Elamur Research⌕
☰
home / venues / NeurIPS / 2024

NeurIPS 2024 — accepted papers

NeurIPS 2024 is the 2024 edition of the Conference on Neural Information Processing Systems (NeurIPS), held in Vancouver, Canada, 10–15 December 2024. OpenAlex lists 4,494 papers of it; our library holds 34 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

 4,494papers in the proceedings 34works in our library 6,847citations of these works Vancouver, Canadawhere it was held 10–15 December 2024when

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  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

All accepted papers (4,494)

The most cited first; 34 with our summary link to their page here, the others to the original.

  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

See all 4,494 papers in NeurIPS 2024 — accepted papers →

 Papers with our summary in our library (34)

The most cited first (OpenAlex citations plus our library's).

  1. MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding BenchmarkYubo Wang, Xueguang Ma, Ge Zhang, et al.2024 · 731 citations
  2. SWE-agent: Agent-Computer Interfaces Enable Automated Software EngineeringJohn Yang, Carlos E. Jimenez, Alexander Wettig, et al.2024 · 507 citations
  3. The FineWeb Datasets: Decanting the Web for the Finest Text Data at ScaleGuilherme Penedo, Hynek Kydlíček, Loubna Ben allal, et al.2024 · 404 citations
  4. SnapKV: LLM Knows What You are Looking for Before GenerationYuhong Li, Yingbing Huang, Bowen Yang, et al.2024 · 350 citations
  5. KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache QuantizationColeman Hooper, Sehoon Kim, Hiva Mohammadzadeh, et al.2024 · 293 citations
  6. JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language ModelsPatrick Chao, Edoardo Debenedetti, Alexander Robey, et al.2024 · 273 citations
  7. HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language ModelsBernal Jimenez Gutierrez, Yiheng Shu, Yu Gu, et al.2024 · 264 citations
  8. Are We on the Right Way for Evaluating Large Vision-Language Models?Lin Chen, Jinsong Li, Xiaoyi Dong, et al.2024 · 263 citations
  9. QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMsSaleh Ashkboos, Amirkeivan Mohtashami, Maximilian L. Croci, et al.2024 · 252 citations
  10. RedPajama: an Open Dataset for Training Large Language ModelsMaurice Weber, Daniel Fu, Quentin Anthony, et al.2024 · 247 citations
  11. G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question AnsweringXiaoxin He, Yijun Tian, Yifei Sun, et al.2024 · 234 citations
  12. OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer EnvironmentsTianbao Xie, Danyang Zhang, Jixuan Chen, et al.2024 · 228 citations
  13. Measuring Multimodal Mathematical Reasoning with MATH-Vision DatasetKe Wang, Junting Pan, Weikang Shi, et al.2024 · 198 citations
  14. MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse AttentionHuiqiang Jiang, Yucheng Li, Chengruidong Zhang, et al.2024 · 197 citations
  15. ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree SearchDan Zhang, Sining Zhoubian, Ziniu Hu, et al.2024 · 197 citations
  16. What matters when building vision-language models?Hugo Laurençon, Leo Tronchon, Matthieu Cord, et al.2024 · 195 citations
  17. Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMsShengbang Tong, Ellis Brown, Penghao Wu, et al.2024 · 173 citations
  18. Long-form factuality in large language modelsJerry Wei, Chengrun Yang, Xinying Song, et al.2024 · 162 citations
  19. CultureLLM: Incorporating Cultural Differences into Large Language ModelsCheng Li, Mengzhou Chen, Jindong Wang, et al.2024 · 160 citations
  20. DataComp-LM: In search of the next generation of training sets for language modelsJeffrey Li, Alex Fang, Georgios Smyrnis, et al.2024 · 156 citations
  21. WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMsSeungju Han, Kavel Rao, Allyson Ettinger, et al.2024 · 155 citations
  22. BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and LanguagesJunho Myung, Nayeon Lee, Yi Zhou, et al.2024 · 147 citations
  23. Iterative Reasoning Preference OptimizationRichard Yuanzhe Pang, Weizhe Yuan, Kyunghyun Cho, et al.2024 · 144 citations
  24. Many-Shot In-Context LearningRishabh Agarwal, Avi Singh, Lei M. Zhang, et al.2024 · 134 citations
  25. Simple and Effective Masked Diffusion Language ModelsSubham Sekhar Sahoo, Marianne Arriola, Yair Schiff, et al.2024 · 134 citations

See all 34 works in NeurIPS 2024 — accepted papers →

 Top topics

Topics of its works in our library, with the number of works on each.

Language models & pretraining (23)Evaluation & benchmarks (5)Reasoning (5)Vision & language (5)Bias, fairness & safety (2)Question answering (1)Code & programming languages (1)Semitic languages (1)Information retrieval & search (1)Efficient models & compression (1)

 Fields

Computer Science (34)Arts and Humanities (27)Engineering (2)Social Sciences (2)Business, Management and Accounting (1)Mathematics (1)Medicine (1)Neuroscience (1)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Ge Zhang2 works here · 825 citations🧑‍🔬Leandro Von Werra2 works here · 430 citations🧑‍🔬Loubna Ben Allal2 works here · 430 citations🧑‍🔬Martin Jaggi2 works here · 278 citations🧑‍🔬Allyson Ettinger2 works here · 244 citations🧑‍🔬Kavel Rao2 works here · 244 citations🧑‍🔬Liwei Jiang2 works here · 244 citations🧑‍🔬Nouha Dziri2 works here · 244 citations🧑‍🔬Seungju Han2 works here · 244 citations🧑‍🔬Yejin Choi2 works here · 244 citations🧑‍🔬Max Ku1 work here · 731 citations🧑‍🔬Tianle Li1 work here · 731 citations

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/