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NeurIPS 2025: all accepted papers

5,819 papers · page 13 of 59 · the most cited first · ← NeurIPS 2025

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  1. D-VST: Diffusion Transformer for Pathology-Correct Tone-Controllable Cross-Dye Virtual Staining of Whole Slide Images ↗Shurong Yang, Dong Wei, Yihuang Hu et al.1 citation
  2. DAA: Amplifying Unknown Discrepancy for Test-Time Discovery ↗Tianle Liu, Fan Lyu, Chenggong Ni et al.1 citation
  3. DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space ↗Junchao Gong, Jingyi Xu, Ben Fei et al.1 citation
  4. DC4GS: Directional Consistency-Driven Adaptive Density Control for 3D Gaussian Splatting ↗Moonsoo Jeong, Dongbeen Kim, Minseong Kim et al.1 citation
  5. DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration ↗Hebaixu Wang, Jing Zhang, Haonan Guo et al.1 citation
  6. DIFFSSR: Stereo Image Super-resolution Using Differential Transformer ↗Dafeng Zhang1 citation
  7. DISC: Dynamic Decomposition Improves LLM Inference Scaling ↗Jonathan Li, Wei Cheng, Benjamin Rivière et al.1 citation
  8. DMWM: Dual-Mind World Model with Long-Term Imagination ↗Lingyi Wang, Rashed Shelim, Walid Saad et al.1 citation
  9. DMol: A Highly Efficient and Chemical Motif-Preserving Molecule Generation Platform ↗Peizhi Niu, Yu-Hsiang Wang, Vishal Rana et al.1 citation
  10. DPA: A one-stop metric to measure bias amplification in classification datasets ↗Bhanu Tokas, Rahul Nair, Hannah Kerner1 citation
  11. DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding ↗Yunhai Hu, Tianhua Xia, Zining Liu et al.1 citation
  12. DUET: Dual-Perspective Pseudo Labeling and Uncertainty-aware Exploration & Exploitation Training for Source-Free Domain Adaptation ↗Jaeyun Lee, Jae Hyeon Park, Gyoomin Lee et al.1 citation
  13. Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation Models ↗Daoyuan Chen, Yilun Huang, Xuchen Pan et al.1 citation
  14. DataRater: Meta-Learned Dataset Curation ↗Dan A. Calian, Gregory Farquhar, Iurii Kemaev et al.1 citation
  15. DePass: Unified Feature Attributing by Simple Decomposed Forward Pass ↗Xiangyu Hong, Che Jiang, Kai Tian et al.1 citation
  16. Decentralized Dynamic Cooperation of Personalized Models for Federated Continual Learning ↗Danni Yang, Zhikang Chen, Sen Cui et al.1 citation
  17. DeceptionBench: A Comprehensive Benchmark for AI Deception Behaviors in Real-world Scenarios ↗Yao Huang, Yitong Sun, Yichi Zhang et al.1 citation
  18. Deep Compositional Phase Diffusion for Long Motion Sequence Generation ↗Ho Yin Au, Jie Chen, Junkun Jiang et al.1 citation
  19. Deep Taxonomic Networks for Unsupervised Hierarchical Prototype Discovery ↗Zekun Wang, Ethan Haarer, Tianyi Zhu et al.1 citation
  20. Defining and Discovering Hyper-meta-paths for Heterogeneous Hypergraphs ↗Yaming Yang, Ziyu Zheng, Weigang Lu et al.1 citation
  21. Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs ↗Jie Ma, Ning Qu, Zhitao Gao et al.1 citation
  22. Depth-Bounds for Neural Networks via the Braid Arrangement ↗Moritz Grillo, Christoph Hertrich, Georg Loho1 citation
  23. DermaCon-IN: A Multiconcept-Annotated Dermatological Image Dataset of Indian Skin Disorders for Clinical AI Research ↗Shanawaj S Madarkar, Mahajabeen Madarkar, Madhumitha Venkatesh et al.1 citation
