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NeurIPS 2025: all accepted papers

5,819 papers · page 4 of 59 · the most cited first · ← NeurIPS 2025

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  1. Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA ↗Shuangyi Chen, Yuanxin Guo, Yue Ju et al.4 citations
  2. SAFE: Multitask Failure Detection for Vision-Language-Action Models ↗Qiao Gu, Yunpeng Ju, Shengxiang Sun et al.4 citations
  3. SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models ↗Pingyi Chen, Yujing Lou, Shen Cao et al.4 citations
  4. SHAP values via sparse Fourier representation ↗Ali Gorji, Andisheh Amrollahi, Andreas Krause4 citations
  5. SIU3R: Simultaneous Scene Understanding and 3D Reconstruction Beyond Feature Alignment ↗Qi Xu, Dongxu Wei, Lingzhe Zhao et al.4 citations
  6. SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding ↗Zhao Jin, Rong-Cheng Tu, Jingyi Liao et al.4 citations
  7. SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning ↗Zhongwei Wan, Zhihao Dou, Che Liu et al.4 citations
  8. STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization ↗Haoyu Zhang, Wentao Zhang, Hao Miao et al.4 citations
  9. SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution ↗Yuxiang Wei, Olivier Duchenne, Jade Copet et al.4 citations
  10. SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training ↗Jintao Zhang, Jia wei, Haoxu Wang et al.4 citations
  11. Scaling Laws For Scalable Oversight ↗Joshua Engels, David D. Baek, Subhash Kantamneni et al.4 citations
  12. Scaling RL to Long Videos ↗Yukang Chen, Wei Huang, Baifeng Shi et al.4 citations
  13. Seeing is Believing? Mitigating OCR Hallucinations in Multimodal Large Language Models ↗Zhentao He, Can Zhang, Ziheng Wu et al.4 citations
  14. Self-Supervised Learning of Graph Representations for Network Intrusion Detection ↗Lorenzo Guerra, Thomas Chapuis, Guillaume Duc et al.4 citations
  15. Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists ↗Bojia Zi, Penghui Ruan, Marco Chen et al.4 citations
  16. ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding ↗Junliang Ye, Zhengyi Wang, Ruowen Zhao et al.4 citations
  17. Small Batch Size Training for Language Models: When Vanilla SGD Works, and Why Gradient Accumulation is Wasteful ↗Martin Marek, Sanae Lotfi, Aditya Somasundaram et al.4 citations
  18. Stable Port-Hamiltonian Neural Networks ↗Fabian J. Roth, Dominik K. Klein, Maximilian Kannapinn et al.4 citations
  19. SyncHuman: Synchronizing 2D and 3D Generative Models for Single-view Human Reconstruction ↗Wenyue Chen, Peng Li, Wangguandong Zheng et al.4 citations
  20. TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster ↗Kanghui Ning, Zijie Pan, Yu Liu et al.4 citations
  21. The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text ↗Nikhil Kandpal, Brian Lester, Colin Raffel et al.4 citations
  22. The Leaderboard Illusion ↗Shivalika Singh, Yiyang Nan, Alex Wang et al.4 citations
  23. Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains ↗Wenhui Tan, Jiaze Li, Jianzhong Ju et al.4 citations
  24. This Time is Different: An Observability Perspective on Time Series Foundation Models ↗Ben Cohen, Emaad Khwaja, Youssef Doubli et al.4 citations
  25. Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation ↗Tien Nguyen, Dac Da Nguyen, Duc Nguyen The Minh et al.4 citations
  26. Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models ↗Yingqing Guo, Yukang Yang, Hui Yuan et al.4 citations
  27. Truthful Aggregation of LLMs with an Application to Online Advertising ↗Ermis Soumalias, Michael J. Curry, Sven Seuken4 citations
  28. U-REPA: Aligning Diffusion U-Nets to ViTs ↗Yuchuan Tian, Hanting Chen, Mengyu Zheng et al.4 citations
  29. UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset ↗Chen Zhao, En Ci, Yunzhe Xu et al.4 citations
  30. UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens ↗Ruichuan An, Sihan Yang, Renrui Zhang et al.4 citations
  31. Unified Reinforcement and Imitation Learning for Vision-Language Models ↗Byung‐Kwan Lee, Ryo Hachiuma, Yong Man Ro et al.4 citations
  32. Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought ↗Chao Huang, Benfeng Wang, Wei Wang et al.4 citations
  33. Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations ↗Jiaming Han, Hao Chen, Yang Zhao et al.4 citations
