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NeurIPS 2024: all accepted papers

4,494 papers · page 5 of 45 · the most cited first · ← NeurIPS 2024

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  1. LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models ↗Qingyao Ai, You Chen, Qingyao Ai et al.14 citations
  2. OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling ↗Linhui Xiao, Yaowei Wang, Fang Peng et al.14 citations
  3. PhyRecon: Physically Plausible Neural Scene Reconstruction ↗Junfeng Ni, Yixin Chen, Bohan Jing et al.14 citations
  4. Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning ↗Haoyi Zhu, Yating Wang, Di Huang et al.14 citations
  5. Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors ↗Zihui Wu, Yu Sun, Yifan Chen et al.14 citations
  6. ReFT: Representation Finetuning for Language Models ↗Zhengxuan Wu, Aryaman Arora, Zheng Wang et al.14 citations
  7. RelBench: A Benchmark for Deep Learning on Relational Databases ↗Joshua Robinson, Rishabh Ranjan, Weihua Hu et al.14 citations
  8. TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning ↗Nemin Wu, Qian Cao, Zhangyu Wang et al.14 citations
  9. UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems ↗Zhi Zheng, Changliang Zhou, Xialiang Tong et al.14 citations
  10. VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation ↗Shiwei Wu, Joya Chen, Kevin Qinghong Lin et al.14 citations
  11. Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models ↗Yonatan Bitton, Aviv Slobodkin, Aviya Maimon et al.14 citations
  12. WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language ModelsLiwei Jiang, Kavel Rao, Seungju Han et al.14 citations · our summary
  13. 4Diffusion: Multi-view Video Diffusion Model for 4D Generation ↗Haiyu Zhang, Xinyuan Chen, Yaohui Wang et al.13 citations
  14. Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models ↗Tuomas Kynkäänniemi, Miika Aittala, Tero Karras et al.13 citations
  15. Attack-Aware Noise Calibration for Differential Privacy ↗Bogdan Kulynych, Juan Gomez, Georgios A. Kaissis et al.13 citations
  16. BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models ↗Yibin Wang, Haizhou Shi, Ligong Han et al.13 citations
  17. Binarized Diffusion Model for Image Super-Resolution ↗Zheng Chen, Haotong Qin, Yong Guo et al.13 citations
  18. CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation ↗Zhongzhen Huang, Yankai Jiang, Rongzhao Zhang et al.13 citations
  19. CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models ↗Cheng Chen, Junchen Zhu, Xu Luo et al.13 citations
  20. CryoBench: Diverse and challenging datasets for the heterogeneity problem in cryo-EM ↗Minkyu Jeon, Rishwanth Raghu, Miro A. Astore et al.13 citations
  21. DiTFastAttn: Attention Compression for Diffusion Transformer Models ↗Zhihang Yuan, Hanling Zhang, Pu Lu et al.13 citations
  22. DiffGS: Functional Gaussian Splatting Diffusion ↗Junsheng Zhou, Weiqi Zhang, Yu-Shen Liu13 citations
  23. DiffuserLite: Towards Real-time Diffusion Planning ↗Zibin Dong, Jianye Hao, Yifu Yuan et al.13 citations
  24. Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data ↗Kai Helli, David Schnurr, Noah Hollmann et al.13 citations
  25. Efficient Adversarial Training in LLMs with Continuous Attacks ↗Sophie Xhonneux, Alessandro Sordoni, Stephan Günnemann et al.13 citations
  26. Entity Alignment with Noisy Annotations from Large Language Models ↗Shengyuan Chen, Qinggang Zhang, Junnan Dong et al.13 citations
  27. Exploring Context Window of Large Language Models via Decomposed Positional Vectors ↗Zican Dong, Junyi Li, Xin Men et al.13 citations
  28. FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction ↗Feijie Wu, X. Wang, Yaqing Wang et al.13 citations
  29. Federated Model Heterogeneous Matryoshka Representation Learning ↗Liping Yi, Han Yu, Chao Ren et al.13 citations
  30. Generalizable Person Re-identification via Balancing Alignment and Uniformity ↗Yoonki Cho, Jaeyoon Kim, Jaeyoon Kim et al.13 citations
  31. Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers ↗Alberto Alfarano, François Charton, Amaury Hayat13 citations
  32. Grid4D: 4D Decomposed Hash Encoding for High-Fidelity Dynamic Gaussian Splatting ↗Jiawei Xu, Z. Fan, Jian Ming Yang et al.13 citations