  24. DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization ↗Hongshu Guo, Zeyuan Ma, Yining Ma et al.1 citation
  25. Detecting Generated Images by Fitting Natural Image Distributions ↗Yonggang Zhang, Jun Nie, Xinmei Tian et al.1 citation
  26. DexFlyWheel: A Scalable and Self-improving Data Generation Framework for Dexterous Manipulation ↗Kefei Zhu, Fengshuo Bai, YuanHao Xiang et al.1 citation
  27. DexGarmentLab: Dexterous Garment Manipulation Environment with Generalizable Policy ↗Yuran Wang, Ruihai Wu, Yue Chen et al.1 citation
  28. DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling ↗Yuang Ai, Qihang Fan, Xuefeng Hu et al.1 citation
  29. DictPFL: Efficient and Private Federated Learning on Encrypted Gradients ↗Jiaqi Xue, Mayank Kumar, Yuzhang Shang et al.1 citation
  30. DiffE2E: Rethinking End-to-End Driving with a Hybrid Diffusion-Regression-Classification Policy ↗Rui Zhao, Yuze Fan, Ziguo Chen et al.1 citation
  31. DiffEye: Diffusion-Based Continuous Eye-Tracking Data Generation Conditioned on Natural Images ↗Ozgur Kara, Harris Nisar, James Rehg1 citation
  32. Differentiable Sparsity via D-Gating: Simple and Versatile Structured Penalization ↗Chris Kolb, Laetitia Frost, Bernd Bischl et al.1 citation
  33. Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix ↗Ming Wen, Jiaqi Zhu, Yuedong Xu et al.1 citation
  34. Differentiation Through Black-Box Quadratic Programming Solvers ↗Connor W. Magoon, Fengyu Yang, Noam Aigerman et al.1 citation
  35. Diffusing DeBias: Synthetic Bias Amplification for Model Debiasing ↗Massimiliano Ciranni, Vito Paolo Pastore, Roberto Di Via et al.1 citation
  36. Diffusion Beats Autoregressive in Data-Constrained Settings ↗Mihir Prabhudesai, Mengning Wu, Amir Zadeh et al.1 citation
  37. Diffusion Classifiers Understand Compositionality, but Conditions Apply ↗Yujin Jeong, Arnas Uselis, Seong Joon Oh et al.1 citation
  38. Diffusion Feature Field for Text-based 3D Editing with Gaussian Splatting ↗Eunseo Koh, Sangeek Hyun, MinKyu Lee et al.1 citation
  39. Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics ↗Tobias Würth, Niklas Freymuth, Gerhard M. Neumann et al.1 citation
  40. Diffusion-Driven Progressive Target Manipulation for Source-Free Domain Adaptation ↗Yuyang Huang, Y. R. Chen, Junyu Zhou et al.1 citation
  41. Diffusion-Guided Graph Data Augmentation ↗Maria Marrium, Arif Mahmood, Muhammad Haris Khan et al.1 citation
  42. Direct Alignment with Heterogeneous Preferences ↗Ali Shirali, Arash Nasr-Esfahany, Abdullah Alomar et al.1 citation
  43. DisMo: Disentangled Motion Representations for Open-World Motion Transfer ↗Thomas Ressler-Antal, Frank Fundel, Malek Ben Alaya et al.1 citation
  44. Discovering Important Experts for Mixture-of-Experts Models Pruning Through a Theoretical Perspective ↗Weizhong Huang, Yuxin Zhang, Xiawu Zheng et al.1 citation
  45. Disentangled Cross-Modal Representation Learning with Enhanced Mutual Supervision ↗Lu Gao, Wenlan Chen, Daoyuan Wang et al.1 citation
  46. Distance-informed Neural Processes ↗Aishwarya Venkataramanan, Joachim Denzler1 citation
  47. Distillation Robustifies Unlearning ↗Lee Bruce W, Addie Foote, Alex Infanger et al.1 citation
  48. Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation ↗Enshu Liu, Qian Chen, Xuefei Ning et al.1 citation
  49. Distilling LLM Agent into Small Models with Retrieval and Code Tools ↗Minki Kang, Jongwon Jeong, Seanie Lee et al.1 citation
