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NeurIPS 2025: all accepted papers

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

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  1. From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes ↗Long Ma, Zhiyuan Yan, Jin Xu et al.3 citations
  2. GPLQ: A General, Practical, and Lightning QAT Method for Vision Transformers ↗Guang Liang, Xinyao Liu, Jianxin Wu3 citations
  3. GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling ↗Jialong Zhou, Lichao Wang, Xiao Yang3 citations
  4. GaussianFusion: Gaussian-Based Multi-Sensor Fusion for End-to-End Autonomous Driving ↗Shuai Liu, Quanmin Liang, Zefeng Li et al.3 citations
  5. Gaze-VLM: Bridging Gaze and VLMs through Attention Regularization for Egocentric Understanding ↗Anupam Pani, Yanchao Yang3 citations
  6. Genesis: Multimodal Driving Scene Generation with Spatio-Temporal and Cross-Modal Consistency ↗Xiangyu Guo, Zhanqian Wu, Kaixin Xiong et al.3 citations
  7. Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation ↗Edward Fish, Richard Bowden3 citations
  8. GeoVideo: Introducing Geometric Regularization into Video Generation Model ↗Yunpeng Bai, Shaoheng Fang, Chaohui Yu et al.3 citations
  9. GoRA: Gradient-driven Adaptive Low Rank Adaptation ↗haonan he, Peng Ye, Yuchen Ren et al.3 citations
  10. HAIF-GS: Hierarchical and Induced Flow-Guided Gaussian Splatting for Dynamic Scene ↗Jianing Chen, Zehao Li, Yujun Cai et al.3 citations
  11. HCRMP: An LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving ↗Zhiwen Chen, Bo Leng, Zhuoren Li et al.3 citations
  12. Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning ↗Tianyi Bai, Yuxuan Fan, Jiantao Qiu et al.3 citations
  13. HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance ↗Jiazi Bu, Peng Ling, Yujie Zhou et al.3 citations
  14. Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation ↗Harold Haodong Chen, Haojian Huang, Qifeng Chen et al.3 citations
  15. HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location ↗Ting Sun, Penghan Wang, Fan Lai3 citations
  16. ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression ↗Tom Burgert, Oliver Vincent Leon Stoll, Paolo Rota et al.3 citations
  17. InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation ↗Jinlai Liu, Jian Han, Bin Yan et al.3 citations
  18. Injecting Frame-Event Complementary Fusion into Diffusion for Optical Flow in Challenging Scenes ↗Haonan Wang, Hanyu Zhou, Haoyue Liu et al.3 citations
  19. InstructSAM: A Training-free Framework for Instruction-Oriented Remote Sensing Object Recognition ↗Yijie Zheng, Weijie Wu, Qingyun Li et al.3 citations
  20. Jamais Vu: Exposing the Generalization Gap in Supervised Semantic Correspondence ↗Octave Mariotti, Zhipeng Du, Yash Sanjay Bhalgat et al.3 citations
  21. KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems ↗Hancheng Ye, Zhengqi Gao, Mingyuan Ma et al.3 citations
  22. Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering ↗yuyang Hong, Jiaqi Gu, Qi Yang et al.3 citations
  23. LLM-PySC2: Starcraft II learning environment for Large Language Models ↗Zongyuan Li, Yanan Ni, Runnan Qi et al.3 citations
  24. LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis ↗Berkay Döner, Thorir Mar Ingolfsson, L. Benini et al.3 citations
  25. Large Language Models Miss the Multi-agent Mark ↗Emanuele La Malfa, Gabriele La Malfa, Samuele Marro et al.3 citations
  26. Learning Skill-Attributes for Transferable Assessment in Video ↗Kumar Ashutosh, Kristen Grauman3 citations
  27. Learning to Factorize Spatio-Temporal Foundation Models ↗Siru Zhong, Junjie Qiu, Yangyu Wu et al.3 citations
  28. Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings ↗Yehya Farhat, Hamza ElMokhtar Shili, Fangshuo Liao et al.3 citations
  29. LiteReality: Graphics-Ready 3D Scene Reconstruction from RGB-D Scans ↗Zhening Huang, Xiaoyang Wu, Fangcheng Zhong et al.3 citations
  30. Lorentz Local Canonicalization: How to make any Network Lorentz-Equivariant ↗Jonas Spinner, Luigi Favaro, Peter Lippmann et al.3 citations
  31. LuxDiT: Lighting Estimation with Video Diffusion Transformer ↗Ruofan Liang, Kai He, Žan Gojčič et al.3 citations
  32. MEGADance: Mixture-of-Experts Architecture for Genre-Aware 3D Dance Generation ↗Kaixing Yang, Xulong Tang, Ziqiao Peng et al.3 citations
  33. MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation ↗Bohan Zhou, Yi Zhan, Zhongbin Zhang et al.3 citations
