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NeurIPS 2025: all accepted papers

5,819 papers · page 7 of 59 · the most cited first · ← NeurIPS 2025

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  1. BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals ↗Qinfan Xiao, Ziyun Cui, Chi Zhang et al.2 citations
  2. Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection ↗Yue Fei Zhou, Xinan He, Kaiqing Lin et al.2 citations
  3. Bézier Splatting for Fast and Differentiable Vector Graphics Rendering ↗Xi Liu, Chaoyi Zhou, Nanxuan Zhao et al.2 citations
  4. CAPability: A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and Thoroughness ↗Zhihang Liu, Chen-Wei Xie, Bin Wen et al.2 citations
  5. CF-VLM:CounterFactual Vision-Language Fine-tuning ↗jusheng zhang, Kaitong Cai, Yijia Fan et al.2 citations
  6. CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs ↗Gucongcong Fan, Chaoyue Niu, Chengfei Lyu et al.2 citations
  7. COS3D: Collaborative Open-Vocabulary 3D Segmentation ↗Runsong Zhu, Ka-Hei Hui, Zhengzhe Liu et al.2 citations
  8. CPSea: Large-scale cyclic peptide-protein complex dataset for machine learning in cyclic peptide design ↗Ziyi Yang, Hanyuan Xie, Yinjun Jia et al.2 citations
  9. CURE: Concept Unlearning via Orthogonal Representation Editing in Diffusion Models ↗Shristi Das Biswas, Arani Roy, Kaushik Roy2 citations
  10. CamEdit: Continuous Camera Parameter Control for Photorealistic Image Editing ↗Xinran Qin, Zhixin Wang, Fan Li et al.2 citations
  11. Can Agent Fix Agent Issues? ↗Alfin Wijaya Rahardja, Junwei Liu, Weitong Chen et al.2 citations
  12. Care-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson’s Disease Gait Assessment ↗Vida Adeli, Ivan Klabučar, Javad Rajabi et al.2 citations
  13. CausalVTG: Towards Robust Video Temporal Grounding via Causal Inference ↗Qiyi Wang, Senda Chen, Ying Shen2 citations
  14. Centralized Reward Agent for Knowledge Sharing and Transfer in Multi-Task Reinforcement Learning ↗Haozhe Ma, Zhengding Luo, Thanh Vinh Vo et al.2 citations
  15. Chain-of-Action: Trajectory Autoregressive Modeling for Robotic Manipulation ↗Wenbo Zhang, Tao Hu, Hanbo Zhang et al.2 citations
  16. Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment ↗Bryan Sangwoo Kim, Jeongsol Kim, Jong Chul Ye2 citations
  17. Characterizing the Expressivity of Fixed-Precision Transformer Language Models ↗Jiaoda Li, Ryan Cotterell2 citations
  18. ChemOrch: Empowering LLMs with Chemical Intelligence via Groundbreaking Synthetic Instructions ↗Yue Huang, Zhengzhe Jiang, Xiaonan Luo et al.2 citations
  19. ChemPile: A 250 GB Diverse and Curated Dataset for Chemical Foundation Models ↗Adrian Mirza, Nawaf Alampara, Martiño Ríos-García et al.2 citations
  20. Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search ↗Haoran Sun, Yankai Jiang, Wenjie Lou et al.2 citations
  21. CineTechBench: A Benchmark for Cinematographic Technique Understanding and Generation ↗X. L. Wang, Song Xu, Xiangxuan Shan et al.2 citations
  22. Class-wise Balancing Data Replay for Federated Class-Incremental Learning ↗Zhuang Qi, Ying-Peng Tang, Lei Meng et al.2 citations
  23. ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World ↗Weixiang Yan, Haitian Liu, Tengxiao Wu et al.2 citations
  24. Clustering via Hedonic Games: New Concepts and Algorithms ↗Gergely Csáji, Alexander Gundert, Jörg Rothe et al.2 citations
