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NeurIPS 2024: all accepted papers

4,494 papers · page 1 of 45 · the most cited first · ← NeurIPS 2024

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  1. YOLOv10: Real-Time End-to-End Object DetectionAo Wang, Hui Chen, Lihao Liu et al.2,788 citations
  2. VMamba: Visual State Space ModelYue Liu, Yunjie Tian, Yuzhong Zhao et al.1,295 citations
  3. Depth Anything V2Lihe Yang, Bingyi Kang, Zilong Huang et al.610 citations
  4. TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous VariablesYuxuan Wang, Haixu Wu, Jiaxiang Dong et al.260 citations
  5. SWE-agent: Agent-Computer Interfaces Enable Automated Software EngineeringJohn Yang, Carlos Jimenez, Alexander Wettig et al.241 citations · our summary
  6. xLSTM: Extended Long Short-Term MemoryMaximilian Beck, Korbinian Pöppel, Markus Spanring et al.233 citations
  7. LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPSZhiwen Fan, Kevin Wang, Kairun Wen et al.214 citations
  8. Gorilla: Large Language Model Connected with Massive APIsShishir G. Patil, Tianjun Zhang, Xin Wang et al.196 citations · our summary
  9. CogVLM: Visual Expert for Pretrained Language ModelsWeihan Wang, Qingsong Lv, Wenmeng Yu et al.152 citations · our summary
  10. Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale PredictionKeyu Tian, Yi Jiang, Zehuan Yuan et al.142 citations
  11. HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language ModelsYu Gu, Yiheng Shu, Yu Gu et al.134 citations · our summary
  12. SGLang: Efficient Execution of Structured Language Model ProgramsLianmin Zheng, Liangsheng Yin, Zhiqiang Xie et al.132 citations · our summary
  13. MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding BenchmarkYubo Wang, Xueguang Ma, Ge Zhang et al.122 citations · our summary
  14. SpatialRGPT: Grounded Spatial Reasoning in Vision-Language ModelsAn‐Chieh Cheng, Hongxu Yin, Yang Lie Fu et al.116 citations
  15. PointMamba: A Simple State Space Model for Point Cloud AnalysisDingkang Liang, Xin Zhou, Wei Xu et al.112 citations
  16. AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM AgentsEdoardo Debenedetti, Jie Zhang, Mislav Balunović et al.106 citations
  17. Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction TuningZebang Cheng, Zhi-Qi Cheng, Jun-Yan He et al.106 citations
  18. G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question AnsweringXiaoxin He, Yijun Tian, Yifei Sun et al.105 citations · our summary
  19. SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core FusionLu Han, Xu-Yang Chen, Han-Jia Ye et al.105 citations
  20. Are We on the Right Way for Evaluating Large Vision-Language Models?Lin Chen, Jinsong Li, Xiaoyi Dong et al.103 citations · our summary
  21. FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precisionJay Shah, Ganesh Bikshandi, Ying Zhang et al.101 citations
  22. JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language ModelsPatrick Chao, Edoardo Debenedetti, Alexander Robey et al.95 citations · our summary
  23. Bench2Drive: Towards Multi-Ability Benchmarking of Closed-Loop End-To-End Autonomous DrivingXiaosong Jia, Zhenjie Yang, Qifeng Li et al.91 citations
  24. MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly DetectionHaoyang He, Yuhu Bai, Jiangning Zhang et al.91 citations
  25. Tree of Attacks: Jailbreaking Black-Box LLMs AutomaticallyAnay Mehrotra, Manolis Zampetakis, Paul Kassianik et al.84 citations · our summary
  26. Are Language Models Actually Useful for Time Series Forecasting?Mingtian Tan, Mike A. Merrill, Vinayak Gupta et al.83 citations
  27. Demystify Mamba in Vision: A Linear Attention PerspectiveDongchen Han, Ziyi Wang, Zhuofan Xia et al.80 citations
  28. LLM Evaluators Recognize and Favor Their Own GenerationsArjun Panickssery, Samuel R. Bowman, Shi Feng80 citations
  29. PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language ModelsFanxu Meng, Zhaohui Wang, Muhan Zhang78 citations
  30. 3D Gaussian Splatting as Markov Chain Monte CarloShakiba Kheradmand, Daniel Rebain, Gopal Sharma et al.76 citations
  31. MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-MakingYubin Kim, Chanwoo Park, Hyewon Jeong et al.76 citations
  32. One-Step Effective Diffusion Network for Real-World Image Super-ResolutionRongyuan Wu, Lingchen Sun, Zhiyuan Ma et al.75 citations
  33. Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series ClassificationYihe Wang, Nan Huang, Taida Li et al.71 citations
