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NeurIPS 2025: all accepted papers

5,819 papers · page 3 of 59 · the most cited first · ← NeurIPS 2025

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  1. FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding ↗Chongjun Tu, Lin Zhang, Pengtao Chen et al.5 citations
  2. ForceVLA: Enhancing VLA Models with a Force-aware MoE for Contact-rich Manipulation ↗Jiawen Yu, H X Liu, Qiaojun Yu et al.5 citations
  3. GRIT: Teaching MLLMs to Think with Images ↗Yue Fan, Xuehai He, Diji Yang et al.5 citations
  4. GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents ↗Yuqi Zhou, Sunhao Dai, Shuai Wang et al.5 citations
  5. Group-in-Group Policy Optimization for LLM Agent Training ↗Lang Feng, Zhenghai Xue, Tingcong Liu et al.5 citations
  6. Hyperbolic Fine-Tuning for Large Language Models ↗Menglin Yang, Ram B, Aosong Feng et al.5 citations
  7. JAFAR: Jack up Any Feature at Any Resolution ↗Paul Couairon, Loïck Chambon, Louis Serrano et al.5 citations
  8. Joint‑Embedding vs Reconstruction: Provable Benefits of Latent Space Prediction for Self‑Supervised Learning ↗Hugues Van Assel, Mark Ibrahim, Tommaso Biancalani et al.5 citations
  9. Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better ↗Danny Driess, Jost Tobias Springenberg, Brian Ichter et al.5 citations
  10. Less but More: Linear Adaptive Graph Learning Empowering Spatiotemporal Forecasting ↗Jiaming Ma, Binwu Wang, Guanjun Wang et al.5 citations
  11. MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning ↗Xinyan Chen, Renrui Zhang, Dongzhi Jiang et al.5 citations
  12. MathArena: Evaluating LLMs on Uncontaminated Math Competitions ↗Mislav Balunović, Jasper Dekoninck, Ivo Petrov et al.5 citations
  13. MedChain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence ↗Jie Liu, Wenxuan Wang, Zizhan Ma et al.5 citations
  14. Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving ↗Daoguang Zan, Zhirong Huang, Wei Liu et al.5 citations
  15. OS-Harm: A Benchmark for Measuring Safety of Computer Use Agents ↗Thomas Kuntz, Agatha Duzan, Hao Zhao et al.5 citations
  16. OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data ↗Yiren Song, Cheng Liu, Mike Zheng Shou5 citations
  17. OmniSVG: A Unified Scalable Vector Graphics Generation Model ↗Yiying Yang, Wei Cheng, Sijin Chen et al.5 citations
  18. Optimized Minimal 3D Gaussian Splatting ↗Joo Chan Lee, Jong Hwan Ko, Eunbyung Park5 citations
  19. PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring ↗Wang Wang, Xiao Yang, Qingyong Hu et al.5 citations
  20. QiMeng-CodeV-R1: Reasoning-Enhanced Verilog Generation ↗Yaoyu Zhu, Di Huang, Hanqi Lyu et al.5 citations
  21. REPA Works Until It Doesn’t: Early-Stopped, Holistic Alignment Supercharges Diffusion Training ↗Ziqiao Wang, Wangbo Zhao, Yuhao Zhou et al.5 citations
  22. REVE: A Foundation Model for EEG - Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects ↗Yassine El Ouahidi, Jonathan Lys, Philipp Thölke et al.5 citations
  23. RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers ↗Yan Gong, Yiren Song, Yicheng Li et al.5 citations
  24. Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think ↗Ge Wu, Shen Zhang, Ruijing Shi et al.5 citations
  25. Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology ↗Wenhao Tang, Rong Qin, Heng Fang et al.5 citations
  26. SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation ↗Claudia Cuttano, Gabriele Trivigno, Giuseppe Averta et al.5 citations
  27. SE-GUI: Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning ↗Xinbin Yuan, Jian Zhang, Kaixin Li et al.5 citations
  28. SWE-smith: Scaling Data for Software Engineering Agents ↗John Yang, K. Lieret, Carlos Jimenez et al.5 citations
  29. SceneWeaver: All-in-One 3D Scene Synthesis with an Extensible and Self-Reflective Agent ↗Yandan Yang, Baoxiong Jia, Shujie Zhang et al.5 citations
  30. SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation ↗Zekun Qi, Wenyao Zhang, Yufei Ding et al.5 citations
  31. ThermalGen: Style-Disentangled Flow-Based Generative Models for RGB-to-Thermal Image Translation ↗Jiuhong Xiao, Roshan Nayak, Ning Zhang et al.5 citations
  32. ToolRL: Reward is All Tool Learning Needs ↗Cheng Qian, Emre Can Acikgoz, Qi He et al.5 citations
  33. UniRelight: Learning Joint Decomposition and Synthesis for Video Relighting ↗Kai He, Ruofan Liang, Jacob Munkberg et al.5 citations