  25. Co-PatcheR: Collaborative Software Patching with Component-specific Small Reasoning Models ↗Yuheng Tang, Hongwei Li, Kaijie Zhu et al.2 citations
  26. CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching ↗Leying Zhang, Yao Qian, Xiaofei Wang et al.2 citations
  27. Collaborating Vision, Depth, and Thermal Signals for Multi-Modal Tracking: Dataset and Algorithm ↗Xuefeng Zhu, Tianyang Xu, Yifan Pan et al.2 citations
  28. Collective Bargaining in the Information Economy Can Address AI-Driven Power Concentration ↗Nicholas Vincent, Matthew Prewitt, Hanlin Li2 citations
  29. Color Conditional Generation with Sliced Wasserstein Guidance ↗Alexander Lobashev, Maria Larchenko, Dmitry Guskov2 citations
  30. ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness ↗Yijun Liang, Ming Li, Chenrui Fan et al.2 citations
  31. ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback ↗Litao Guo, Xinli Xu, Luozhou Wang et al.2 citations
  32. ConTextTab: A Semantics-Aware Tabular In-Context Learner ↗Marco Spinaci, Marek Polewczyk, Maximilian Schambach et al.2 citations
  33. Concept-Guided Interpretability via Neural Chunking ↗Shuchen Wu, Stephan Alaniz, Shyamgopal Karthik et al.2 citations
  34. Consistently Simulating Human Personas with Multi-Turn Reinforcement Learning ↗Marwa Abdulhai, Ryan Cheng, Donovan Clay et al.2 citations
  35. Continual Multimodal Contrastive Learning ↗Xiaohao Liu, Xiaobo Xia, See-Kiong Ng et al.2 citations
  36. Continuous Thought Machines ↗Luke Nicholas Darlow, Ciaran Regan, Sebastian Risi et al.2 citations
  37. Controlling Thinking Speed in Reasoning Models ↗Zhengkai Lin, Zhihang Fu, Ze Chen et al.2 citations
  38. Controlling the Flow: Stability and Convergence for Stochastic Gradient Descent with Decaying Regularization ↗Sebastian Kassing, Simon Weißmann, Leif Döring2 citations
  39. DIPO: Dual-State Images Controlled Articulated Object Generation Powered by Diverse Data ↗Ruiqi Wu, Xinjie wang, Liu Liu et al.2 citations
  40. DOVTrack: Data-Efficient Open-Vocabulary Tracking ↗Zekun Qian, Ruize Han, Zhixiang Wang et al.2 citations
  41. DartQuant: Efficient Rotational Distribution Calibration for LLM Quantization ↗Yuantian Shao, Yuanteng Chen, Peisong Wang et al.2 citations
  42. Deeper with Riemannian Geometry: Overcoming Oversmoothing and Oversquashing for Graph Foundation Models ↗Li Sun, Zhenhao Huang, Ming Zhang et al.2 citations
  43. Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning ↗Zhifang Zhang, Shuo He, Haobo Wang et al.2 citations
  44. Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts ↗Andrea Pugnana, Riccardo Massidda, Francesco Giannini et al.2 citations
  45. DeltaFlow: An Efficient Multi-frame Scene Flow Estimation Method ↗Qingwen Zhang, Xiaomeng Zhu, Yushan Zhang et al.2 citations
  46. Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy ↗Qing Zhao, Weijian Deng, Pengxu Wei et al.2 citations
  47. Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method ↗Han Xu, Yuyang Li, Yunfei Deng et al.2 citations
  48. Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking ↗Liangliang Zhang, Zhuorui Jiang, Hongliang Chi et al.2 citations
  49. Diffusion Model as a Noise-Aware Latent Reward Model for Step-Level Preference Optimization ↗Tao Zhang, Cheng Da, Kun Ding et al.2 citations
