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NeurIPS 2024: all accepted papers

4,494 papers · page 8 of 45 · the most cited first · ← NeurIPS 2024

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  1. Learning Cooperative Trajectory Representations for Motion Forecasting ↗Hongzhi Ruan, Haibao Yu, Wenxian Yang et al.9 citations
  2. Learning Diffusion Priors from Observations by Expectation Maximization ↗François Rozet, Gérôme Andry, François Lanusse et al.9 citations
  3. Long-range Meta-path Search on Large-scale Heterogeneous Graphs ↗Chao Li, Zijie Guo, Qiuting He et al.9 citations
  4. Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT ↗Le Zhuo, Ruoyi Du, Han Xiao et al.9 citations
  5. MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution ↗Cheng‐Lin Liu, Fei Zhu, Shijie Ma et al.9 citations
  6. MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing ↗Chenjie Cao, Yanwei Fu, Fan Wang et al.9 citations
  7. MatFormer: Nested Transformer for Elastic Inference ↗Devvrit Devvrit, Sneha Kudugunta, Aditya Kusupati et al.9 citations
  8. Mission Impossible: A Statistical Perspective on Jailbreaking LLMs ↗Jingtong Su, Julia Kempe, Karen Ullrich9 citations
  9. Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor ↗Shaokui Wei, Hongyuan Zha, Baoyuan Wu9 citations
  10. Mixture of Experts Meets Prompt-Based Continual Learning ↗Minh Le, An Nguyen, Huy Quang Nguyen et al.9 citations
  11. Mixture of Link Predictors on Graphs ↗Li Ma, Haoyu Han, Juanhui Li et al.9 citations
  12. NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction ↗Zixuan Gong, Guangyin Bao, Qi Zhang et al.9 citations
  13. Non-convolutional graph neural networks. ↗Yuanqing Wang, Kyunghyun Cho9 citations
  14. ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models ↗Jingyuan Zhu, Shiyu Li, Yuxuan Liu et al.9 citations
  15. OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI ↗Zhen Huang, Zengzhi Wang, Shijie Xia et al.9 citations
  16. Omnigrasp: Grasping Diverse Objects with Simulated Humanoids ↗Zhengyi Luo, Jinkun Cao, Sammy Christen et al.9 citations
  17. On the Scalability of GNNs for Molecular Graphs ↗Maciej Sypetkowski, Frederik Wenkel, Farimah Poursafaei et al.9 citations
  18. OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset ↗Shubham Toshniwal, Ivan Moshkov, Sean Narenthiran et al.9 citations
  19. Optimal ablation for interpretability ↗Maximilian Li, Lucas Janson9 citations
  20. Overcoming Common Flaws in the Evaluation of Selective Classification Systems ↗Jeremias Traub, Till J. Bungert, Carsten T. Lüth et al.9 citations
  21. PTQ4DiT: Post-training Quantization for Diffusion Transformers ↗Junyi Wu, Haoxuan Wang, Yuzhang Shang et al.9 citations
  22. Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models ↗Shengchao Chen, Guodong Long, Jing Jiang et al.9 citations
  23. Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization ↗Junlin He, Jinxiao Du, Wei Ma9 citations
  24. ProG: A Graph Prompt Learning Benchmark ↗Chenyi Zi, Haihong Zhao, Xiangguo Sun et al.9 citations
  25. QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation ↗H.-L. Wu, Xinyu Ye, Junchi Yan9 citations
  26. RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization ↗Bing Yang, Changsheng Quan, Yabo Wang et al.9 citations
  27. Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective ↗Yanan Zhang, Jiangmeng Li, Lixiang Liu et al.9 citations
  28. Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy ↗Sunwoo Kim, Soo Yong Lee, Fanchen Bu et al.9 citations
  29. Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective ↗Chengsen Wang, Qi Qi, Jingyu Wang et al.9 citations
  30. RoPINN: Region Optimized Physics-Informed Neural Networks ↗Haixu Wu, Huakun Luo, Yuezhou Ma et al.9 citations
  31. SCube: Instant Large-Scale Scene Reconstruction using VoxSplats ↗Xuanchi Ren, Yifan Lu, Hanxue Liang et al.9 citations
  32. Saliency-driven Experience Replay for Continual Learning ↗Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi et al.9 citations
  33. Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes ↗Duo Zhou, Christopher Brix, Grani A. Hanasusanto et al.9 citations
