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NeurIPS 2025: all accepted papers

5,819 papers · page 41 of 59 · the most cited first · ← NeurIPS 2025

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  1. Lookahead Routing for Large Language Models ↗Canbin Huang, Tianyuan Shi, Yuhua Zhu et al.
  2. Looking Beyond the Known: Towards a Data Discovery Guided Open-World Object Detection ↗Anay Majee, Amitesh Gangrade, Rishabh Iyer
  3. Looking Into the Water by Unsupervised Learning of the Surface Shape ↗Ori Lifschitz, Tali Treibitz, Dan Rosenbaum
  4. Loquetier: A Virtualized Multi-LoRA Framework for Unified LLM Fine-tuning and Serving ↗Yuchen Zhang, Hanyue Du, Chun Cao et al.
  5. Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation ↗François Rozet, Ruben Ohana, Michael McCabe et al.
  6. Lost in Transmission: When and Why LLMs Fail to Reason Globally ↗Tobias Schnabel, Kiran Tomlinson, Adith Swaminathan et al.
  7. Low Precision Streaming PCA ↗Sanjoy Dasgupta, Syamantak Kumar, Shourya Pandey et al.
  8. Low Rank Gradients and Where to Find Them ↗Rishi Sonthalia, Michael Murray, Guido Montúfar
  9. Low-Rank Graphon Learning for Networks ↗Xinyuan Fan, Fengbin Ma, Chenlei Leng et al.
  10. Low-Rank Head Avatar Personalization with Registers ↗Sai Tanmay Reddy Chakkera, Aggelina Chatziagapi, Md Moniruzzaman et al.
  11. Low-degree evidence for computational transition of recovery rate in stochastic block model ↗Jingqiu Ding, Yiding Hua, Lucas Slot et al.
  12. Lua-LLM: Learning Unstructured-Sparsity Allocation for Large Language Models ↗Mingge Lu, Jingwei Sun, Junqing Lin et al.
  13. Luminance-Aware Statistical Quantization: Unsupervised Hierarchical Learning for Illumination Enhancement ↗Derong Kong, Zhixiong Yang, Shengxi Li et al.
  14. Lyapunov-Stable Adaptive Control for Multimodal Concept Drift ↗Tianyu Pan, Mengdi Zhu, Alexa Cole et al.
  15. L²M: Mutual Information Scaling Law for Long-Context Language Modeling ↗Zhuo Chen, Oriol Comas, Zhuotao Jin et al.
  16. MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures ↗Elena Zamaraeva, Christopher M. Collins, George R. Darling et al.
  17. MAP Estimation with Denoisers: Convergence Rates and Guarantees ↗Scott Pesme, Giacomo Meanti, Michael Arbel et al.
  18. MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching ↗Liang Yue, Yihong Tang, Kehai Chen et al.
  19. MATCH: Multi-faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation ↗Meilong Xu, Xiaoling Hu, Shahira Abousamra et al.
  20. MDNS: Masked Diffusion Neural Sampler via Stochastic Optimal Control ↗Yuchen Zhu, Wei Guo, Jaemoo Choi et al.
  21. MEIcoder: Decoding Visual Stimuli from Neural Activity by Leveraging Most Exciting Inputs ↗Jan Sobotka, Luca Baroni, Ján Antolík
  22. MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs ↗Ke Wang, Yiming Qin, Nikolaos Dimitriadis et al.
  23. MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query ↗Wei Chow, Yuan Gao, Linfeng Li et al.
  24. MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework ↗Qirui Mi, Mengyue Yang, Xiangning Yu et al.
  25. MGUP: A Momentum-Gradient Alignment Update Policy for Stochastic Optimization ↗Da Chang, Ganzhao Yuan
  26. MI-TRQR: Mutual Information-Based Temporal Redundancy Quantification and Reduction for Energy-Efficient Spiking Neural Networks ↗Dengfeng Xue, Wenjuan Li, Yifan Lu et al.
  27. MIBP-Cert: Certified Training against Data Perturbations with Mixed-Integer Bilinear Programs ↗Tobias Lorenz, Marta Kwiatkowska, Mario Fritz
  28. MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning ↗Seong-Hyeon Hwang, Soyoung Choi, Steven Euijong Whang
  29. MIND: Material Interface Generation from UDFs for Non-Manifold Surface Reconstruction ↗Xuhui Chen, Fei Hou, Wen-Cheng Wang et al.
  30. MIP against Agent: Malicious Image Patches Hijacking Multimodal OS Agents ↗Lukas Aichberger, Alasdair Paren, Guohao Li et al.
  31. MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning? ↗Kai Yan, Zhan Ling, Kang Liu et al.
  32. MISA: Memory-Efficient LLMs Optimization with Module-wise Importance Sampling ↗Yuxi Liu, Renjia Deng, Yutong He et al.