  33. Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations ↗Hao Chen, Ankit Shah, Jindong Wang et al.13 citations
  34. InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context MemoryChaojun Xiao, Pengle Zhang, Xu Han et al.13 citations · our summary
  35. Iterative Reasoning Preference OptimizationRichard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho et al.13 citations · our summary
  36. Large Scale Transfer Learning for Tabular Data via Language Modeling ↗Josh Gardner, Juan C. Perdomo, Ludwig Schmidt13 citations
  37. MADiff: Offline Multi-agent Learning with Diffusion Models ↗Zhengbang Zhu, Minghuan Liu, Liyuan Mao et al.13 citations
  38. MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models ↗Zunnan Xu, Yukang Lin, Haonan Han et al.13 citations
  39. MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders ↗Xueying Jiang, Sheng Jin, Xiaoqin Zhang et al.13 citations
  40. MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models ↗Yichi Zhang, Yao Huang, Yitong Sun et al.13 citations
  41. ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings ↗Suyoung Lee, Jaeyoung Chung, Junho Huh et al.13 citations
  42. Optimal Flow Matching: Learning Straight Trajectories in Just One Step ↗Nikita М Kornilov, Petr Mokrov, Alexander Vladimirovich Gasnikov et al.13 citations
  43. Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning ↗Jaehyun Nam, Kyuyoung Kim, Seunghyuk Oh et al.13 citations
  44. Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts ↗Mikayel Samvelyan, Sharath Chandra Raparthy, Andrei Lupu et al.13 citations
  45. RedCode: Risky Code Execution and Generation Benchmark for Code Agents ↗Chengquan Guo, Xun Liu, Chulin Xie et al.13 citations
  46. Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise ↗Zhenning Shi, H. R. Zheng, Chen Xu et al.13 citations
  47. SG-Bench: Evaluating LLM Safety Generalization Across Diverse Tasks and Prompt Types ↗Yutao Mou, Shikun Zhang, Wei Ye13 citations
  48. SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers ↗Shraman Pramanick, Rama Chellappa, Subhashini Venugopalan13 citations
  49. STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases ↗Shirley Wu, Shiyu Zhao, Michihiro Yasunaga et al.13 citations
  50. SciCode: A Research Coding Benchmark Curated by Scientists ↗Minyang Tian, Luyu Gao, Shizhuo Zhang et al.13 citations
  51. Spatio-Spectral Graph Neural Networks ↗Simon Geisler, Arthur Kosmala, Daniel Herbst et al.13 citations
  52. Symbolic Regression with a Learned Concept Library ↗Arya Grayeli, Atharva Sehgal, Omar Costilla-Reyes et al.13 citations
  53. Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting ↗Qingxiang Liu, Chenghao Liu, Chenghao Liu et al.13 citations
  54. UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-World Document Analysis ↗Yulong Hui, Yao Lu, Huanchen Zhang13 citations
  55. Vision-Language Navigation with Energy-Based Policy ↗Rui Liu, Wenguan Wang, Yi Ping Yang13 citations
  56. ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification ↗Yefei He, Luoming Zhang, Weijia Wu et al.13 citations
  57. shapiq: Shapley Interactions for Machine Learning ↗Maximilian Muschalik, Hubert Baniecki, Fabian Fumagalli et al.13 citations
  58. A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health ↗Nikhil Behari, Edwin Zhang, Yunfan Zhao et al.12 citations
  59. A General Protocol to Probe Large Vision Models for 3D Physical Understanding ↗Guanqi Zhan, Chuanxia Zheng, Weidi Xie et al.12 citations
  60. A Simulation Benchmark for Autonomous Racing with Large-Scale Human Data ↗Adrian Remonda, Nicklas Hansen, Ayoub Raji et al.12 citations
  61. AGILE: A Novel Reinforcement Learning Framework of LLM Agents ↗Peiyuan Feng, Yichen He, Guanhua Huang et al.12 citations
  62. Accelerating Transformers with Spectrum-Preserving Token Merging ↗Hoai-Chau Tran, Duy Nguyen, Duy Nguyen et al.12 citations
  63. Approximating mutual information of high-dimensional variables using learned representations ↗gokul gowri, Xiao‐Kang Lun, Allon Klein et al.12 citations
  64. Constrained Synthesis with Projected Diffusion Models ↗Jacob K. Christopher, Stephen Baek, Ferdinando Fioretto12 citations
  65. Context and Geometry Aware Voxel Transformer for Semantic Scene Completion ↗Zhu Yu, Runmin Zhang, Jiacheng Ying et al.12 citations