  34. ScaleKD: Strong Vision Transformers Could Be Excellent Teachers ↗Jiawei Fan, Chao Li, Xiaolong Liu et al.9 citations
  35. Scene Graph Generation with Role-Playing Large Language Models ↗Guikun Chen, Jin Li, Wenguan Wang9 citations
  36. Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing ↗Haonan Lin, Yan Chen, Jiahao Wang et al.9 citations
  37. Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models ↗Yuancheng Xu, Jiarui Yao, Manli Shu et al.9 citations
  38. Simple and Fast Distillation of Diffusion Models ↗Zhenyu Zhou, Defang Chen, Can Wang et al.9 citations
  39. SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices ↗Ruslan Svirschevski, Avner May, Zhuoming Chen et al.9 citations
  40. SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection ↗Yachao Liang, Min Yu, Gang Li et al.9 citations
  41. SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation ↗Sangwoo Hwang, Seunghyun Lee, Dahoon Park et al.9 citations
  42. TFG: Unified Training-Free Guidance for Diffusion Models ↗Haotian Ye, Haowei Lin, Jiaqi Han et al.9 citations
  43. Tackling Uncertain Correspondences for Multi-Modal Entity Alignment ↗Liyi Chen, Ying Qiu Sun, Shengzhe Zhang et al.9 citations
  44. Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth ↗Wei Chen, Xixuan Hao, Yuankai Wu et al.9 citations
  45. The iNaturalist Sounds Dataset ↗Mustafa Chasmai, Alex Shepard, Subhransu Maji et al.9 citations
  46. To Believe or Not to Believe Your LLM: Iterative Prompting for Estimating Epistemic Uncertainty ↗Yasin Abbasi Yadkori, Ilja Kuzborskij, András György et al.9 citations
  47. Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts ↗Zhiwei Lin, Zhi Tang, Zhi Tang9 citations
  48. Truth is Universal: Robust Detection of Lies in LLMs ↗Lennart Bürger, Fred A. Hamprecht, Boaz Nadler9 citations
  49. UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections ↗Fangjinhua Wang, Marie‐Julie Rakotosaona, Michael Niemeyer et al.9 citations
  50. Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement ↗Zhehao Huang, Xinwen Cheng, Jinghao Zheng et al.9 citations
  51. Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles ↗Rui Duan, Mingjian Guang, Junli Wang et al.9 citations
  52. WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment ↗Hao Tang, Darren Key, Kevin Ellis9 citations
  53. iVideoGPT: Interactive VideoGPTs are Scalable World Models ↗Jialong Wu, Shaofeng Yin, Ningya Feng et al.9 citations
  54. A Topology-aware Graph Coarsening Framework for Continual Graph Learning ↗Xiaoxue Han, Zhuo Feng, Yue Ning8 citations
  55. A Unified Framework for 3D Scene Understanding ↗Wei Xu, Chunsheng Shi, Sifan Tu et al.8 citations
  56. APEBench: A Benchmark for Autoregressive Neural Emulators of PDEs ↗Felix Koehler, Simon Niedermayr, Rüdiger Westermann et al.8 citations
  57. Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization ↗Xinyu Lyu, Beitao Chen, Lianli Gao et al.8 citations
  58. An End-To-End Graph Attention Network Hashing for Cross-Modal Retrieval ↗Huilong Jin, Yingxue Zhang, Lei Shi et al.8 citations
  59. Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? ↗Jiacheng Cen, Anyi Li, Ning Lin et al.8 citations
  60. Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems ↗Lingjiao Chen, Jared Quincy Davis, Boris Hanin et al.8 citations
  61. AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising ↗Zigeng Chen, Xinyin Ma, Gongfan Fang et al.8 citations
  62. AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning ↗Minghao Chen, Yihang Li, Yanting Yang et al.8 citations
  63. AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning ↗Shirley Wu, Shiyu Zhao, Qian Huang et al.8 citations
  64. BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity ↗Chih-Hsuan Yang, Ben Feuer, Talukder Zaki Jubery et al.8 citations
  65. BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping ↗Taolin Zhang, Jinpeng Wang, Hang Guo et al.8 citations
  66. Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking ↗Zijian Dong, Ruilin Li, Yi‐Lei Wu et al.8 citations
  67. CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models ↗Junho Kim, Junho Kim, Yeon Kim et al.8 citations
