe Di, Zhonghua Zhai et al.2 citations
  71. Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations ↗Chaofan Gan, Yuanpeng Tu, Xi Chen et al.2 citations
  72. Unlocking hidden biomolecular conformational landscapes in diffusion models at inference time ↗Daniel D. Richman, Jessica Karaguesian, Carl‐Mikael Suomivuori et al.2 citations
  73. Unveiling Environmental Sensitivity of Individual Gains in Influence Maximization ↗Xinyan Su, Zhiheng Zhang, Jiyan Qiu et al.2 citations
  74. UrbanIng-V2X: A Large-Scale Multi-Vehicle, Multi-Infrastructure Dataset Across Multiple Intersections for Cooperative Perception ↗Karthikeyan Chandra Sekaran, Markus Geisler, Dominik Rößle et al.2 citations
  75. V2V: Scaling Event-Based Vision through Efficient Video-to-Voxel Simulation ↗Hanyue Lou, Jinxiu Liang, Minggui Teng et al.2 citations
  76. VADTree: Explainable Training-Free Video Anomaly Detection via Hierarchical Granularity-Aware Tree ↗Wenlong Li, Yifei Xu, Yuan Rao et al.2 citations
  77. VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents ↗Kangrui Wang, Pingyue Zhang, Zihan Wang et al.2 citations
  78. VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single Image ↗Sicheng Xu, Guojun Chen, Jiaolong Yang et al.2 citations
  79. VITA-Audio: Fast Interleaved Audio-Text Token Generation for Efficient Large Speech-Language Model ↗Zuwei Long, Yunhang Shen, Chaoyou Fu et al.2 citations
  80. VT-FSL: Bridging Vision and Text with LLMs for Few-Shot Learning ↗Wenhao Li, Qiangchang Wang, Xianjing Meng et al.2 citations
  81. Valid Inference with Imperfect Synthetic Data ↗Yewon Byun, Shantanu Gupta, Zachary C. Lipton et al.2 citations
  82. Value-Guided Decision Transformer: A Unified Reinforcement Learning Framework for Online and Offline Settings ↗Hongling Zheng, Li Chun Shen, Yong Luo et al.2 citations
  83. VeriThoughts: Enabling Automated Verilog Code Generation using Reasoning and Formal Verification ↗Patrick Yubeaton, Andre Nakkab, Weihua Xiao et al.2 citations
  84. Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs ↗Xuannan Liu, Zekun Li, Zheqi He et al.2 citations
  85. VideoCAD: A Dataset and Model for Learning Long‑Horizon 3D CAD UI Interactions from Video ↗King Yiu Brandon Man, Ghadi Nehme, Md Ferdous Alam et al.2 citations
  86. ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models ↗Zixun Fang, Kai Zhu, Zhiheng Liu et al.2 citations
  87. VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning ↗Senqiao Yang, Junyi Li, Xin Lai et al.2 citations
  88. Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI Detection ↗양찬형, Taehoon Song, Jihwan Park et al.2 citations
  89. Visual Instruction Bottleneck Tuning ↗Changdae Oh, Jiatong Li, Shawn Im et al.2 citations
  90. Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting ↗Anand Bhattad, Konpat Preechakul, Alexei A. Efros2 citations
  91. Visual Structures Help Visual Reasoning: Addressing the Binding Problem in LVLMs ↗Ahmad Izadi, Mohammadali Banayeeanzade, Fatemeh Askari et al.2 citations
  92. Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought ↗Zihui Cheng, Qiguang Chen, Xiao Xu et al.2 citations
  93. Walking the Tightrope: Autonomous Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning ↗Xiaoyu Yang, Jie Lü, En Yu2 citations
  94. We Should Chart an Atlas of All the World's Models ↗Eliahu Horwitz, Nitzan Kurer, Jonathan Kahana et al.2 citations
  95. WearVQA: A Visual Question Answering Benchmark for Wearables in Egocentric Authentic Real-world scenarios ↗Eun Chang, Zhuangqun Huang, Yiwei Liao et al.2 citations
  96. Web-Scale Collection of Video Data for 4D Animal Reconstruction ↗Brian Nlong Zhao, Jiajun Wu, Shangzhe Wu2 citations
  97. WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch ↗Zimu Lu, Yun Jin Yang, Houxing Ren et al.2 citations
  98. What Does It Take to Build a Performant Selective Classifier? ↗Stephan Rabanser, Nicolas Papernot2 citations
  99. What Makes a Reward Model a Good Teacher? An Optimization Perspective ↗Noam Razin, Zixuan Wang, Hubert Strauss et al.2 citations
  100. When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding ↗Shu Yan, Huiyan Lin, Yexin Liu et al.2 citations

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