  34. MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging ↗Zihuan Qiu, Yidong Xu, Chiyuan He et al.3 citations
  35. MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM ↗Bowen Dong, Minheng Ni, Zitong Huang et al.3 citations
  36. MLZero: A Multi-Agent System for End-to-end Machine Learning Automation ↗Haoyang Fang, Boran Han, Nick Erickson et al.3 citations
  37. MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix ↗Ziyang Ma, Yinghao Ma, Yanqiao Zhu et al.3 citations
  38. MR. Video: MapReduce as an Effective Principle for Long Video Understanding ↗Ziqi Pang, Yu-Xiong Wang3 citations
  39. Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research ↗A. Feder Cooper, Christopher A. Choquette-Choo, Miranda Bogen et al.3 citations
  40. Mask Image Watermarking ↗Runyi Hu, Jie Zhang, Shiqian Zhao et al.3 citations
  41. Measuring AI Ability to Complete Long Software Tasks ↗Thomas Kwa, Ben West, Joël Becker et al.3 citations
  42. MedSG-Bench: A Benchmark for Medical Image Sequences Grounding ↗Jingkun Yue, Siqi Zhang, Zinan Jia et al.3 citations
  43. Memory Injection Attacks on LLM Agents via Query-Only Interaction ↗Shen Dong, Shaochen Xu, Pengfei He et al.3 citations
  44. Merging on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging ↗Anke Tang, Enneng Yang, Li Chun Shen et al.3 citations
  45. MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems ↗Xuanming Zhang, Yuxuan Chen, Samuel (Min-Hsuan) Yeh et al.3 citations
  46. Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge ↗Boyu Gou, Zanming Huang, Yuting Ning et al.3 citations
  47. Mint: A Simple Test-Time Adaptation of Vision-Language Models against Common Corruptions ↗Wenxuan Bao, Ruxi Deng, Jingrui He3 citations
  48. Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models ↗Xiyuan Zhang, Danielle C. Maddix, Junming Yin et al.3 citations
  49. Mix Data or Merge Models? Balancing the Helpfulness, Honesty, and Harmlessness of Large Language Model via Model Merging ↗J. Joshua Yang, Dingnan Jin, Anke Tang et al.3 citations
  50. Modeling Cell Dynamics and Interactions with Unbalanced Mean Field Schrödinger Bridge ↗Zhenyi Zhang, Zihan Wang, Yuhao Sun et al.3 citations
  51. Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment ↗Chia-Yu Liu, Wenfang Yao, Jing Qin et al.3 citations
  52. NAUTILUS: A Large Multimodal Model for Underwater Scene Understanding ↗Wei Xu, Yucheng Wang, Dingkang Liang et al.3 citations
  53. NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI ↗Cosmin I. Bercea, Jun Li, Philipp Raffler et al.3 citations
  54. NerfBaselines: Consistent and Reproducible Evaluation of Novel View Synthesis Methods ↗Jonáš Kulhánek, Torsten Sattler3 citations
  55. Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models ↗Luca Eyring, Shyamgopal Karthik, Alexey Dosovitskiy et al.3 citations
  56. Noise Matters: Optimizing Matching Noise for Diffusion Classifiers ↗Yanghao Wang, Long Chen3 citations
  57. Normal-Abnormal Guided Generalist Anomaly Detection ↗Y Wang, Xiaolei Wang, Yizheng Gong et al.3 citations
  58. Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models ↗Dar-Yen Chen, Hmrishav Bandyopadhyay, Kai Zou et al.3 citations
  59. OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain ↗Wenzhen Yue, Yongxin Liu, Hao Wang et al.3 citations
  60. OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates ↗Jinpei Guo, Yifei Ji, Zheng Chen et al.3 citations
  61. OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation ↗Mengkang Hu, Yuhang Zhou, Wendong Fan et al.3 citations
  62. Object-Centric Representation Learning for Enhanced 3D Semantic Scene Graph Prediction ↗KunHo Heo, GiHyun Kim, Suyeon Kim et al.3 citations
  63. OctoNet: A Large-Scale Multi-Modal Dataset for Human Activity Understanding Grounded in Motion-Captured 3D Pose Labels ↗Dongsheng Yuan, Xie Zhang, Weiying Hou et al.3 citations
  64. OmniGaze: Reward-inspired Generalizable Gaze Estimation in the Wild ↗Hongyu Qu, Jianan Wei, Xiangbo Shu et al.3 citations
  65. On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity ↗Quentin Bertrand, Anne Gagneux, Mathurin Massias et al.3 citations
  66. One-Step Diffusion-Based Image Compression with Semantic Distillation ↗Naifu Xue, Zhaoyang Jia, Jiahao Li et al.3 citations
  67. Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning ↗Yana Wei, Liang Zhao, Jianjian Sun et al.3 citations