  34. WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks ↗Ivan Evtimov, Arman Serikuly Zharmagambetov, Aaron Grattafiori et al.4 citations
  35. Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM ↗Zinuo Li, Xian Zhang, Yongxin Guo et al.4 citations
  36. WebThinker: Empowering Large Reasoning Models with Deep Research Capability ↗Xiaoxi Li, Jiajie Jin, Guanting Dong et al.4 citations
  37. When Are Concepts Erased From Diffusion Models? ↗Kevin Lu, Nicky Kriplani, Rohit Gandikota et al.4 citations
  38. Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations ↗Yiyou Sun, Yu Gai, Lijie Chen et al.4 citations
  39. X2-DFD: A framework for explainable and extendable Deepfake Detection ↗Yize Chen, Zhiyuan Yan, Guangliang Cheng et al.4 citations
  40. ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGS ↗Weijie Wang, Donny Y. Chen, Zeyu Zhang et al.4 citations
  41. dKV-Cache: The Cache for Diffusion Language Models ↗Xinyin Ma, Ruotong Yu, Gongfan Fang et al.4 citations
  42. 3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model ↗Wenbo Hu, Yining Hong, Yanjun Wang et al.3 citations
  43. A Standardized Benchmark for Multilabel Antimicrobial Peptide Classification ↗Sebastian Ojeda, Rafael Velasquez, Nicolás Aparicio et al.3 citations
  44. A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking ↗Zixiang Zhao, Haowen Bai, Bingxin Ke et al.3 citations
  45. AI-Generated Video Detection via Perceptual Straightening ↗Christian Internò, Robert Geirhos, Markus Olhofer et al.3 citations
  46. Accurate and Efficient Low-Rank Model Merging in Core Space ↗Aniello Panariello, Daniel Marczak, Simone Magistri et al.3 citations
  47. Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts ↗Haizhong Zheng, Yang Zhou, Brian R. Bartoldson et al.3 citations
  48. Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference ↗Yuan Feng, Junlin Lv, Yukun Cao et al.3 citations
  49. Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization ↗Cong Wang, Zexuan Deng, Zhiwei Jiang et al.3 citations
  50. Adversarial Paraphrasing: A Universal Attack for Humanizing AI-Generated Text ↗Yize Cheng, Vinu Sankar Sadasivan, Mehrdad Saberi et al.3 citations
  51. AffordBot: 3D Fine-grained Embodied Reasoning via Multimodal Large Language Models ↗Xinyi Wang, Xun Yang, Yanlong Xu et al.3 citations
  52. AgMMU: A Comprehensive Agricultural Multimodal Understanding Benchmark ↗Aruna Gauba, Irene Pi, Yunze Man et al.3 citations
  53. Among Us: A Sandbox for Measuring and Detecting Agentic Deception ↗Satvik Golechha, Adrià Garriga-Alonso3 citations
  54. AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection ↗Saleh Momeni, Changnan Xiao, Bing Liu3 citations
  55. ArchCAD-400K: A Large-Scale CAD drawings Dataset and New Baseline for Panoptic Symbol Spotting ↗Ruifeng Luo, Zhengjie Liu, Tianxiao Cheng et al.3 citations
  56. AtmosSci-Bench: Evaluating the Recent Advance of Large Language Model for Atmospheric Science ↗Chenyue Li, Wen Deng, Mengqian Lu et al.3 citations
  57. Attention (as Discrete-Time Markov) Chains ↗Yotam Erel, Olaf Dünkel, Rishabh Dabral et al.3 citations
  58. Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models ↗Sreyan Ghosh, Arushi Goel, Jaehyeon Kim et al.3 citations
  59. BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models ↗Yige Li, Hanxun Huang, Yunhan Zhao et al.3 citations
  60. Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment ↗Youjia Zhang, Youngeun Kim, Young‐Geun Choi et al.3 citations
  61. BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation ↗Zibo Zhou, Yue Hu, Lingkai Zhang et al.3 citations
  62. Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering ↗Kuicai Dong, CHANG YUJING, Shijie Huang et al.3 citations
  63. CAT: Content-Adaptive Image Tokenization ↗Jun-Hong Shen, Kushal Tirumala, Michihiro Yasunaga et al.3 citations
  64. CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting ↗Kornel Howil, Joanna Waczyńska, Piotr Borycki et al.3 citations
  65. CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation ↗Marc Lafon, Gustavo A. Vargas Hakim, Clément Rambour et al.3 citations
  66. COME: Adding Scene-Centric Forecasting Control to Occupancy World Model ↗Yining Shi, Kun Jiang, Qiang Meng et al.3 citations
