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NeurIPS 2025: all accepted papers

5,819 papers · page 16 of 59 · the most cited first · ← NeurIPS 2025

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  1. Is Grokking a Computational Glass Relaxation? ↗Xiaotian Zhang, Yue Shang, Entao Yang et al.1 citation
  2. Jailbreak-AudioBench: In-Depth Evaluation and Analysis of Jailbreak Threats for Large Audio Language Models ↗Hao Cheng, Erjia Xiao, Jing Shao et al.1 citation
  3. Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search ↗Yuxian Gu, Qinghao Hu, Haocheng Xi et al.1 citation
  4. Joint Design of Protein Surface and Backbone Using a Diffusion Bridge Model ↗Guanlue Li, Xufeng Zhao, Fang Wu et al.1 citation
  5. Joint Velocity-Growth Flow Matching for Single-Cell Dynamics Modeling ↗D Wang, Yuanwei Jiang, Zhenyi Zhang et al.1 citation
  6. KL Penalty Control via Perturbation for Direct Preference Optimization ↗Sang‐Kyu Lee, Janghoon Han, Hosung Song et al.1 citation
  7. Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning ↗Yaxin Hou, Bo Han, Yuheng Jia et al.1 citation
  8. Knowledge Distillation of Uncertainty using Deep Latent Factor Model ↗Sehyun Park, Jongjin Lee, Yunseop Shin et al.1 citation
  9. L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models ↗Xiaohao Liu, Xiaobo Xia, Weixiang Zhao et al.1 citation
  10. LABridge: Text–Image Latent Alignment Framework via Mean-Conditioned OU Process ↗Huiyang Shao, Xin Xia, Yuxi Ren et al.1 citation
  11. LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding ↗Shen Zhang, Siyuan Liang, Yaning Tan et al.1 citation
  12. LILO: Learning to Reason at the Frontier of Learnability ↗Thomas Foster, Anya Sims, Johannes Forkel et al.1 citation
  13. LISAt: Language-Instructed Segmentation Assistant for Satellite Imagery ↗Jerome Quenum, Wen-Han Hsieh, Tsung-Han Wu et al.1 citation
  14. LLM Meeting Decision Trees on Tabular Data ↗Hangting Ye, Jinmeng Li, He Zhao et al.1 citation
  15. LLM Query Scheduling with Prefix Reuse and Latency Constraints ↗Gregory Dexter, Shao Tang, Ataollah Fatahi Baarzi et al.1 citation
  16. LLM Strategic Reasoning: Agentic Study through Behavioral Game Theory ↗Jingru Jia, Zehua Yuan, Junhao Pan et al.1 citation
  17. LLM Unlearning via Neural Activation Redirection ↗William F. Shen, Xinchi Qiu, Meghdad Kurmanji et al.1 citation
  18. LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding ↗Yuchen Ma, Dennis Frauen, Jonas Schweisthal et al.1 citation
  19. LLM-Explorer: A Plug-in Reinforcement Learning Policy Exploration Enhancement Driven by Large Language Models ↗Qianyue Hao, Yiwen Song, Qingmin Liao et al.1 citation
  20. LLMs Encode Harmfulness and Refusal Separately ↗Jiachen Zhao, Jing Huang, Zhengxuan Wu et al.1 citation
  21. LORE: Lagrangian-Optimized Robust Embeddings for Visual Encoders ↗Borna Khodabandeh, Amirabbas Afzali, Amirhossein Afsharrad et al.1 citation
  22. LaM-SLidE: Latent Space Modeling of Spatial Dynamical Systems via Linked Entities ↗Florian Sestak, Artur P. Toshev, Andreas Fürst et al.1 citation
  23. LaRes: Evolutionary Reinforcement Learning with LLM-based Adaptive Reward Search ↗Pengyi Li, Hongyao Tang, Jinbin Qiao et al.1 citation