  68. Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales? ↗Zhanke Zhou, Rong Tao, Jianing Zhu et al.8 citations
  69. Can Simple Averaging Defeat Modern Watermarks? ↗Pei Yang, Hai Ci, Yiren Song et al.8 citations
  70. Can large language models explore in-context? ↗Akshay Krishnamurthy, Keegan Harris, Dylan J. Foster et al.8 citations
  71. Croissant: A Metadata Format for ML-Ready Datasets ↗Mubashara Akhtar, Omar Benjelloun, Costanza Conforti et al.8 citations
  72. DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs ↗Jiasheng Zhang, Jialin Chen, Menglin Yang et al.8 citations
  73. DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization ↗Haowei Zhu, Dehua Tang, Ji Liu et al.8 citations
  74. DiffuLT: Diffusion for Long-tail Recognition Without External Knowledge ↗Jie Shao, Ke Zhu, Hanxiao Zhang et al.8 citations
  75. Diffusion-Inspired Truncated Sampler for Text-Video Retrieval ↗Jiamian Wang, Pichao Wang, Dongfang Liu et al.8 citations
  76. Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment ↗Jiawei Du, Xin Zhang, Juncheng Hu et al.8 citations
  77. DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model ↗Yuqi Wang, Ke Cheng, Jiawei He et al.8 citations
  78. E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation ↗Boqian Wu, Qiao Xiao, Shiwei Liu et al.8 citations
  79. ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction ↗Wei Fu Dong, Han Zhou, Yulun Zhang et al.8 citations
  80. Enhancing Graph Transformers with Hierarchical Distance Structural Encoding ↗Yuankai Luo, Hongkang Li, Lei Shi et al.8 citations
  81. Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration ↗Yichong Huang, Xiaocheng Feng, Baohang Li et al.8 citations
  82. Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM ↗Chenxin Li, Yue Huang, Wuyang Li et al.8 citations
  83. FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling ↗Zaixi Zhang, Mengdi Wang, Qi Liu8 citations
  84. Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding ↗Zhenyu Zhang, Runjin Chen, Shiwei Liu et al.8 citations
  85. FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention ↗Yu Lu, Yuanzhi Liang, Linchao Zhu et al.8 citations
  86. Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching ↗Yongqi Wang, Wenxiang Guo, Rongjie Huang et al.8 citations
  87. GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation ↗Junhao Cai, Yuji Yang, Weihao Yuan et al.8 citations
  88. GTA: A Benchmark for General Tool Agents ↗Jize Wang, Zerun Ma, Xinyi Le et al.8 citations
  89. GenAI Arena: An Open Evaluation Platform for Generative Models ↗Dongfu Jiang, Max Ku, Tianle Li et al.8 citations
  90. Gradient Guidance for Diffusion Models: An Optimization Perspective ↗Yingqing Guo, Hui Yuan, Mengdi Wang et al.8 citations
  91. GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts ↗Shirley Wu, Kaidi Cao, Bruno Ribeiro et al.8 citations
  92. HYSYNTH: Context-Free LLM Approximation for Guiding Program Synthesis ↗Shraddha Barke, Emmanuel Anaya Gonzalez, Saketh Ram Kasibatla et al.8 citations
  93. Happy: A Debiased Learning Framework for Continual Generalized Category Discovery ↗Shijie Ma, Fei Zhu, Zhun Zhong et al.8 citations
  94. HuRef: HUman-REadable Fingerprint for Large Language Models ↗Boyi Zeng, Lizheng Wang, Yuncong Hu et al.8 citations
  95. Human-3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models ↗Yuxuan Xue, Xianghui Xie, Riccardo Marin et al.8 citations
  96. IF-Font: Ideographic Description Sequence-Following Font Generation ↗Xinping Chen, Xiao Ke, Wenzhong Guo8 citations
  97. Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses ↗Xiaosen Zheng, Tianyu Pang, Chao Du et al.8 citations
  98. Interactive Deep Clustering via Value Mining ↗Honglin Liu, Peng Hu, Changqing Zhang et al.8 citations
  99. Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters ↗Haibo Jin, Andy Zhou, Joe D. Menke et al.8 citations
  100. LaKD: Length-agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations ↗Yuhang Li, Changsheng Li, Ruilin Lv et al.8 citations

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