  50. Diffusion Tree Sampling: Scalable inference‑time alignment of diffusion models ↗Vineet Jain, Kusha Sareen, Mohammad Pedramfar et al.2 citations
  51. Disentangled Concepts Speak Louder Than Words: Explainable Video Action Recognition ↗Jongseo Lee, Wooil Lee, Gyeong-Moon Park et al.2 citations
  52. Disentangling Superpositions: Interpretable Brain Encoding Model with Sparse Concept Atoms ↗Alicia Zeng, Jack L. Gallant2 citations
  53. Do Language Models Use Their Depth Efficiently? ↗Róbert Csordás, Christopher D. Manning, Christopher E. Potts2 citations
  54. Does Object Binding Naturally Emerge in Large Pretrained Vision Transformers? ↗Yihao Li, Saeed Salehi, Lyle Ungar et al.2 citations
  55. Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection ↗Li Juan Yu, Xingyu Qiu, Yuqian Fu et al.2 citations
  56. DreamLight: Towards Harmonious and Consistent Image Relighting ↗Yong Liu, Wenpeng Xiao, Qianqian Wang et al.2 citations
  57. DrivAerStar: An Industrial-Grade CFD Dataset for Vehicle Aerodynamic Optimization ↗Jiyan Qiu, Lyulin Kuang, Guan Wang et al.2 citations
  58. DrivingRecon: Large 4D Gaussian Reconstruction Model For Autonomous Driving ↗Hao Lü, Tianshuo Xu, Wenzhao Zheng et al.2 citations
  59. DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs ↗Dongyuan Li, Shiyin Tan, Ying Zhang et al.2 citations
  60. DynaGuide: Steering Diffusion Polices with Active Dynamic Guidance ↗Maximilian Du, Shuran Song2 citations
  61. DynaPipe: Dynamic Layer Redistribution for Efficient Serving of LLMs with Pipeline Parallelism ↗HongXin Xu, Tianyu Guo, Xianwei Zhang2 citations
  62. Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation ↗Zihan Wang, Seung-Jun Lee, Gim Hee Lee2 citations
  63. Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions ↗Ye Zhu, Duo Xu, Zhiwei Deng et al.2 citations
  64. DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding ↗Weihao Xuan, Junjue Wang, Heli Qi et al.2 citations
  65. EDELINE: Enhancing Memory in Diffusion-based World Models via Linear-Time Sequence Modeling ↗Jia-Hua Lee, Bor-Jiun Lin, Wei-Fang Sun et al.2 citations
  66. EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splatting ↗Bohao Liao, Wei Zhai, Zengyu Wan et al.2 citations
  67. ESCA: Contextualizing Embodied Agents via Scene-Graph Generation ↗Jiani Huang, Amish Sethi, Matthew Kuo et al.2 citations
  68. Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs ↗Guoliang He, Youhe Jiang, Wencong Xiao et al.2 citations
  69. Efficient Rectified Flow for Image Fusion ↗Zirui Wang, Jiayi Zhang, Tianwei Guan et al.2 citations
  70. EgoVid-5M: A Large-Scale Video-Action Dataset for Egocentric Videos Generation ↗Xiaofeng Wang, Kang Zhao, Feng Liu et al.2 citations
  71. Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence ↗Yining Hong, Rui Sun, Bingxuan Li et al.2 citations
  72. Enhancing Compositional Reasoning in CLIP via Reconstruction and Alignment of Text Descriptions ↗Jihoon Kwon, Kyle Min, Jy-yong Sohn2 citations
  73. Enhancing Personalized Multi-Turn Dialogue with Curiosity Reward ↗Yanming Wan, Jiaxing Wu, Marwa Abdulhai et al.2 citations
  74. Enhancing Sample Selection Against Label Noise by Cutting Mislabeled Easy Examples ↗Suqin Yuan, Lei Feng, Bo Han et al.2 citations
  75. Enhancing Temporal Understanding in Video-LLMs through Stacked Temporal Attention in Vision Encoders ↗Ali Rasekh, Erfan Bagheri Soula, Omid Daliran et al.2 citations