  24. LaX: Boosting Low-Rank Training of Foundation Models via Latent Crossing ↗Ruijie K. Zhang, Ziyue (Alvin) Liu, Zhengyang Wang et al.1 citation
  25. LabelAny3D: Label Any Object 3D in the Wild ↗Jin Yao, Radowan Mahmud Redoy, Sebastian G. Elbaum et al.1 citation
  26. Language Modeling by Language Models ↗Junyan Cheng, Peter E. Clark, Kyle Richardson1 citation
  27. Language Models Are Capable of Metacognitive Monitoring and Control of Their Internal Activations ↗Ji-An Li, 熊华东, Robert C. Wilson et al.1 citation
  28. Language Models Can Predict Their Own Behavior ↗Dhananjay Ashok, Jonathan May1 citation
  29. Large Language Bayes ↗Justin Domke1 citation
  30. Large Language Models as End-to-end Combinatorial Optimization Solvers ↗Xia Jiang, Yaoxin Wu, Minshuo Li et al.1 citation
  31. Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need ↗Kecheng Chen, Pingping Zhang, Hui Liu et al.1 citation
  32. Latent Harmony: Synergistic Unified UHD Image Restoration via Latent Space Regularization and Controllable Refinement ↗Yidi Liu, Xueyang Fu, Jie Huang et al.1 citation
  33. Latent Space Factorization in LoRA ↗Shashi Bhusan Kumar, Yacouba Kaloga, John Mitros et al.1 citation
  34. Layer-Wise Modality Decomposition for Interpretable Multimodal Sensor Fusion ↗Jaehyun Park, Konyul Park, Daehun Kim et al.1 citation
  35. LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object Integration ↗Yuyao Zhang, Jinghao Li, Yu‐Wing Tai1 citation
  36. LeMiCa: Lexicographic Minimax Path Caching for Efficient Diffusion-Based Video Generation ↗Huanlin Gao, Ping Chen, Fuyuan Shi et al.1 citation
  37. LeVo: High-Quality Song Generation with Multi-Preference Alignment ↗Shun Lei, Yaoxun XU, Zhiwei Lin et al.1 citation
  38. Learn2Mix: Training Neural Networks Using Adaptive Data Integration ↗Shyam Venkatasubramanian, Vahid Tarokh1 citation
  39. Learnable Burst-Encodable Time-of-Flight Imaging for High-Fidelity Long-Distance Depth Sensing ↗Manchao Bao, Shengjiang Fang, Tao Yue et al.1 citation
  40. Learnable Sampler Distillation for Discrete Diffusion Models ↗Feiyang Fu, T.-Y. Guo, Zhaoqiang Liu1 citation
  41. Learned Prefix Caching for Efficient LLM Inference ↗Dongsheng Yang, Austin Li, Kai Li et al.1 citation
  42. Learning Cocoercive Conservative Denoisers via Helmholtz Decomposition for Poisson Imaging Inverse Problems ↗Deliang Wei, Peng Chen, Haobo Xu et al.1 citation
  43. Learning Dense Hand Contact Estimation from Imbalanced Data ↗Daniel Sungho Jung, Kyoung Mu Lee1 citation
  44. Learning Grouped Lattice Vector Quantizers for Low-Bit LLM Compression ↗Xi Zhang, Xiaolin Wu, Jiamang Wang et al.1 citation
  45. Learning Human-Object Interaction as Groups ↗Jiajun Hong, Jianan Wei, Wenguan Wang1 citation
  46. Learning Linear Attention in Polynomial Time ↗Morris Yau, Ekin Akyürek, Jiayuan Mao et al.1 citation
  47. Learning Memory-Enhanced Improvement Heuristics for Flexible Job Shop Scheduling ↗Jiaqi Wang, Zhiguang Cao, Peng Zhao et al.1 citation
  48. Learning Neural Exposure Fields for View Synthesis ↗Michael Niemeyer, Fabian Manhardt, Marie‐Julie Rakotosaona et al.1 citation
  49. Learning Robust Spectral Dynamics for Temporal Domain Generalization ↗En Yu, Jie Lü, Xiaoyu Yang et al.1 citation
  50. Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization ↗Hao Zheng, Jingjun Yi, Qi Bi et al.1 citation
