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NeurIPS 2025: all accepted papers

5,819 papers · page 19 of 59 · the most cited first · ← NeurIPS 2025

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  1. Recurrent Attention-based Token Selection for Efficient Streaming Video-LLMs ↗Evangelos Dorovatas, Soroush Seifi, Gunshi Gupta et al.1 citation
  2. Redundancy-Aware Test-Time Graph Out-of-Distribution Detection ↗Yue Hou, He Zhu, Ruomei Liu et al.1 citation
  3. Refusal Direction is Universal Across Safety-Aligned Languages ↗Xinpeng Wang, Mingyang Wang, Yihong Liu et al.1 citation
  4. Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values ↗R. Teal Witter, Yurong Liu, Christopher Musco1 citation
  5. Regularized least squares learning with heavy-tailed noise is minimax optimal ↗Mattes Mollenhauer, Nicole Mücke, Dimitri Meunier et al.1 citation
  6. Reinforced Active Learning for Large-Scale Virtual Screening with Learnable Policy Model ↗Yicong Chen, Jiahua Rao, Jiancong Xie et al.1 citation
  7. Reinforcement Learning Finetunes Small Subnetworks in Large Language Models ↗Sagnik Mukherjee, Lifan Yuan, Dilek Z. Hakkani-Tur et al.1 citation
  8. Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding ↗Hanyin Wang, Zhenbang Wu, Gururaj Kolar et al.1 citation
  9. Reinforcement Learning with Action Chunking ↗Qiyang Li, Zhiyuan Zhou, Sergey Levine1 citation
  10. ReliabilityRAG: Effective and Provably Robust Defense for RAG-based Web-Search ↗Zeyu Shen, Basileal Imana, Tong Wu et al.1 citation
  11. Rendering-Aware Reinforcement Learning for Vector Graphics Generation ↗Juan Rodriguez, Haotian Zhang, Abhay Puri et al.1 citation
  12. Replicable Online Learning ↗Saba Ahmadi, Siddharth Bhandari, Avrim L. Blum1 citation
  13. Repo2Run: Automated Building Executable Environment for Code Repository at Scale ↗Ruida Hu, Chao Peng, Xinchen Wang et al.1 citation
  14. Representation-Level Counterfactual Calibration for Debiased Zero-Shot Recognition ↗Pei Peng, Ming-Kun Xie, Hang Hao et al.1 citation
  15. Resource-Constrained Federated Continual Learning: What Does Matter? ↗Yichen Li, Yuying Wang, Jiahua Dong et al.1 citation
  16. Rethinking Approximate Gaussian Inference in Classification ↗Bálint Mucsányi, Nathaël Da Costa, Philipp Hennig1 citation
  17. Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates ↗Hang Chen, Jiayíng Zhu, Xinyu Yang et al.1 citation
  18. Rethinking Hebbian Principle: Low-Dimensional Structural Projection for Unsupervised Learning ↗Shikuang Deng, Jiayuan Zhang, Yuhang Wu et al.1 citation
  19. Rethinking Multimodal Learning from the Perspective of Mitigating Classification Ability Disproportion ↗Qing-Yuan Jiang, Longfei Huang, Yang Yang1 citation
  20. Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees ↗Fu Luo, Yaoxin Wu, Zhi Guo Zheng et al.1 citation
  21. Rethinking Nighttime Image Deraining via Learnable Color Space Transformation ↗Qiyuan Guan, Xiang Chen, Guiyue Jin et al.1 citation
  22. Rethinking Out-of-Distribution Detection and Generalization with Collective Behavior Dynamics ↗Zhenbin Wang, Lei Zhang, Wei Huang et al.1 citation
  23. Rethinking Scale-Aware Temporal Encoding for Event-based Object Detection ↗Lin Zhu, Tengyu Long, Xiao Wang et al.1 citation
  24. Retrv-R1: A Reasoning-Driven MLLM Framework for Universal and Efficient Multimodal Retrieval ↗Lanyun Zhu, Deyi Ji, Tianrun Chen et al.1 citation