  34. Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client ResourcesJiamu Bai, Daoyuan Chen, Bingchen Qian et al.68 citations
  35. LongVideoBench: A Benchmark for Long-context Interleaved Video-Language UnderstandingHaoning Wu, Dongxu Li, Bei Chen et al.68 citations
  36. SegVol: Universal and Interactive Volumetric Medical Image SegmentationYuxin Du, Fan Bai, Tiejun Huang et al.67 citations
  37. LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential RecommendationQidong Liu, Xian Wei Wu, Yejing Wang et al.66 citations
  38. ShareGPT4Video: Improving Video Understanding and Generation with Better CaptionsLin Chen, Xilin Wei, Jinsong Li et al.65 citations
  39. What matters when building vision-language models?Hugo Laurençon, Léo Tronchon, Matthieu Cord et al.65 citations · our summary
  40. UniTS: A Unified Multi-Task Time Series ModelShanghua Gao, Teddy Koker, Owen Queen et al.64 citations
  41. Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMsShengbang Tong, Ellis Brown, Penghao Wu et al.63 citations · our summary
  42. KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache QuantizationColeman Richard Charles Hooper, Sehoon Kim, Hiva Mohammadzadeh et al.63 citations · our summary
  43. ReEvo: Large Language Models as Hyper-Heuristics with Reflective EvolutionHaoran Ye, Jiarui Wang, Zhiguang Cao et al.63 citations
  44. Decoupled Kullback-Leibler Divergence LossJiequan Cui, Zhuotao Tian, Zhisheng Zhong et al.62 citations
  45. SnapKV: LLM Knows What You are Looking for Before GenerationYuhong Li, Yingbing Huang, Bowen Yang et al.62 citations · our summary
  46. AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge BasesZhaorun Chen, Zhen Xiang, Chaowei Xiao et al.61 citations
  47. HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image AnalysisGuillaume Jaume, Paul Doucet, Andrew H. Song et al.61 citations
  48. Refusal in Language Models Is Mediated by a Single DirectionAndy Arditi, Oscar Obeso, Aaquib Syed et al.61 citations
  49. CAT3D: Create Anything in 3D with Multi-View Diffusion ModelsRuiqi Gao, Aleksander Hołyński, Philipp Henzler et al.60 citations
  50. AutoTimes: Autoregressive Time Series Forecasters via Large Language ModelsYong Liu, Qin Guo, Xiangdong Huang et al.59 citations
  51. Diffusion Forcing: Next-token Prediction Meets Full-Sequence DiffusionBoyuan Chen, Diego Martí Monsó, Yilun Du et al.58 citations
  52. Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought ReasoningHao Shao, Shengju Qian, Han Xiao et al.57 citations
  53. Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space ModelYuheng Shi, Minjing Dong, Chang Xu56 citations
  54. QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMsSaleh Ashkboos, Amirkeivan Mohtashami, Maximilian L. Croci et al.56 citations · our summary
  55. A Closer Look at AUROC and AUPRC under Class ImbalanceMatthew B. A. McDermott, Haoran Zhang, Lasse Hansen et al.55 citations
  56. Improved Distribution Matching Distillation for Fast Image SynthesisTianwei Yin, Michaël Gharbi, Taesung Park et al.55 citations
  57. NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and BenchmarkingDaniel Dauner, Marcel Hallgarten, Tianyu Li et al.55 citations
  58. OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer EnvironmentsTianbao Xie, Danyang Zhang, Zhoujun Cheng et al.55 citations · our summary
  59. SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object DetectionYuxuan Li, Xiang Li, Weijie Li et al.55 citations
  60. Autoregressive Image Generation without Vector QuantizationTianhong Li, Yonglong Tian, Li He et al.54 citations
  61. IMAGPose: A Unified Conditional Framework for Pose-Guided Person GenerationFei Shen, Jinhui Tang54 citations
  62. VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real TimeSicheng Xu, Guojun Chen, Yuxiao Guo et al.54 citations
  63. DF40: Toward Next-Generation Deepfake DetectionZhiyuan Yan, Taiping Yao, Shen Chen et al.53 citations
  64. PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEsZhongkai Hao, Jiachen Yao, Fanzhi Lu et al.53 citations
  65. The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection BenchmarkQinghua Liu, John Paparrizos53 citations
  66. Chain-of-Thought Reasoning Without PromptingXuezhi Wang, Denny Zhou52 citations
  67. FuseMoE: Mixture-of-Experts Transformers for Fleximodal FusionXing Han, Huy Nguyen, Carl Harris et al.51 citations