  51. Learning from Demonstrations via Capability-Aware Goal Sampling ↗Ye Duan, Yuning Wang, Wenjie Qiu et al.1 citation
  52. Learning the Wrong Lessons: Syntactic-Domain Spurious Correlations in Language Models ↗Chantal Shaib, Vinith M. Suriyakumar, Byron Wallace et al.1 citation
  53. Learning to Instruct for Visual Instruction Tuning ↗Zhihan Zhou, Feng Hong, Jiaan Luo et al.1 citation
  54. Learning to Route: Per-Sample Adaptive Routing for Multimodal Multitask Prediction ↗Marzieh Ajirak, Oded Bein, Ellen Bowen et al.1 citation
  55. Less Is More, but Where? Dynamic Token Compression via LLM-Guided Keyframe Prior ↗Yulin Li, Haokun Gui, Ziyang Fan et al.1 citation
  56. Less is More: Local Intrinsic Dimensions of Contextual Language Models ↗Benjamin Ruppik, Julius von Rohrscheidt, Carel van Niekerk et al.1 citation
  57. Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning ↗Lifan Zhao, Yanyan Shen, Zhaoyang Liu et al.1 citation
  58. Let LRMs Break Free from Overthinking via Self-Braking Tuning ↗Haoran Zhao, Yuchen Yan, Yongliang Shen et al.1 citation
  59. Leveraging Conditional Dependence for Efficient World Model Denoising ↗Shaowei Zhang, Jiahan Cao, Dian Cheng et al.1 citation
  60. Leveraging semantic similarity for experimentation with AI-generated treatments ↗Lei Shi, David T. Arbour, Raghavendra Addanki et al.1 citation
  61. LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale ↗Miran Özdogan, Gilad Landau, Gereon Elvers et al.1 citation
  62. Lifelong Test-Time Adaptation via Online Learning in Tracked Low-Dimensional Subspace ↗Dexin Duan, Rui Xu, Peilin Liu et al.1 citation
  63. Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction ↗Hongtao Huang, Chengkai Huang, Junda Wu et al.1 citation
  64. LithoSim: A Large, Holistic Lithography Simulation Benchmark for AI-Driven Semiconductor Manufacturing ↗Hongquan He, Zhen Wang, Jingya Wang et al.1 citation
  65. LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming? ↗Zihan Zheng, Zerui Cheng, Zeyu Shen et al.1 citation
  66. LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation ↗Md Mostafijur Rahman, Radu Mărculescu1 citation
  67. Locality in Image Diffusion Models Emerges from Data Statistics ↗Artem Lukoianov, Chenyang Yuan, Justin Solomon et al.1 citation
  68. LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision ↗Anthony Fuller, Yousef Yassin, Junfeng Wen et al.1 citation
  69. MAESTRO : Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series ↗Payal Mohapatra, Yueyuan Sui, Akash Pandey et al.1 citation
  70. MALinZero: Efficient Low-Dimensional Search for Mastering Complex Multi-Agent Planning ↗Sizhe Tang, Jiayu Chen, Tian Lan1 citation
  71. MANGO: Multimodal Attention-based Normalizing Flow Approach to Fusion Learning ↗Thanh-Dat Truong, Christophe Bobda, Nitin Agarwal et al.1 citation
  72. MAPLE: Multi-scale Attribute-enhanced Prompt Learning for Few-shot Whole Slide Image Classification ↗Junjie Zhou, Wei Shao, Yagao Yue et al.1 citation
  73. MARS-VFL: A Unified Benchmark for Vertical Federated Learning with Realistic Evaluation ↗Wei Shen, Weiqi Liu, Mingde Chen et al.1 citation
  74. MARS: A Malignity-Aware Backdoor Defense in Federated Learning ↗Wei Wan, Yuxuan Ning, Zhicong Huang et al.1 citation