  67. CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic ↗Yuxuan Sun, Yixuan Si, Chenglu Zhu et al.3 citations
  68. CamSAM2: Segment Anything Accurately in Camouflaged Videos ↗Yuli Zhou, Yawei Li, Yuqian Fu et al.3 citations
  69. Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach ↗Yuting Huang, Ziquan Fang, Zhihao Zeng et al.3 citations
  70. CoRe: Benchmarking LLMs’ Code Reasoning Capabilities through Static Analysis Tasks ↗Danning Xie, Mingwei Zheng, Xuwei Liu et al.3 citations
  71. Conformal Prediction for Time-series Forecasting with Change Points ↗Sophia Sun, Rose Yu3 citations
  72. Constrained Discrete Diffusion ↗Michael Cardei, Jacob K. Christopher, B Kailkhura et al.3 citations
  73. Continuous Subspace Optimization for Continual Learning ↗Quan Cheng, Yuanyu Wan, Lingyu Wu et al.3 citations
  74. Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration ↗Seungyeon Choi, Hwanhee Kim, Chihyun Park et al.3 citations
  75. DAMamba: Vision State Space Model with Dynamic Adaptive Scan ↗Tanzhe Li, Caoshuo Li, Jiayi Lyu et al.3 citations
  76. DAVE: Diagnostic benchmark for Audio Visual Evaluation ↗Gorjan Radevski, Teodora Popordanoska, Matthew B. Blaschko et al.3 citations
  77. DBLoss: Decomposition-based Loss Function for Time Series Forecasting ↗Xiangfei Qiu, Xingjian Wu, Hanyin Cheng et al.3 citations
  78. DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing ↗C. Xie, Minghan Li, Shuai Li et al.3 citations
  79. DON’T NEED RETRAINING: A Mixture of DETR and Vision Foundation Models for Cross-Domain Few-Shot Object Detection ↗Changhan Liu, Xunzhi Xiang, Zixuan Duan et al.3 citations
  80. DOTA: Distributional Test-time Adaptation of Vision-Language Models ↗Zongbo Han, Jialong Yang, Guangyu Wang et al.3 citations
  81. DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents ↗Hao Li, Xiaogeng Liu, CHIU Chun et al.3 citations
  82. DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models ↗Ziyi Wu, Anil Kag, Ivan Skorokhodov et al.3 citations
  83. Diffusion Adaptive Text Embedding for Text-to-Image Diffusion Models ↗Byeonghu Na, Minsang Park, Gyuwon Sim et al.3 citations
  84. Diffusion Transformers as Open-World Spatiotemporal Foundation Models ↗Yuan Yuan, Congcong Han, Jingtao Ding et al.3 citations
  85. Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning ↗Xingjian Ran, Yixuan Li, Linning Xu et al.3 citations
  86. Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retention ↗Xin Zou, Di Lu, Yizhou Wang et al.3 citations
  87. DualFocus: Depth from Focus with Spatio-Focal Dual Variational Constraints ↗Sungmin Woo, Sangyoun Lee3 citations
  88. EOC-Bench: Can MLLMs Identify, Recall, and Forecast Objects in an Egocentric World? ↗Yuqian Yuan, Ronghao Dang, Long Li et al.3 citations
  89. EchoShot: Multi-Shot Portrait Video Generation ↗Jiahao Wang, Hualian Sheng, Sijia Cai et al.3 citations
  90. Efficient Multi-modal Large Language Models via Progressive Consistency Distillation ↗Zichen Wen, Shaobo Wang, Yufa Zhou et al.3 citations
  91. Efficient Part-level 3D Object Generation via Dual Volume Packing ↗Jiaxiang Tang, Ruijie Lu, Max Li et al.3 citations
  92. EgoBlind: Towards Egocentric Visual Assistance for the Blind ↗Junbin Xiao, Nanxin Huang, Hao Qiu et al.3 citations
  93. EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis ↗Shengyuan Liu, Boyun Zheng, Wenting Chen et al.3 citations
  94. FSI-Edit: Frequency and Stochasticity Injection for Flexible Diffusion-Based Image Editing ↗Kaixiang Yang, Xin Li, Yuxi Li et al.3 citations
  95. Fast-Slow Thinking GRPO for Large Vision-Language Model Reasoning ↗Wenyi Xiao, Leilei Gan3 citations
  96. Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs ↗Yifan Shen, Yuanzhe Liu, Jingyuan Zhu et al.3 citations
  97. FlexSelect: Flexible Token Selection for Efficient Long Video Understanding ↗yunzhu zhang, Yu Ying Lu, Tianyi Wang et al.3 citations
  98. Flux4D: Flow-based Unsupervised 4D Reconstruction ↗Jingkang Wang, Henry Che, Yun Chen et al.3 citations
  99. FreqExit: Enabling Early-Exit Inference for Visual Autoregressive Models via Frequency-Aware Guidance ↗Ying Li, Chengfei Lyu, Huan Wang3 citations
  100. From Forecasting to Planning: Policy World Model for Collaborative State-Action Prediction ↗Zhi-da Zhao, Tian‐Min Fu, Yifan Wang et al.3 citations

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