  33. MIX: A Multi-view Time-Frequency Interactive Explanation Framework for Time Series Classification ↗Viet-Hung Tran, Ngoc Phu Doan, Zichi Zhang et al.
  34. MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference ↗Haibo Tong, Zhaoyang Wang, Zhaorun Chen et al.
  35. ML4CFD Competition: Results and Retrospective Analysis ↗Mouadh Yagoubi, David Danan, Milad Leyli-Abadi et al.
  36. ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs ↗Jiale Ma, Wenzheng Pan, Yang Li et al.
  37. MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering ↗Rushi Qiang, Yuchen Zhuang, Yinghao Li et al.
  38. MLEP: Multi-granularity Local Entropy Patterns for Generalized AI-generated Image Detection ↗Lin Yuan, Xiaowan Li, Yan Zhang et al.
  39. MLLM-ISU: The First-Ever Comprehensive Benchmark for Multimodal Large Language Models based Intrusion Scene Understanding ↗Fujun Han, Peng Ye
  40. MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research ↗Hui Chen, Miao Xiong, Yujie Lu et al.
  41. MM-OPERA: Benchmarking Open-ended Association Reasoning for Large Vision-Language Models ↗Zimeng Huang, Jinxin Ke, Xiaoxuan Fan et al.
  42. MMCSBench: A Fine-Grained Benchmark for Large Vision-Language Models in Camouflage Scenes ↗Jin Zhang, Ruiheng Zhang, Zhe Cao et al.
  43. MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios ↗Yang Shi, Huanqian Wang, Wulin Xie et al.
  44. MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly ↗Zhaowei Wang, Wenhao Yu, Xiyu REN et al.
  45. MMPB: It’s Time for Multi-Modal Personalization ↗Jaeik Kim, Woojin Kim, Woohyeon Park et al.
  46. MOBO-OSD: Batch Multi-Objective Bayesian Optimization via Orthogonal Search Directions ↗Lam Ngo, Huong Ha, Jeffrey Chan et al.
  47. MODEL SHAPLEY: Find Your Ideal Parameter Player via One Gradient Backpropagation ↗Chu Xu, Xinke Jiang, Rihong Qiu et al.
  48. MONITRS: Multimodal Observations of Natural Incidents Through Remote Sensing ↗Shreelekha Revankar, Utkarsh Mall, Cheng Perng Phoo et al.
  49. MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search ↗Zonglin Yang, Wanhao Liu, Ben Gao et al.
  50. MOSDT: Self-Distillation-Based Decision Transformer for Multi-Agent Offline Safe Reinforcement Learning ↗Yuchen Xia, Yunjian Xu
  51. MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning ↗Frank Wan, Fengyuan Ran, Ruikang Zhang et al.
  52. MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference ↗Wenxuan Zeng, Ye Dong, Jinjin Zhou et al.
  53. MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation ↗Zhenwen Liang, Linfeng Song, Yang Li et al.
  54. MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization ↗Chenglong Wang, Yang Gan, Hang Zhou et al.
  55. MRSAudio: A Large-Scale Multimodal Recorded Spatial Audio Dataset with Refined Annotations ↗Wenxiang Guo, Changhao Pan, Zhiyuan Zhu et al.
  56. MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation ↗Yang Han, Pengyu Wang, Kai Yu et al.
  57. MS-Bench: Evaluating LMMs in Ancient Manuscript Study through a Dunhuang Case Study ↗Yuqing Zhang, Yue Han, Shuanghe Zhu et al.
  58. MTBBench: A Multimodal Sequential Clinical Decision-Making Benchmark in Oncology ↗Kiril Vasilev, Alexandre Misrahi, Eeshaan Jain et al.
  59. MTL-KD: Multi-Task Learning Via Knowledge Distillation for Generalizable Neural Vehicle Routing Solver ↗yuepeng zheng, Fu Luo, Zhenkun Wang et al.
  60. MTRec: Learning to Align with User Preferences via Mental Reward Models ↗Mengchen Zhao, Yifan Gao, Yaqing Hou et al.
  61. MURKA: Multi-Reward Reinforcement Learning with Knowledge Alignment for Optimization Tasks ↗WANTONG XIE, Yi-Xiang Hu, Jieyang Xu et al.
  62. MUVR: A Multi-Modal Untrimmed Video Retrieval Benchmark with Multi-Level Visual Correspondence ↗Yue Feng, Jinwei Hu, Qing Lü et al.
  63. MUniverse: A Simulation and Benchmarking Suite for Motor Unit Decomposition ↗Pranav Mamidanna, Thomas Klotz, Dimitrios Chalatsis et al.
  64. MV-CoLight: Efficient Object Compositing with Consistent Lighting and Shadow Generation ↗Kerui Ren, Jiayang Bai, Linning Xu et al.