  76. Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles ↗Jiangjie Chen, Qianyu He, Siyu Yuan et al.2 citations
  77. EraseFlow: Learning Concept Erasure Policies via GFlowNet-Driven Alignment ↗Naga Sai Abhiram Kusumba, Maitreya Patel, Kyle Min et al.2 citations
  78. Event-Driven Dynamic Scene Depth Completion ↗Zhiqiang Yan, Jianhao Jiao, Zhengxue Wang et al.2 citations
  79. ExAct: A Video-Language Benchmark for Expert Action Analysis ↗Yi Han, Yulu Pan, Feihong He et al.2 citations
  80. FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design ↗Asal Mehradfar, Xuzhe Zhao, Yilun Huang et al.2 citations
  81. FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks ↗Chenhui Xu, Dancheng Liu, Amir Nassereldine et al.2 citations
  82. FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities ↗Jin Wang, Yao Lai, Aoxue Li et al.2 citations
  83. Fairshare Data Pricing via Data Valuation for Large Language Models ↗Luyang Zhang, Cathy Jiao, Beibei Li et al.2 citations
  84. Fast Inference for Augmented Large Language Models ↗Rana Shahout, Cong Liang, Shiji Xin et al.2 citations
  85. Feature Distillation is the Better Choice for Model-Heterogeneous Federated Learning ↗Yichen Li, Xiuying Wang, Wenchao Xu et al.2 citations
  86. FedEL: Federated Elastic Learning for Heterogeneous Devices ↗Letian Zhang, Bo Chen, Jieming Bian et al.2 citations
  87. FedRTS: Federated Robust Pruning via Combinatorial Thompson Sampling ↗Hongbin Huang, Hai Yang, Yuan Chen et al.2 citations
  88. FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA ↗Seanie Lee, Sangwoo Park, Dong Bok Lee et al.2 citations
  89. FerretNet: Efficient Synthetic Image Detection via Local Pixel Dependencies ↗Shuqiao Liang, Jian Liu, Renzhang Chen et al.2 citations
  90. Fine-grained List-wise Alignment for Generative Medication Recommendation ↗Chenxiao Fan, Chongming Gao, Wentao Shi et al.2 citations
  91. FlashMD: long-stride, universal prediction of molecular dynamics ↗Filippo Bigi, Sanggyu Chong, Agustinus Kristiadi et al.2 citations
  92. FlashMoE: Fast Distributed MoE in a Single Kernel ↗Osayamen J Aimuyo, Byungsoo Oh, Rachee Singh2 citations
  93. Flatness is Necessary, Neural Collapse is Not: Rethinking Generalization via Grokking ↗Ting Han, Linara Adilova, Henning Petzka et al.2 citations
  94. FlexEvent: Towards Flexible Event-Frame Object Detection at Varying Operational Frequencies ↗Dongyue Lu, Lingdong Kong, Gim Hee Lee et al.2 citations
  95. FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction ↗Siyu Jiao, Gengwei Zhang, Yinlong Qian et al.2 citations
  96. FlowRefiner: A Robust Traffic Classification Framework against Label Noise ↗Mingwei Zhan, Ruijie Zhao, Xianwen Deng et al.2 citations
  97. FocalCodec: Low-Bitrate Speech Coding via Focal Modulation Networks ↗Luca Della Libera, Francesco Paissan, Cem Subakan et al.2 citations
  98. FreeInv: Free Lunch for Improving DDIM Inversion ↗Yuxiang Bao, Huijie Liu, xun gao et al.2 citations
  99. FreqPolicy: Efficient Flow-based Visuomotor Policy via Frequency Consistency ↗Yifei Su, Ning Liu, Dong Chen et al.2 citations
  100. Frequency-Aware Token Reduction for Efficient Vision Transformer ↗Dong-Jae Lee, Jiwan Hur, Jaehyun Choi et al.2 citations

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