  68. OpenCUA: Open Foundations for Computer-Use Agents ↗Xinyuan Wang, Bowen Wang, Dunjie Lu et al.3 citations
  69. OpenHOI: Open-World Hand-Object Interaction Synthesis with Multimodal Large Language Model ↗Zhenhao Zhang, Shi Ye, Lingxiao Yang et al.3 citations
  70. PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models ↗Shi Qiu, Shaoyang Guo, Zhuo-Yang Song et al.3 citations
  71. Parameter Efficient Fine-tuning via Explained Variance Adaptation ↗Fabian Paischer, Lukas Hauzenberger, Thomas Schmied et al.3 citations
  72. ParetoQ: Improving Scaling Laws in Extremely Low-bit LLM Quantization ↗Zechun Liu, Changsheng Zhao, Hanxian Huang et al.3 citations
  73. PlayerOne: Egocentric World Simulator ↗Yuanpeng Tu, Hao Luo, Xi Chen et al.3 citations
  74. Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning ↗Minheng Ni, Zhengyuan Yang, Linjie Li et al.3 citations
  75. PolyPose: Deformable 2D/3D Registration via Polyrigid Transformations ↗Vivek Gopalakrishnan, Neel Dey, Polina Golland3 citations
  76. Position: Benchmarking is Broken - Don't Let AI be Its Own Judge ↗Zerui Cheng, Stella Wohnig, Ruchika Gupta et al.3 citations
  77. Pro3D-Editor: A Progressive-Views Perspective for Consistent and Precise 3D Editing ↗Zheng Wen Yang, Mengqi Huang, Nan Chen et al.3 citations
  78. Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control ↗Zhipeng Xu, Tong Bu, Zecheng Hao et al.3 citations
  79. PseuZO: Pseudo-Zeroth-Order Algorithm for Training Deep Neural Networks ↗Pengyun Yue, Xuanlin Yang, Mingqing Xiao et al.3 citations
  80. Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models ↗Dilxat Muhtar, Enzhuo Zhang, Zhenshi Li et al.3 citations
  81. Quantifying and Alleviating Co-Adaptation in Sparse-View 3D Gaussian Splatting ↗Kangjie Chen, Yingji Zhong, Zhihao Li et al.3 citations
  82. REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites ↗Divyansh Garg, Diego Caples, Andis Draguns et al.3 citations
  83. REArtGS: Reconstructing and Generating Articulated Objects via 3D Gaussian Splatting with Geometric and Motion Constraints ↗Di Wu, Liu Liu, Zhou Linli et al.3 citations
  84. REOBench: Benchmarking Robustness of Earth Observation Foundation Models ↗Xiang Li, Yong Qing Tao, Siyuan Zhang et al.3 citations
  85. RFMPose: Generative Category-level Object Pose Estimation via Riemannian Flow Matching ↗Wenzhe Ouyang, Qi Ye, Jinghua Wang et al.3 citations
  86. RLGF: Reinforcement Learning with Geometric Feedback for Autonomous Driving Video Generation ↗Tianyi Yan, Wencheng Han, Xia Zhou et al.3 citations
  87. ROGR: Relightable 3D Objects using Generative Relighting ↗Jiapeng Tang, Matthew Levine, Dor Verbin et al.3 citations
  88. RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Rank Correlation between Labels ↗Zhiqiang Kou, Yucheng Xie, Hailin Wang et al.3 citations
  89. ReMA: Learning to Meta-Think for LLMs with Multi-agent Reinforcement Learning ↗Ziyu Wan, Yunxiang Li, Xiaoyu Wen et al.3 citations
  90. Reasoning Gym: Reasoning Environments for Reinforcement Learning with Verifiable Rewards ↗Zafir Stojanovski, Oliver Stanley, Joe Sharratt et al.3 citations
  91. Register and [CLS] tokens induce a decoupling of local and global features in large ViTs ↗Alexander Lappe, Martin A. Giese3 citations
  92. Repurposing Marigold for Zero-Shot Metric Depth Estimation via Defocus Blur Cues ↗Chinmay Talegaonkar, Nikhil Gandudi Suresh, Zachary Novack et al.3 citations
  93. ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code ↗Tianyu Hua, Harper Hua, Violet Xiang et al.3 citations
  94. Rethinking Evaluation of Infrared Small Target Detection ↗Youwei Pang, Xiaoqi Zhao, Lihe Zhang et al.3 citations
  95. RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval ↗Di Liu, Meng Chen, Baotong Lu et al.3 citations
  96. Revisiting Logit Distributions for Reliable Out-of-Distribution Detection ↗Jiachen Liang, Ruibing Hou, Minyang Hu et al.3 citations
  97. Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor ↗Alexandra Olteanu, Su Lin Blodgett, Agathe Balayn et al.3 citations
  98. RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness ↗Fanhu Zeng, Haiyang Guo, Fei Zhu et al.3 citations
  99. R²ec: Towards Large Recommender Models with Reasoning ↗Runyang You, Yongqi Li, Xinyu Lin et al.3 citations
  100. SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning ↗Peixian Ma, Xialie Zhuang, Chengjin Xu et al.3 citations

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