  66. Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents ↗Giorgio Piatti, Zhijing Jin, Max Kleiman‐Weiner et al.12 citations
  67. DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models ↗Shangqian Gao, Chi-Heng Lin, Ting Hua et al.12 citations
  68. DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs ↗Lingchen Meng, Jianwei Yang, Rui Tian et al.12 citations
  69. Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models ↗Lujun Li, Peijie Dong, Zhenheng Tang et al.12 citations
  70. Dual Cone Gradient Descent for Training Physics-Informed Neural Networks ↗Youngsik Hwang, Dong‐Young Lim12 citations
  71. Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models ↗Ce Zhang, Simon Stepputtis, Katia P. Sycara et al.12 citations
  72. Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation ↗Wangbo Zhao, Jiasheng Tang, Yizeng Han et al.12 citations
  73. Efficient multi-prompt evaluation of LLMs ↗Felipe Maia Polo, Ronald Xu, Lucas Weber et al.12 citations
  74. Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention ↗Peng Li, Yuan Liu, Xiaoxiao Long et al.12 citations
  75. Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models ↗Shenghao Fu, Junkai Yan, Qize Yang et al.12 citations
  76. Frustratingly Easy Test-Time Adaptation of Vision-Language Models ↗Matteo Farina, Gianni Franchi, Giovanni Iacca et al.12 citations
  77. GLBench: A Comprehensive Benchmark for Graph with Large Language Models ↗Yuhan Li, Peisong Wang, Xiao Zhu et al.12 citations
  78. GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations ↗Jinhao Duan, Renming Zhang, James Diffenderfer et al.12 citations
  79. GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks ↗Yu Zhang, Changhao Pan, Wenxiang Guo et al.12 citations
  80. Graph Neural Networks Do Not Always Oversmooth ↗Bastian Epping, Alexandre René, Moritz Helias et al.12 citations
  81. HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation ↗Bo Cheng, Yuhang Ma, Liebucha Wu et al.12 citations
  82. Hierarchical Federated Learning with Multi-Timescale Gradient Correction ↗Wenzhi Fang, Dong-Jun Han, Evan Chen et al.12 citations
  83. INQUIRE: A Natural World Text-to-Image Retrieval Benchmark ↗Edward Vendrow, Omiros Pantazis, Alexander Shepard et al.12 citations
  84. Is Your HD Map Constructor Reliable under Sensor Corruptions? ↗Xiaoshuai Hao, Mengchuan Wei, Yifan Yang et al.12 citations
  85. KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge ↗Pengcheng Jiang, Lang Cao, Cao Xiao et al.12 citations
  86. Kernel PCA for Out-of-Distribution Detection ↗Kun Fang, Qinghua Tao, Kexin Lv et al.12 citations
  87. LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems ↗Pengkun Wang, Zhe Zhao, Haibin Wen et al.12 citations
  88. LLMDFA: Analyzing Dataflow in Code with Large Language Models ↗Chengpeng Wang, Wuqi Zhang, Zian Su et al.12 citations
  89. Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate ↗Can Jin, Tong Che, Hongwu Peng et al.12 citations
  90. Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models ↗Regev Cohen, Idan Kligvasser, Ehud Rivlin et al.12 citations
  91. Mixtures of Experts for Audio-Visual Learning ↗Ying Cheng, Yang Li, Junjie He et al.12 citations
  92. MmCows: A Multimodal Dataset for Dairy Cattle Monitoring ↗Hien T. Vu, Omkar Prabhune, Unmesh Raskar et al.12 citations
  93. MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models ↗Leyang Shen, Gongwei Chen, Rui Shao et al.12 citations
  94. Multi-Object Hallucination in Vision Language Models ↗Xuweiyi Chen, Ziqiao Ma, Xuejun Zhang et al.12 citations
  95. NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping ↗Yamin Li, Ange Lou, Ziyuan Xu et al.12 citations
  96. OPUS: Occupancy Prediction Using a Sparse Set ↗Jiabao Wang, Zhaojiang Liu, Qiang Meng et al.12 citations
  97. One-Step Diffusion Distillation through Score Implicit Matching ↗Weijian Luo, Zemin Huang, Zhengyang Geng et al.12 citations
  98. Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning ↗Pouya M. Ghari, Yanning Shen12 citations
  99. Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning ↗Sriyash Poddar, Yanming Wan, Hamish Ivison et al.12 citations
  100. Phased Consistency Models ↗Fu-Yun Wang, Zhaoyang Huang, Alexander W. Bergman et al.12 citations

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