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NeurIPS 2025: all accepted papers

5,819 papers · page 6 of 59 · the most cited first · ← NeurIPS 2025

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  1. SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL ↗Yue Gong, Chuan Lei, Xiao Qin et al.3 citations
  2. STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds ↗Yinfang Chen, Jiaqi Pan, Jackson Clark et al.3 citations
  3. SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents ↗Ibragim Badertdinov, Alexander Golubev, Maksim Nekrashevich et al.3 citations
  4. Safe RLHF-V: Safe Reinforcement Learning from Multi-modal Human Feedback ↗Jiaming Ji, Xinyu Chen, Rui Pan et al.3 citations
  5. SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting ↗Mengjiao Ma, Qi Ma, Yue Li et al.3 citations
  6. SeePhys: Does Seeing Help Thinking? – Benchmarking Vision-Based Physics Reasoning ↗Kun Xiang, Heng Li, Terry Jingchen Zhang et al.3 citations
  7. Seeing the Arrow of Time in Large Multimodal Models ↗Zihui Xue, Mi Luo, Kristen Grauman3 citations
  8. Self-Adapting Language Models ↗Adam Zweiger, Jyothish Pari, Han Guo et al.3 citations
  9. ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models ↗Hongbo Liu, Jingwen He, Yi Jin et al.3 citations
  10. Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning ↗Chongyu Fan, Jiancheng Liu, Licong Lin et al.3 citations
  11. Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space ↗Zhen Zhang, Xuehai He, Weixiang Yan et al.3 citations
  12. Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning ↗Yong Liu, Zirui Zhu, Chaoyu Gong et al.3 citations
  13. SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning ↗Rui Pan, Yinwei Dai, Zhihao Zhang et al.3 citations
  14. Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning ↗Jie Cheng, Gang Xiong, Ruixi Qiao et al.3 citations
  15. Struct2D: A Perception-Guided Framework for Spatial Reasoning in MLLMs ↗Fangrui Zhu, Hanhui Wang, Yiming Xie et al.3 citations
  16. SuperCLIP: CLIP with Simple Classification Supervision ↗Weiheng Zhao, Zilong Huang, Jiashi Feng et al.3 citations
  17. Test-Time Scaling of Diffusion Models via Noise Trajectory Search ↗Vignav Ramesh, Morteza Mardani3 citations
  18. The Indra Representation Hypothesis for Multimodal Alignment ↗Jianglin Lu, Hailing Wang, Kuo Yang et al.3 citations
  19. The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning ↗Shivam Agarwal, Zimin Zhang, Lifan Yuan et al.3 citations
  20. TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop ↗Yushan Jiang, Wenchao Yu, Geon Lee et al.3 citations
  21. Token Embeddings Violate the Manifold Hypothesis ↗Michael Robinson, Sourya Dey, Tony Chiang3 citations
  22. Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs ↗Xingang Guo, Yaxin Li, Xiangyi Kong et al.3 citations
  23. Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs ↗Kai Wang, Siqiang Luo, Caihua Shan et al.3 citations
  24. Towards Single-Source Domain Generalized Object Detection via Causal Visual Prompts ↗Chen Li, Huiying Xu, Changxin Gao et al.3 citations
  25. Towards Understanding Camera Motions in Any Video ↗Zhiqiu Lin, Siyuan Cen, Daniel Jiang et al.3 citations
  26. TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery ↗Zhihao Wang, Cooper Li, Ruichen Wang et al.3 citations
  27. TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets ↗Yuzhe Yang, Yifei Zhang, Minghao Wu et al.3 citations
  28. U-CAN: Unsupervised Point Cloud Denoising with Consistency-Aware Noise2Noise Matching ↗Junsheng Zhou, XingYu Shi, Haichuan Song et al.3 citations
  29. UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents ↗Han Xiao, Guozhi Wang, Yuxiang Chai et al.3 citations
  30. Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling ↗Xiao Li, Zekai Zhang, Xiang Li et al.3 citations
  31. Unfolding the Black Box of Recurrent Neural Networks for Path Integration ↗Tianhao Chu, Yuntao Wu, Neil Burgess et al.3 citations
  32. Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition ↗Yu Li, Jin Jiang, Jianhua Zhu et al.3 citations
  33. UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation ↗Xiaoqi Zhao, Youwei Pang, Chenyang Yu et al.3 citations
  34. UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces ↗Yuanshao Zhu, James Yu, Xiangyu Zhao et al.3 citations