  34. VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning ↗Qiuchen Wang, Ruixue Ding, Yu Zeng et al.5 citations
  35. VTON-VLLM: Aligning Virtual Try-On Models with Human Preferences ↗Siqi Wan, Jingwen Chen, Qi Cai et al.5 citations
  36. Vision-centric Token Compression in Large Language Model ↗Ling Xing, Alex Jinpeng Wang, Rui Yan et al.5 citations
  37. What Can RL Bring to VLA Generalization? An Empirical Study ↗Jijia Liu, Feng Gao, 韦秉文 et al.5 citations
  38. X-Scene: Large-Scale Driving Scene Generation with High Fidelity and Flexible Controllability ↗Yang Yu, Alan Liang, Jianbiao Mei et al.5 citations
  39. A2Seek: Towards Reasoning-Centric Benchmark for Aerial Anomaly Understanding ↗Mengjingcheng Mo, Xinyang Tong, Mingpi Tan et al.4 citations
  40. ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representation Pretraining ↗Xincheng Yao, Yan Luo, Zefeng Qian et al.4 citations
  41. AREAL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning ↗Fu Wei, Jiaxuan Gao, Xujie Shen et al.4 citations
  42. AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems ↗Yu Shang, Peijie Liu, Yuwei Yan et al.4 citations
  43. AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding ↗Ahmed Masry, Juan Rodriguez, Tianyu Zhang et al.4 citations
  44. Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond) ↗Liwei Jiang, Yuanjun Chai, Margaret Li et al.4 citations
  45. Availability-aware Sensor Fusion via Unified Canonical Space ↗Dong-Hee Paek, Seung-Hyun Kong4 citations
  46. BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization ↗Xueyang Zhou, Guiyao Tie, Guowen Zhang et al.4 citations
  47. BlurDM: A Blur Diffusion Model for Image Deblurring ↗Jin-Ting He, Fu-Jen Tsai, Yan‐Tsung Peng et al.4 citations
  48. Boosting Generative Image Modeling via Joint Image-Feature Synthesis ↗Theodoros Kouzelis, Efstathios Karypidis, Ioannis Kakogeorgiou et al.4 citations
  49. BridgeVLA: Input-Output Alignment for Efficient 3D Manipulation Learning with Vision-Language Models ↗Peiyan Li, Yixiang Chen, Hongtao Wu et al.4 citations
  50. CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models ↗Zhihang Lin, Mingbao Lin, Yuan Xie et al.4 citations
  51. Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind ↗Qingmei Li, Yang Zhang, Zurong Mai et al.4 citations
  52. ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models ↗Liyan Tang, Grace Kim, Xinyu Zhao et al.4 citations
  53. ChatVLA-2: Vision-Language-Action Model with Open-World Reasoning ↗Zhongyi Zhou, Yichen Zhu, Xiaoyu Liu et al.4 citations
  54. ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference ↗Xiang Liu, Zhenheng Tang, Peijie Dong et al.4 citations
  55. Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning ↗Yinjie Wang, Ling Yang, Ye Tian et al.4 citations
  56. Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models ↗Michael Plainer, Hao Wu, Leon Klein et al.4 citations
  57. Continual Model Merging without Data: Dual Projections for Balancing Stability and Plasticity ↗Enneng Yang, Anke Tang, Li Chun Shen et al.4 citations
  58. CrossAD: Time Series Anomaly Detection with Cross-scale Associations and Cross-window Modeling ↗Beibu Li, Qichao Shentu, Yang Shu et al.4 citations
  59. DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos ↗Chieh Hubert Lin, Zhaoyang Lv, Songyin Wu et al.4 citations
  60. DP²O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution ↗Rongyuan Wu, Lingchen Sun, Zhengqiang Zhang et al.4 citations
  61. DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO ↗Jinyoung Park, Jeehye Na, Jinyoung Kim et al.4 citations
  62. EgoThinker: Unveiling Egocentric Reasoning with Spatio-Temporal CoT ↗Baoqi Pei, Yifei Huang, Jilan Xu et al.4 citations
  63. Extremely Simple Multimodal Outlier Synthesis for Out-of-Distribution Detection and Segmentation ↗M. H. Liu, Hao Dong, Jessica Kelly et al.4 citations
  64. Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling ↗Tianyi Tan, Yinan Zheng, Ruiming Liang et al.4 citations
  65. Free-Lunch Color-Texture Disentanglement for Stylized Image Generation ↗Jiang Qin, Alexandra Gomez-Villa, Senmao Li et al.4 citations
  66. From Experts to a Generalist: Toward General Whole-Body Control for Humanoid Robots ↗Yuxuan Wang, Ming Yang, Ziluo Ding et al.4 citations