  68. Make Your LLM Fully Utilize the ContextShengnan An, Zexiong Ma, Zeqi Lin et al.51 citations
  69. FilterNet: Harnessing Frequency Filters for Time Series ForecastingKun Yi, Jingru Fei, Qi Zhang et al.50 citations
  70. FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision MakingYangyang Yu, Zhiyuan Yao, Haohang Li et al.50 citations
  71. Invisible Image Watermarks Are Provably Removable Using Generative AIXuandong Zhao, Kexun Zhang, Zihao Su et al.50 citations
  72. CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat IntelligenceTanvirul Alam, Dipkamal Bhusal, Le Nguyen et al.49 citations
  73. Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility GenerationJiawei Wang, Renhe Jiang, Chuang Yang et al.49 citations
  74. Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence ModelingSili Huang, Jifeng Hu, Zhejian Yang et al.48 citations
  75. FinBen: A Holistic Financial Benchmark for Large Language ModelsQianqian Xie, Weiguang Han, Zhengyu Chen et al.48 citations
  76. The FineWeb Datasets: Decanting the Web for the Finest Text Data at ScaleGuilherme Penedo, Hynek Kydlíček, Loubna Ben Allal et al.47 citations · our summary
  77. Vista: A Generalizable Driving World Model with High Fidelity and Versatile ControllabilityShenyuan Gao, Jiazhi Yang, Li Chen et al.47 citations
  78. CultureLLM: Incorporating Cultural Differences into Large Language ModelsCheng Li, M. Chen, Jindong Wang et al.46 citations · our summary
  79. Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion TransformerShuang Wu, Youtian Lin, Feihu Zhang et al.46 citations
  80. Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge GraphsLiyi Chen, Panrong Tong, Zhongming Jin et al.46 citations
  81. Visual Decoding and Reconstruction via EEG Embeddings with Guided DiffusionDongyang Li, Chen Wei, Shiying Li et al.46 citations
  82. CycleNet: Enhancing Time Series Forecasting through Modeling Periodic PatternsShengsheng Lin, Shengsheng Lin, Xinyi Hu et al.45 citations
  83. From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with ReflectionXinlei Wang, Maike Feng, Jing Qiu et al.45 citations
  84. Large Language Model UnlearningYuanshun Yao, Xiaojun Xu, Yang Liu45 citations · our summary
  85. Simple and Effective Masked Diffusion Language ModelsSubham Sahoo, Marianne Arriola, Yair Schiff et al.45 citations · our summary
  86. UltraEdit: Instruction-based Fine-Grained Image Editing at ScaleHaozhe Zhao, Xiaojian Ma, Liang Chen et al.45 citations
  87. Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object DetectionGuowen Zhang, Lue Fan, Chenhang He et al.45 citations
  88. WildGaussians: 3D Gaussian Splatting In the WildJonas Kulhanek, Songyou Peng, Zuzana Kúkelová et al.45 citations
  89. From Similarity to Superiority: Channel Clustering for Time Series ForecastingJialin Chen, Jan Eric Lenssen, Aosong Feng et al.44 citations
  90. LLM-Check: Investigating Detection of Hallucinations in Large Language ModelsGaurang Sriramanan, Siddhant Bharti, Vinu Sankar Sadasivan et al.44 citations
  91. ProSST: Protein Language Modeling with Quantized Structure and Disentangled AttentionMingchen Li, Yang Tan, Xinzhu Ma et al.44 citations
  92. SimPO: Simple Preference Optimization with a Reference-Free RewardYu Meng, Mengzhou Xia, Danqi Chen44 citations
  93. Better by default: Strong pre-tuned MLPs and boosted trees on tabular dataDavid Holzmüller, Léo Grinsztajn, Ingo Steinwart43 citations
  94. Chat-Scene: Bridging 3D Scene and Large Language Models with Object IdentifiersHaifeng Huang, Yilun Chen, Zehan Wang et al.43 citations
  95. Coupled Mamba: Enhanced Multimodal Fusion with Coupled State Space ModelWenbing Li, Hang Zhou, Junqing Yu et al.43 citations
  96. FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank AdaptationsZiyao Wang, Zheyu Shen, Yexiao He et al.43 citations
  97. Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time SeriesVijay Ekambaram, Arindam Jati, Pankaj S Dayama et al.43 citations
  98. Chain of Agents: Large Language Models Collaborating on Long-Context TasksYusen Zhang, Ruoxi Sun, Yanfei Chen et al.42 citations
  99. DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian ConsensusYu Chen, Gim Hee Lee42 citations
  100. EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG SignalsGuagnyu Wang, Haifeng Li, Yuhong He et al.42 citations

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