  25. Revisiting Bi-Linear State Transitions in Recurrent Neural Networks ↗Reza Ebrahimi, Roland Memisevic1 citation
  26. Revisiting Generative Infrared and Visible Image Fusion Based on Human Cognitive Laws ↗Lin Guo, Xiaoqing Luo, Wei Xie et al.1 citation
  27. Revisiting Glorot Initialization for Long-Range Linear Recurrences ↗Noga Bar, Mariia Seleznova, Yotam Alexander et al.1 citation
  28. Revisiting Semi-Supervised Learning in the Era of Foundation Models ↗Ping Zhang, Zheda Mai, Quang-Huy (Percy) Nguyen et al.1 citation
  29. Reward Reasoning Models ↗Jiaxin Guo, Zewen Chi, Li Dong et al.1 citation
  30. Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry ↗Antoine Collas, Ce Ju, Nicolas Salvy et al.1 citation
  31. Right for the Right Reasons: Avoiding Reasoning Shortcuts via Prototypical Neurosymbolic AI ↗Luca Andolfi, Eleonora Giunchiglia1 citation
  32. RoboCerebra: A Large-scale Benchmark for Long-horizon Robotic Manipulation Evaluation ↗Songhao Han, Boxiang Qiu, Yue Liao et al.1 citation
  33. RoboScape: Physics-informed Embodied World Model ↗Yu Shang, Xin Zhang, Yinzhou Tang et al.1 citation
  34. Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models ↗Matvei Popov, Peter Robicheaux, Anish Madan et al.1 citation
  35. Robust Distributed Estimation: Extending Gossip Algorithms to Ranking and Trimmed Means ↗Anna van Elst, Igor Colin, Stéphan Clémençon1 citation
  36. Robust SuperAlignment: Weak-to-Strong Robustness Generalization for Vision-Language Models ↗Junhao Dong, Cong Zhang, Xinghua Qu et al.1 citation
  37. Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods ↗Isha Puri, Shivchander Sudalairaj, Guangxuan Xu et al.1 citation
  38. Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning ↗Haozhen Zhang, Tao Feng, Jiaxuan You1 citation
  39. RrED: Black-box Unsupervised Domain Adaptation via Rectifying-reasoning Errors of Diffusion ↗Yuwu Lu, Chunzhi Liu1 citation
  40. RvLLM: LLM Runtime Verification with Domain Knowledge ↗Yedi Zhang, Sun Yi Emma, Annabelle Lee Jia En et al.1 citation
  41. SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs ↗Jinhong Deng, Wen Li, Joey Tianyi Zhou et al.1 citation
  42. SCoT: Unifying Consistency Models and Rectified Flows via Straight-Consistent Trajectories ↗zhangkai wu, Xuhui Fan, Hongyu Wu et al.1 citation
  43. SDPGO: Efficient Self-Distillation Training Meets Proximal Gradient Optimization ↗Tongtong Su, Yun Liao, Fengbo Zheng1 citation
  44. SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks ↗Hwiwon Lee, Ziqi Zhang, Hanxiao Lu et al.1 citation
  45. SHAP zero Explains Biological Sequence Models with Near-zero Marginal Cost for Future Queries ↗Darin Tsui, Aryan Musharaf, Yigit Efe Erginbas et al.1 citation
  46. SONAR: Long-Range Graph Propagation Through Information Waves ↗Alessandro Trenta, Alessio Gravina, Davide Bacciu1 citation
  47. SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models ↗Yibo Wang, Guangda Huzhang, Qingguo Chen et al.1 citation
  48. SPARTAN: A Sparse Transformer World Model Attending to What Matters ↗Anson Lei, Bernhard Schölkopf, Ingmar Posner1 citation
  49. SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding ↗Yangxuan Zhou, Sha Zhao, Jiquan Wang et al.1 citation