  67. From Likelihood to Fitness: Improving Variant Effect Prediction in Protein and Genome Language Models ↗Charles W. J. Pugh, Paulina G. Nuñez-Valencia, Mafalda Dias et al.4 citations
  68. GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents ↗Qianhui Wu, Kanzhi Cheng, Rui Yang et al.4 citations
  69. Gaussian Herding across Pens: An Optimal Transport Perspective on Global Gaussian Reduction for 3DGS ↗Tao Wang, Mengyu Li, Geduo Zeng et al.4 citations
  70. Generalizing Verifiable Instruction Following ↗Valentina Pyatkin, Saumya Malik, Victoria Graf et al.4 citations
  71. HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning ↗Chuhao Zhou, Jianfei Yang4 citations
  72. HyRF: Hybrid Radiance Fields for Memory-efficient and High-quality Novel View Synthesis ↗Zipeng Wang, Dan Xu4 citations
  73. Imagine360: Immersive 360 Video Generation from Perspective Anchor ↗Jing Tan, Shuai Yang, Tong Wu et al.4 citations
  74. Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning ↗Yiqun Chen, Lingyong Yan, Weiwei Sun et al.4 citations
  75. Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing ↗Jaihoon Kim, Taehoon Yoon, Jisung Hwang et al.4 citations
  76. InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding ↗Minsoo Kim, Kyuhong Shim, Jungwook Choi et al.4 citations
  77. Instant4D: 4D Gaussian Splatting in Minutes ↗Zhanpeng Luo, Haoxi Ran, Li Lu4 citations
  78. InternScenes: A Large-scale Simulatable Indoor Scene Dataset with Realistic Layouts ↗Weipeng Zhong, Peizhou Cao, Yichen Jin et al.4 citations
  79. KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows ↗Zaifeng Pan, AJJKUMAR DAHYALAL PATEL, Yipeng Shen et al.4 citations
  80. KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse ↗Jingbo Yang, Bairu Hou, Wei Wei et al.4 citations
  81. LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers ↗Avisek Naug, Antonio Guillén, Vineet Kumar et al.4 citations
  82. Less is More: Improving LLM Alignment via Preference Data Selection ↗Xun Deng, Han Zhong, Rui Ai et al.4 citations
  83. Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation ↗Yuyang Wanyan, Xi Zhang, Haiyang Xu et al.4 citations
  84. MagCache: Fast Video Generation with Magnitude-Aware Cache ↗Zehong Ma, Longhui Wei, Feng Wang et al.4 citations
  85. Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning ↗Kai Jiang, Zhengyan Shi, Dell Zhang et al.4 citations
  86. Multiscale guidance of protein structure prediction with heterogeneous cryo-EM data ↗Rishwanth Raghu, Axel Levy, Gordon Wetzstein et al.4 citations
  87. OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding ↗Jingli Lin, Chenming Zhu, Runsen Xu et al.4 citations
  88. OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style Mimicking ↗Zhongjian Wang, Peng Zhang, Jinwei Qi et al.4 citations
  89. OmniTry: Virtual Try-On Anything without Masks ↗Yutong Feng, Linlin Zhang, Hengyuan Cao et al.4 citations
  90. OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation ↗Shenghai Yuan, Xianyi He, Yufan Deng et al.4 citations
  91. OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata ↗Oussema Dhaouadi, Riccardo Marin, Johannes Meier et al.4 citations
  92. PhysX-3D: Physical-Grounded 3D Asset Generation ↗Ziang Cao, Zhaoxi Chen, Liang Pan et al.4 citations
  93. Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints ↗Utkarsh Utkarsh, Pengfei Cai, Alan S. Edelman et al.4 citations
  94. PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference ↗Jiarui Fang, Jinzhe Pan, Aoyu Li et al.4 citations
  95. Pixel-Perfect Depth with Semantics-Prompted Diffusion Transformers ↗Gangwei Xu, Haotong Lin, Hongcheng Luo et al.4 citations
  96. QoQ-Med: Building Multimodal Clinical Foundation Models with Domain-Aware GRPO Training ↗David Dai, Peilin Chen, Chanakya Ekbote et al.4 citations
  97. R1-ShareVL: Incentivizing Reasoning Capabilities of Multimodal Large Language Models via Share-GRPO ↗Huanjin Yao, Qixiang Yin, Jingyi Zhang et al.4 citations
  98. Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2) ↗Zhenjie Yang, Xiaosong Jia, Qifeng Li et al.4 citations
  99. Reconstruct, Inpaint, Test-Time Finetune: Dynamic Novel-view Synthesis from Monocular Videos ↗Kaihua Chen, Tarasha Khurana, Deva Ramanan4 citations
  100. Reinforcement Learning for Reasoning in Large Language Models with One Training Example ↗Yiping Wang, Qing Kun Yang, Zhiyuan Zeng et al.4 citations

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