  50. Distributionally Robust Performative Optimization ↗Zhuangzhuang Jia, Yijie Wang, Roy Dong et al.1 citation
  51. DitHub: A Modular Framework for Incremental Open-Vocabulary Object Detection ↗Chiara Cappellino, Gianluca Mancusi, Matteo Mosconi et al.1 citation
  52. Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum ↗Wenquan Lu, Jiaqi Zhang, Hugues Van Assel et al.1 citation
  53. Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data ↗Zhenqing Ling, Daoyuan Chen, Liuyi Yao et al.1 citation
  54. Diversity-Aware Policy Optimization for Large Language Model Reasoning ↗Jian Yao, Ran Cheng, Xingyu Wu et al.1 citation
  55. Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation ↗Sanjana Ramprasad, Byron Wallace1 citation
  56. Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback ↗Janet Wang, Yunbei Zhang, Zhengming Ding et al.1 citation
  57. Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models ↗Soumya Suvra Ghosal, Souradip Chakraborty, Avinash Reddy et al.1 citation
  58. Domain Adaptive Hashing Retrieval via VLM Assisted Pseudo-Labeling and Dual Space Adaptation ↗Jingyao Li, Zhanshan Li, Shuai Lu1 citation
  59. Don't be lazy: CompleteP enables compute-efficient deep transformers ↗Nolan Dey, Bin Zhang, Lorenzo Noci et al.1 citation
  60. Doodle to Detect: A Goofy but Powerful Approach to Skeleton-based Hand Gesture Recognition ↗Sang Hoon Han, Seonho Lee, Hyeok Nam et al.1 citation
  61. DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? ↗Tianhong Zhou, xu yin, Yingtao Zhu et al.1 citation
  62. Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights ↗Zhiyuan Liang, Dongwen Tang, Yuhao Zhou et al.1 citation
  63. DreamPRM: Domain-reweighted Process Reward Model for Multimodal Reasoning ↗Qi Cao, Ruiyi Wang, Ruiyi Zhang et al.1 citation
  64. DroneAudioset: An Audio Dataset for Drone-based Search and Rescue ↗Chitralekha Gupta, Soundarya Ramesh, Praveen Sasikumar et al.1 citation
  65. Dual-Path Temporal Decoder for End-to-End Multi-Object Tracking ↗Hyunseop Kim, Juheon Jeong, Hanul Kim et al.1 citation
  66. DuetGraph: Coarse-to-Fine Knowledge Graph Reasoning with Dual-Pathway Global-Local Fusion ↗Jin Li, Zezhong Ding, Xike Xie1 citation
  67. DyMoDreamer: World Modeling with Dynamic Modulation ↗Boxuan Zhang, Runqing Wang, Wei Xiao et al.1 citation
  68. Dynamic Shadow Unveils Invisible Semantics for Video Outpainting ↗Ruilin Li, Hang Yu, Jiayan Qiu1 citation
  69. Dynamic Siamese Expansion Framework for Improving Robustness in Online Continual Learning ↗Fei Ye, Yulong Zhao, Qihe Liu et al.1 citation
  70. Dynamic View Synthesis as an Inverse Problem ↗Hidir Yesiltepe, Pinar Yanardag1 citation
  71. DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation ↗Jiashuo Sun, Xianrui Zhong, Sizhe Zhou et al.1 citation
  72. EA3D: Online Open-World 3D Object Extraction from Streaming Videos ↗Xiaoyu Zhou, Jingqi Wang, Yuang Jia et al.1 citation
  73. EAG3R: Event-Augmented 3D Geometry Estimation for Dynamic and Extreme-Lighting Scenes ↗Xiaoshan Wu, Yifei Yu, Xiaoyang Lyu et al.1 citation
  74. EUGens: Efficient, Unified and General Dense Layers ↗Sang Min Kim, Byeongchan Kim, Arijit Sehanobish et al.1 citation
  75. EVODiff: Entropy-aware Variance Optimized Diffusion Inference ↗Shigui Li, Wei Chen, Delu Zeng1 citation