  75. MAT-Agent: Adaptive Multi-Agent Training Optimization ↗jusheng zhang, Kaitong Cai, Yutong Fan et al.1 citation
  76. MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction ↗Yunkee Chae, Kyogu Lee1 citation
  77. MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction ↗Zeyue Zhang, Heng Ping, Peiyu Zhang et al.1 citation
  78. MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement ↗Jaehyun Nam, Jinsung Yoon, Jiefeng Chen et al.1 citation
  79. MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem ↗Fan Liu, Zherui Yang, Cancheng Liu et al.1 citation
  80. MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models ↗Hang Hua, Ziyun Zeng, Yizhi Song et al.1 citation
  81. MMOT: The First Challenging Benchmark for Drone-based Multispectral Multi-Object Tracking ↗Tianhao Li, Tingfa Xu, Ying Wang et al.1 citation
  82. MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness ↗Yunlong Tang, Pinxin Liu, Mingqian Feng et al.1 citation
  83. MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark ↗Junjie Xing, Yeye He, Mengyu Zhou et al.1 citation
  84. MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery ↗Hainuo Wang, Qiming Hu, Xiaojie Guo1 citation
  85. MPMAvatar: Learning 3D Gaussian Avatars with Accurate and Robust Physics-Based Dynamics ↗Changmin Lee, Jihyun Lee, Taekyun Kim1 citation
  86. MUSTAFAR: Promoting Unstructured Sparsity for KV Cache Pruning in LLM Inference ↗Donghyeon Joo, Helya Hosseini, Ramyad Hadidi et al.1 citation
  87. MVSMamba: Multi-View Stereo with State Space Model ↗Jianfei Jiang, Qiankun Liu, Hongyuan Liu et al.1 citation
  88. Machine Unlearning via Task Simplex Arithmetic ↗Junhao Dong, Hao Zhu, Yifei Zhang et al.1 citation
  89. Making Classic GNNs Strong Baselines Across Varying Homophily: A Smoothness–Generalization Perspective ↗Ming Gu, Zhuonan Zheng, Sheng Zhou et al.1 citation
  90. Many LLMs Are More Utilitarian Than One ↗Anita Keshmirian, Razan Baltaji, Babak Hemmatian et al.1 citation
  91. Matryoshka Pilot: Learning to Drive Black-Box LLMs with LLMs ↗ChangHao Li, Yuchen Zhuang, Rushi Qiang et al.1 citation
  92. Measure gradients, not activations! Enhancing neuronal activity in deep reinforcement learning ↗Jiashun Liu, Zihao Wu, Johan Obando-Ceron et al.1 citation
  93. Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks ↗Ann Huang, Satpreet Harcharan Singh, Flavio Martinelli et al.1 citation
  94. Measuring the Faithfulness of Thinking Drafts in Large Reasoning Models ↗Zidi Xiong, Shan Chen, Zhenting Qi et al.1 citation
  95. MedicalNarratives: Connecting Medical Vision and Language with Localized Narratives ↗Wisdom O. Ikezogwo, Kevin Zhang, Mehmet Saygın Seyfioğlu1 citation
  96. Mellow: a small audio language model for reasoning ↗Soham Deshmukh, Satvik Dixit, Rita Singh et al.1 citation
  97. Memorization in Graph Neural Networks ↗Adarsh Jamadandi, Jing Xu, Adam Dziedzic et al.1 citation
  98. Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models ↗Jiaqi Cao, Jiarui Wang, Rubin Wei et al.1 citation
  99. Memory Mosaics at scale ↗Jianyu Zhang, Léon Bottou1 citation
  100. Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression ↗K. Li, Zigeng Chen, Cheng-Yen Yang et al.1 citation

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