  65. MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs ↗Tianhao Peng, Haochen Wang, Yuanxing Zhang et al.
  66. MaNGO — Adaptable Graph Network Simulators via Meta-Learning ↗Philipp Dahlinger, Tai Hoang, Denis Blessing et al.
  67. Machine Unlearning in 3D Generation: A Perspective-Coherent Acceleration Framework ↗Shixuan Wang, Jingwen Ye, Xinchao Wang
  68. Machine Unlearning under Overparameterization ↗Jacob Block, Aryan Mokhtari, Sanjay Shakkottai
  69. Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation ↗Weibin Liao, Tianlong Wang, Yinghao Zhu et al.
  70. MaintainCoder: Maintainable Code Generation Under Dynamic Requirements ↗Zhengren Wang, Rui Ling, Chufan Wang et al.
  71. Majority of the Bests: Improving Best-of-N via Bootstrapping ↗Amin Rakhsha, Kanika Madan, Tianyu Zhang et al.
  72. Mamba Only Glances Once (MOGO): A Lightweight Framework for Efficient Video Action Detection ↗Yunqing Liu, Nan Zhang, Fangjun Wang et al.
  73. Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space ↗Zitao Chen, Yinjun Jia, Zitong Tian et al.
  74. Manipulating Feature Visualizations with Gradient Slingshots ↗Dilyara Bareeva, Marina Höhne, Alexander Warnecke et al.
  75. Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent Cooperation ↗Qihe Huang, Zhengyang Zhou, Yangze Li et al.
  76. Marginal-Nonuniform PAC Learnability ↗Steve Hanneke, Shay Moran, Maximilian Thiessen
  77. Markov Persuasion Processes: Learning to Persuade From Scratch ↗Francesco Bacchiocchi, Francesco Emanuele Stradi, Matteo Castiglioni et al.
  78. Martian World Model: Controllable Video Synthesis with Physically Accurate 3D Reconstructions ↗Longfei Li, Zhiwen Fan, Wenyan Cong et al.
  79. Martingale Posterior Neural Networks for Fast Sequential Decision Making ↗Gerardo Duràn-Martín, Leandro Sánchez-Betancourt, Álvaro Cartea et al.
  80. Martingale Score: An Unsupervised Metric for Bayesian Rationality in LLM Reasoning ↗Zhonghao He, Tianyi (Alex) Qiu, Hirokazu Shirado et al.
  81. Masked Diffusion Models as Energy Minimization ↗Sitong Chen, Shen Nie, Jiacheng Sun et al.
  82. Masked Gated Linear Unit ↗Yukito Tajima, Nakamasa Inoue, Yusuke Sekikawa et al.
  83. Massive Sound Embedding Benchmark (MSEB) ↗Georg Heigold, Ehsan Variani, Tom Bagby et al.
  84. Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences ↗Hadi Hosseini, Samarth Khanna, Ronak Singh
  85. Matchings Under Biased and Correlated Evaluations ↗Amit Kumar, Nisheeth K. Vishnoi
  86. Max Entropy Moment Kalman Filter for Polynomial Systems with Arbitrary Noise ↗Sangli Teng, Harry Zhang, David Jin et al.
  87. MaxSup: Overcoming Representation Collapse in Label Smoothing ↗Yuxuan Zhou, Heng Li, Zhi-Qi Cheng et al.
  88. MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization ↗Rizhen Hu, Yutong He, Ran Yan et al.
  89. Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning ↗Emile Anand, Ishani Karmarkar, Guannan Qu
  90. Measure-Theoretic Anti-Causal Representation Learning ↗Arman Behnam, Binghui Wang
  91. Measuring Fingerprints of Web-filtered Text Datasets and Fingerprint Propagation Through Training ↗Youssef Mansour, Reinhard Heckel
  92. Measuring Scientific Capabilities of Language Models with a Systems Biology Dry Lab ↗Haonan Duan, Stephen Lu, Caitlin F. Harrigan et al.
  93. Measuring and Guiding Monosemanticity ↗Ruben Härle, F. Friedrich, Manuel Brack et al.
  94. Mechanism Design via the Interim Relaxation ↗Kshipra Bhawalkar, Marios Mertzanidis, Divyarthi Mohan et al.
  95. Mechanistic Interpretability of RNNs emulating Hidden Markov Models ↗Elia Torre, M Viscione, Lucas Pompe et al.
  96. MedMax: Mixed-Modal Instruction Tuning for Training Biomedical Assistants ↗Hritik Bansal, Daniel Israel, Siyan Zhao et al.
  97. Median Selection with Noisy and Structural Information ↗Chenglin Fan, Mingyu Kang
  98. MemEIC: A Step Toward Continual and Compositional Knowledge Editing ↗Jin Seong, Jiyun Park, Wencke Liermann et al.
  99. MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants ↗Zeyu Zhang, Quanyu Dai, Luyu Chen et al.
  100. Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning ↗Gunshi Gupta, Karmesh Yadav, Zsolt Kira et al.

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