  76. Each Complexity Deserves a Pruning Policy ↗Hanshi Wang, Yuhao Xu, Zekun Xu et al.1 citation
  77. EditInfinity: Image Editing with Binary-Quantized Generative Models ↗Jiahuan Wang, Yuxin Chen, Jun Yu et al.1 citation
  78. Efficient Adaptive Federated Optimization ↗Su Hyeong Lee, Sidharth Sharma, Manzil Zaheer et al.1 citation
  79. Efficient Fairness-Performance Pareto Front Computation ↗Mark Kozdoba, Binyamin Perets, Shie Mannor1 citation
  80. Efficient Federated Learning against Byzantine Attacks and Data Heterogeneity via Aggregating Normalized Gradients ↗Shiyuan Zuo, Xingrun Yan, Rongfei Fan et al.1 citation
  81. Efficient Multi-bit Quantization Network Training via Weight Bias Correction and Bit-wise Coreset Sampling ↗Jinhee Kim, Jae Jun An, Kang Eun Jeon et al.1 citation
  82. Efficient Multimodal Dataset Distillation via Generative Models ↗Zhenghao Zhao, Haoxuan Wang, Junyi Wu et al.1 citation
  83. Efficient RAW Image Deblurring with Adaptive Frequency Modulation ↗Wenlong Jiao, Binglong Li, Wei Shang et al.1 citation
  84. Efficient Randomized Experiments Using Foundation Models ↗Piersilvio De Bartolomeis, Javier Abad, Guanbo Wang et al.1 citation
  85. Efficient Verified Unlearning For Distillation ↗Yijun Quan, Zushu Li, Giovanni Montana1 citation
  86. Efficient and Generalizable Mixed-Precision Quantization via Topological Entropy ↗Nan Li, Yonghui Su, Lianbo Ma1 citation
  87. EfficientNav: Towards On-Device Object-Goal Navigation with Navigation Map Caching and Retrieval ↗Zebin Yang, Sunjian Zheng, Tong Xie et al.1 citation
  88. Efficiently Scaling LLM Reasoning Programs with Certaindex ↗Yichao Fu, Junda Chen, Siqi Zhu et al.1 citation
  89. ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism ↗Zedong Liu, Shenggan Cheng, Guangming Tan et al.1 citation
  90. Eliciting Reasoning in Language Models with Cognitive Tools ↗Brown Ebouky, Andrea Bartezzaghi, Mattia Rigotti1 citation
  91. ElliCE: Efficient and Provably Robust Algorithmic Recourse via the Rashomon Sets ↗Bohdan Turbal, Iryna Voitsitska, Lesia Semenova1 citation
  92. Emergent Temporal Correspondences from Video Diffusion Transformers ↗Jisu Nam, Soowon Son, Dahyun Chung et al.1 citation
  93. EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge ↗Ruskin Raj Manku, Yuzhi Tang, Xingjian Shi et al.1 citation
  94. EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition ↗Christoph G. Schuhmann, Robert Kaczmarczyk, Gollam Rabby et al.1 citation
  95. End-to-End Low-Light Enhancement for Object Detection with Learned Metadata from RAWs ↗Xuelin Shen, Haifeng Jiao, Yitong Wang et al.1 citation
  96. Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling ↗Michał Balcerak, Tamaz Amiranashvili, Antonio Terpin et al.1 citation
  97. Enforcing Hard Linear Constraints in Deep Learning Models with Decision Rules ↗Gonzalo E. Constante‐Flores, Hao Chen, Can Li1 citation
  98. Enhanced Cyclic Coordinate Descent Methods for Elastic Net Penalized Linear Models ↗Yixiao Wang, Zishan Shao, Ting Jiang et al.1 citation
  99. Enhanced Expert Merging for Mixture-of-Experts in Graph Foundation Models ↗Lei Liu, Xingyu Xia, Qianqian Xie et al.1 citation
  100. Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment ↗Kaixun Jiang, Zhaoyu Chen, Haijing Guo et al.1 citation

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