  35. Unleashing Hour-Scale Video Training for Long Video-Language Understanding ↗Jingyang Lin, Jialian Wu, Ximeng Sun et al.3 citations
  36. VLM-R³: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought ↗Chaoya Jiang, Y. K. Heng, Wei Ye et al.3 citations
  37. VLMLight: Safety-Critical Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning Architecture ↗Maonan Wang, Yirong Chen, Aoyu Pang et al.3 citations
  38. VORTA: Efficient Video Diffusion via Routing Sparse Attention ↗Wenhao Sun, Rong-Cheng Tu, Yifu Ding et al.3 citations
  39. VQToken: Neural Discrete Token Representation Learning for Extreme Token Reduction in Video Large Language Models ↗Haichao Zhang, Yun Fu3 citations
  40. ViDAR: Video Diffusion-Aware 4D Reconstruction From Monocular Inputs ↗Michał Nazarczuk, Sibi Catley-Chandar, Thomas Tanay et al.3 citations
  41. VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations on Synthetic Video Understanding ↗Zongxia Li, Xiyang Wu, Guangyao Shi et al.3 citations
  42. VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation ↗Wenhao Wang, Yi Ping Yang3 citations
  43. VideoVLA: Video Generators Can Be Generalizable Robot Manipulators ↗Yichao Shen, Fangyun Wei, Zhiying Du et al.3 citations
  44. WHAT MAKES MATH PROBLEMS HARD FOR REINFORCEMENT LEARNING: A CASE STUDY ↗Ali Shehper, Anibal M. Medina-Mardones, Lucas Fagan et al.3 citations
  45. Weak-shot Keypoint Estimation via Keyness and Correspondence Transfer ↗Junjie Chen, Zeyu Luo, Zezheng Liu et al.3 citations
  46. Web-Shepherd: Advancing PRMs for Reinforcing Web Agents ↗Hyungjoo Chae, Sunghwan Kim, Junhee Cho et al.3 citations
  47. WebDancer: Towards Autonomous Information Seeking Agency ↗Jing Wu, Baixuan Li, Runnan Fang et al.3 citations
  48. When Thinking Drifts: Evidential Grounding for Robust Video Reasoning ↗Romy Luo, Zihui Xue, Alexandros G. Dimakis et al.3 citations
  49. Why Popular MOEAs Are Popular: Proven Advantages in Approximating the Pareto Front ↗Mingfeng Li, Qiang Zhang, Weijie Zheng et al.3 citations
  50. d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning ↗Siyan Zhao, Devaansh Gupta, Qinqing Zheng et al.3 citations
  51. xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories ↗Maurice Kraus, Felix Divo, Devendra Singh Dhami et al.3 citations
  52. 3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks ↗Xiaotang Gai, Jiaxiang Liu, Yichen Li et al.2 citations
  53. 3EED: Ground Everything Everywhere in 3D ↗Rong Li, Yuhao Dong, Tianshuai Hu et al.2 citations
  54. 4D-VLA: Spatiotemporal Vision-Language-Action Pretraining with Cross-Scene Calibration ↗Jiahui Zhang, Yu-Rui Chen, Yueming Xu et al.2 citations
  55. A Frustratingly Simple Yet Highly Effective Attack Baseline: Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1 ↗Zhengchen Li, Xiaohan Zhao, Di Wu et al.2 citations
  56. A Multimodal BiMamba Network with Test-Time Adaptation for Emotion Recognition Based on Physiological Signals ↗Ziyu Jia, Tingyu Du, Zhengyu Tian et al.2 citations
  57. A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity ↗Giordano Cicchetti, Eleonora Grassucci, Danilo Comminiello2 citations
  58. AGC-Drive: A Large-Scale Dataset for Real-World Aerial-Ground Collaboration in Driving Scenarios ↗Yunhao Hou, Bochao Zou, Min Zhang et al.2 citations
  59. AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation ↗Qingqiu Li, Zihang Cui, Seongsu Bae et al.2 citations
  60. APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay ↗Akshara Prabhakar, Zuxin Liu, Ming Fang Zhu et al.2 citations
  61. APOLLO: Automated LLM and Lean Collaboration for Advanced Formal Reasoning ↗Azim Ospanov, Farzan Farnia, Roozbeh Yousefzadeh2 citations
  62. AVCD: Mitigating Hallucinations in Audio-Visual Large Language Models through Contrastive Decoding ↗Chaeyoung Jung, Youngjoon Jang, Joon Son Chung2 citations
  63. AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions ↗Polina Kirichenko, Mark Ibrahim, Kamalika Chaudhuri et al.2 citations
  64. Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings ↗Qiong Wu, Wenhao Lin, Yiyi Zhou et al.2 citations
  65. Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models ↗Xiaoyu Zhan, Wenxuan Huang, Hao Sun et al.2 citations
  66. Adaptive Context Length Optimization with Low-Frequency Truncation for Multi-Agent Reinforcement Learning ↗Wenchang Duan, Yaoliang Yu, Jiwan He et al.2 citations