  50. SSTAG: Structure-Aware Self-Supervised Learning Method for Text-Attributed Graphs ↗Ruyue Liu, Rong Yin, Xiangzhen Bo et al.1 citation
  51. STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology ↗Barathi Subramanian, Rathinaraja Jeyaraj, Mitchell Peterson et al.1 citation
  52. STEAD: Robust Provably Secure Linguistic Steganography with Diffusion Language Model ↗Yuang Qi, Na Zhao, Qiyi Yao et al.1 citation
  53. STEER-ME: Assessing the Microeconomic Reasoning of Large Language Models ↗Narun Raman, Taylor Lundy, Thiago Amin et al.1 citation
  54. STNet: Spectral Transformation Network for Solving Operator Eigenvalue Problem ↗Hong Wang, Yixuan Jiang, Jie Wang et al.1 citation
  55. ST²360D: Spatial-to-Temporal Consistency for Training-free 360 Monocular Depth Estimation ↗Zidong Cao, Jinjing Zhu, Hao Ai et al.1 citation
  56. SVRPBench: A Realistic Benchmark for Stochastic Vehicle Routing Problem ↗Ahmed Heakl, Yahia Salaheldin Shaaban, Salem Lahlou et al.1 citation
  57. SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios ↗Lingwei Dang, Ruizhi Shao, Hongwen Zhang et al.1 citation
  58. SYMPHONY: Synergistic Multi-agent Planning with Heterogeneous Language Model Assembly ↗Wei Zhu, Zhiwen Tang, Kun Yue1 citation
  59. SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-then-Restore Mechanism ↗Beitao Chen, Xinyu Lyu, shengming yuan et al.1 citation
  60. Safety Pretraining: Toward the Next Generation of Safe AI ↗Pratyush Maini, Sachin Goyal, Dylan Sam et al.1 citation
  61. Salient Concept-Aware Generative Data Augmentation ↗Tianchen Zhao, Xuanbai Chen, Zhihua Li et al.1 citation
  62. Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in VLMs ↗Yaniv Nikankin, Dana Arad, Yossi Gandelsman et al.1 citation
  63. Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function ↗Maria-Florina Balcan, Anh Nguyen, Dravyansh Sharma1 citation
  64. Sampling 3D Molecular Conformers with Diffusion Transformers ↗J. Thorben Frank, Winfried Ripken, Gregor Lied et al.1 citation
  65. Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities ↗Can Rong, Xin Zhang, Yanxin Xi et al.1 citation
  66. Scalable Fingerprinting of Large Language Models ↗Anshul Nasery, Jonathan Hayase, Creston Brooks et al.1 citation
  67. Scalable inference of functional neural connectivity at submillisecond timescales ↗Arina Medvedeva, Edoardo Balzani, Alex H. Williams et al.1 citation
  68. Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching ↗Zhong Li, Qi Zhong Huang, Yuxuan Zhu et al.1 citation
  69. ScaleDiff: Higher-Resolution Image Synthesis via Efficient and Model-Agnostic Diffusion ↗Sungho Koh, SeungJu Cha, Hyunwoo Oh et al.1 citation
  70. Scaling Laws for Robust Comparison of Open Foundation Language-Vision Models and Datasets ↗Marianna Nezhurina, Tomer Porian, Giovanni Puccetti et al.1 citation
  71. Scaling Off-Policy Reinforcement Learning with Batch and Weight Normalization ↗Daniel Palenicek, FLORIAN M. VOGT, Joe Watson et al.1 citation
  72. Scaling Speculative Decoding with Lookahead Reasoning ↗Yichao Fu, Rui Ge, Zelei Shao et al.1 citation
  73. Scaling Up Parameter Generation: A Recurrent Diffusion Approach ↗Kai Wang, Dongwen Tang, Wangbo Zhao et al.1 citation
  74. ScatterAD: Temporal-Topological Scattering Mechanism for Time Series Anomaly Detection ↗Tao Yin, S. Fu, Zhibin Zhang et al.1 citation
