| Judging llm-as-a-judge with mt-bench and chatbot arena L Zheng, WL Chiang, Y Sheng, S Zhuang, Z Wu, Y Zhuang, Z Lin, Z Li, ... Advances in Neural Information Processing Systems 36, 46595-46623, 2023 | 3514* | 2023 |
| Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality WL Chiang, Z Li, Z Lin, Y Sheng, Z Wu, H Zhang, L Zheng, S Zhuang, ... https://lmsys.org/blog/2023-03-30-vicuna/, 2023 | 2743* | 2023 |
| TVM: An automated end-to-end optimizing compiler for deep learning T Chen, T Moreau, Z Jiang, L Zheng, E Yan, H Shen, M Cowan, L Wang, ... 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2018 | 2386* | 2018 |
| Efficient memory management for large language model serving with pagedattention W Kwon, Z Li, S Zhuang, Y Sheng, L Zheng, CH Yu, J Gonzalez, H Zhang, ... Proceedings of the 29th Symposium on Operating Systems Principles, 611-626, 2023 | 1510 | 2023 |
| Learning to optimize tensor programs T Chen, L Zheng, E Yan, Z Jiang, T Moreau, L Ceze, C Guestrin, ... Advances in Neural Information Processing Systems 31, 2018 | 504 | 2018 |
| Chatbot arena: An open platform for evaluating llms by human preference WL Chiang, L Zheng, Y Sheng, AN Angelopoulos, T Li, D Li, B Zhu, ... Forty-first International Conference on Machine Learning, 2024 | 464 | 2024 |
| Ansor: Generating High-Performance Tensor Programs for Deep Learning L Zheng, C Jia, M Sun, Z Wu, CH Yu, A Haj-Ali, Y Wang, J Yang, D Zhuo, ... 14th USENIX symposium on operating systems design and implementation (OSDI …, 2020 | 451 | 2020 |
| FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU Y Sheng, L Zheng, B Yuan, Z Li, M Ryabinin, B Chen, P Liang, C Re, ... International Conference on Machine Learning, 2023 | 378 | 2023 |
| Alpa: Automating Inter-and Intra-Operator Parallelism for Distributed Deep Learning L Zheng, Z Li, H Zhang, Y Zhuang, Z Chen, Y Huang, Y Wang, Y Xu, ... 16th USENIX symposium on operating systems design and implementation (OSDI 22), 2022 | 358 | 2022 |
| H2o: Heavy-hitter oracle for efficient generative inference of large language models Z Zhang, Y Sheng, T Zhou, T Chen, L Zheng, R Cai, Z Song, Y Tian, C Ré, ... Advances in Neural Information Processing Systems 36, 34661-34710, 2023 | 348 | 2023 |
| A hardware–software blueprint for flexible deep learning specialization T Moreau, T Chen, L Vega, J Roesch, E Yan, L Zheng, J Fromm, Z Jiang, ... IEEE Micro 39 (5), 8-16, 2019 | 285* | 2019 |
| Magent: A many-agent reinforcement learning platform for artificial collective intelligence L Zheng, J Yang, H Cai, M Zhou, W Zhang, J Wang, Y Yu Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018 | 256 | 2018 |
| How long can context length of open-source llms truly promise? D Li, R Shao, A Xie, Y Sheng, L Zheng, J Gonzalez, I Stoica, X Ma, ... NeurIPS 2023 Workshop on Instruction Tuning and Instruction Following, 2023 | 164* | 2023 |
| AlpaServe: Statistical multiplexing with model parallelism for deep learning serving Z Li, L Zheng, Y Zhong, V Liu, Y Sheng, X Jin, Y Huang, Z Chen, H Zhang, ... 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2023 | 151 | 2023 |
| LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset L Zheng, WL Chiang, Y Sheng, T Li, S Zhuang, Z Wu, Y Zhuang, Z Li, ... The Twelfth International Conference on Learning Representations, 2023 | 140 | 2023 |
| SGLang: Efficient execution of structured language model programs L Zheng, L Yin, Z Xie, CL Sun, J Huang, CH Yu, S Cao, C Kozyrakis, ... Advances in Neural Information Processing Systems 37, 62557-62583, 2024 | 131* | 2024 |
| Slora: Scalable serving of thousands of lora adapters Y Sheng, S Cao, D Li, C Hooper, N Lee, S Yang, C Chou, B Zhu, L Zheng, ... Proceedings of Machine Learning and Systems 6, 296-311, 2024 | 97* | 2024 |
| Actnn: Reducing training memory footprint via 2-bit activation compressed training J Chen, L Zheng, Z Yao, D Wang, I Stoica, M Mahoney, J Gonzalez International Conference on Machine Learning, 1803-1813, 2021 | 79 | 2021 |
| Rethinking benchmark and contamination for language models with rephrased samples S Yang, WL Chiang, L Zheng, JE Gonzalez, I Stoica arXiv preprint arXiv:2311.04850, 2023 | 78 | 2023 |
| Tensorir: An abstraction for automatic tensorized program optimization S Feng, B Hou, H Jin, W Lin, J Shao, R Lai, Z Ye, L Zheng, CH Yu, Y Yu, ... Proceedings of the 28th ACM International Conference on Architectural …, 2023 | 73 | 2023 |
Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