  67. Adaptive Inference-Time Scaling via Cyclic Diffusion Search ↗Gyubin Lee, Bao Truong, Jaesik Yoon et al.2 citations
  68. Adv-SSL: Adversarial Self-Supervised Representation Learning with Theoretical Guarantees ↗Chenguang Duan, Yuling Jiao, Huazhen Lin et al.2 citations
  69. Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning ↗Amit Peleg, Naman Deep Singh, Matthias Hein2 citations
  70. Adversarial Graph Fusion for Incomplete Multi-view Semi-supervised Learning with Tensorial Imputation ↗Zhangqi Jiang, Tingjin Luo, Xu Yang et al.2 citations
  71. Adversarial Locomotion and Motion Imitation for Humanoid Policy Learning ↗Jiyuan Shi, Xinzhe Liu, Dewei Wang et al.2 citations
  72. AgentBreeder: Mitigating the AI Safety Risks of Multi-Agent Scaffolds via Self-Improvement ↗J Rosser, Jakob Foerster2 citations
  73. Align Your Flow: Scaling Continuous-Time Flow Map Distillation ↗Amirmojtaba Sabour, Sanja Fidler, Karsten Kreis2 citations
  74. Aligning Transformers with Continuous Feedback via Energy Rank Alignment ↗Shriram Chennakesavalu, Frank Hu, Sebastian Ibarraran et al.2 citations
  75. Aligning What Matters: Masked Latent Adaptation for Text-to-Audio-Video Generation ↗Jiyang Zheng, Siqi Pan, Yu Yao et al.2 citations
  76. Analog Foundation Models ↗Julian Büchel, Iason Chalas, Giovanni Acampa et al.2 citations
  77. Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector ↗Haoyan Yang, Runxue Bao, Cao (Danica) Xiao et al.2 citations
  78. Asymmetric Dual-Lens Video Deblurring ↗Zeyu Xiao, Xinchao Wang2 citations
  79. AtlasGS: Atlanta-world Guided Surface Reconstruction with Implicit Structured Gaussians ↗Xiyu Zhang, Chong Bao, YiPeng Chen et al.2 citations
  80. Audio-Sync Video Generation with Multi-Stream Temporal Control ↗Shuchen Weng, Haojie Zheng, zheng chang et al.2 citations
  81. Auditing Meta-Cognitive Hallucinations in Reasoning Large Language Models ↗Haolang Lu, Yueling Liu, Jingxin Xu et al.2 citations
  82. AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition ↗Parsa Rahimi, Damien Teney, Sébastien Marcel2 citations
  83. Auto-Connect: Connectivity-Preserving RigFormer with Direct Preference Optimization ↗Jingfeng Guo, Jian Liu, Jinnan Chen et al.2 citations
  84. BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception ↗Junyan Ye, Dongzhi Jiang, Jun He et al.2 citations
  85. BMW: Bidirectionally Memory bank reWriting for Unsupervised Person Re-Identification ↗Xiaobin Liu, Jianing Li, Baiwei Guo et al.2 citations
  86. BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem ↗Seunghee Ryu, Donghoon Kwon, Seongjin Choi et al.2 citations
  87. Backdoor Cleaning without External Guidance in MLLM Fine-tuning ↗Xuankun Rong, Wenke Huang, Jian Liang et al.2 citations
  88. Backdoor Mitigation via Invertible Pruning Masks ↗Kealan Dunnett, Reza Arablouei, Volkan Dedeoglu et al.2 citations
  89. Balanced Token Pruning: Accelerating Vision Language Models Beyond Local Optimization ↗Kaiyuan Li, Xiaoyue Chen, Chen Gao et al.2 citations
  90. Bayesian Ego-graph Inference for Networked Multi-Agent Reinforcement Learning ↗Wei Duan, Jie Lü, Junyu Xuan2 citations
  91. Belief-Calibrated Multi-Agent Consensus Seeking for Complex NLP Tasks ↗Wentao Deng, Jiahuan Pei, Zhiwei Xu et al.2 citations
  92. Best-of-N Jailbreaking ↗John D. Hughes, Sara Price, Aengus Lynch et al.2 citations
  93. Better NTK Conditioning: A Free Lunch from (ReLU) Nonlinear Activation in Wide Neural Networks ↗Chaoyue Liu, Han Bi, Like Hui et al.2 citations
  94. Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging ↗İbrahim Ethem Hamamcı, Sezgin Er, Suprosanna Shit et al.2 citations
  95. Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers ↗Johanna Vielhaben, Dilyara Bareeva, Jim Berend et al.2 citations
  96. Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training ↗Reza Shirkavand, Peiran Yu, Qi He et al.2 citations
  97. Bio-Inspired Image Restoration ↗Yuning Cui, Wenqi Ren, Alois 1961- Knoll2 citations
  98. Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation ↗Dogyun Park, Taehoon Lee, Minseok Joo et al.2 citations
  99. Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens ↗Zijian Dong, Ruilin Li, Joanna Su Xian Chong et al.2 citations
  100. Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language Models ↗Anuja Negi, Subba Reddy Oota, Anwar O Nunez-Elizalde et al.2 citations

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