  75. SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation ↗Zhenyuan Qin, Xincheng Shuai, Henghui Ding1 citation
  76. Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning ↗Yaorui Shi, Sihang Li, Chang Zhong Wu et al.1 citation
  77. Secure and Confidential Certificates of Online Fairness ↗Olive Franzese, Ali Shahin Shamsabadi, Carter Luck et al.1 citation
  78. Seeing through Uncertainty: Robust Task-Oriented Optimization in Visual Navigation ↗Yiyuan Pan, Yunzhe Xu, Zhe Liu et al.1 citation
  79. Seeking and Updating with Live Visual Knowledge ↗Mingyang Fu, Yuyang Peng, Dongping Chen et al.1 citation
  80. SegGraph: Leveraging Graphs of SAM Segments for Few-Shot 3D Part Segmentation ↗Yueyang Hu, Haiyong Jiang, Haoxuan Song et al.1 citation
  81. Selective Omniprediction and Fair Abstention ↗Sílvia Casacuberta, Varun Kanade1 citation
  82. Self-Challenging Language Model Agents ↗Yifei Zhou, Sergey Levine, Jason Weston et al.1 citation
  83. Self-Supervised Direct Preference Optimization for Text-to-Image Diffusion Models ↗Liang Peng, Boxi Wu, Haoran Cheng et al.1 citation
  84. Self-Supervised Selective-Guided Diffusion Model for Old-Photo Face Restoration ↗Wenjie Li, Xiangyi Wang, Heng Guo et al.1 citation
  85. Self-Verifying Reflection Helps Transformers with CoT Reasoning ↗Zhongwei Yu, Wannian Xia, Xue Yan et al.1 citation
  86. Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation ↗Divyanshu Mishra, Mohammadreza Salehi, Pramit Saha et al.1 citation
  87. Semantic Surgery: Zero-Shot Concept Erasure in Diffusion Models ↗Lexiang Xiong, Liu Chengyu, Jingwen Ye et al.1 citation
  88. Semantic and Visual Crop-Guided Diffusion Models for Heterogeneous Tissue Synthesis in Histopathology ↗Saghir Alfasly, Wataru Uegami, MD ENAMUL HOQ et al.1 citation
  89. Semi-Supervised Regression with Heteroscedastic Pseudo-Labels ↗Xueqing Sun, Renzhen Wang, Quanziang Wang et al.1 citation
  90. Semi-off-Policy Reinforcement Learning for Vision-Language Slow-Thinking Reasoning ↗Junhao Shen, Haiteng Zhao, Yuzhe Gu et al.1 citation
  91. Semi-supervised Graph Anomaly Detection via Robust Homophily Learning ↗Guoguo Ai, Hezhe Qiao, Hui Yan et al.1 citation
  92. Sequential Multi-Agent Dynamic Algorithm Configuration ↗Chen Lu, Ke Xue, Lei Yuan et al.1 citation
  93. Shape-Informed Clustering of Multi-Dimensional Functional Data via Deep Functional Autoencoders ↗Samuel V. Singh, Shirley Coyle, Mimi Zhang1 citation
  94. ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling ↗Shuyuan Zhang, Chenhan Jiang, Zuoou Li et al.1 citation
  95. Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents ↗Yun Hua, Haosheng Chen, Shiqin Wang et al.1 citation
  96. Sherlock: Self-Correcting Reasoning in Vision-Language Models ↗Yijie Ding, Ruqi Zhang1 citation
  97. Sim-LLM: Optimizing LLM Inference at the Edge through Inter-Task KV Reuse ↗Ruikun Luo, Changwei Gu, Qiang He et al.1 citation
  98. SimWorld-Robotics: Synthesizing Photorealistic and Dynamic Urban Environments for Multimodal Robot Navigation and Collaboration ↗Yan Zhuang, Jiawei Ren, Xiaokang Ye et al.1 citation
  99. SimWorld: An Open-ended Simulator for Agents in Physical and Social Worlds ↗Xiaokang Ye, Jiawei Ren, Yan Zhuang et al.1 citation
  100. Simple Distillation for One-Step Diffusion Models ↗Huaisheng Zhu, Teng Xiao, Shijie Zhou et al.1 citation

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