| 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, ... See https://vicuna. lmsys. org (accessed 14 April 2023), 2023 | 458 | 2023 |
| Train big, then compress: Rethinking model size for efficient training and inference of transformers Z Li, E Wallace, S Shen, K Lin, K Keutzer, D Klein, J Gonzalez International Conference on Machine Learning, 5958-5968, 2020 | 223 | 2020 |
| 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, ... arXiv preprint arXiv:2306.05685, 2023 | 181 | 2023 |
| Understanding and improving transformer from a multi-particle dynamic system point of view Y Lu, Z Li, D He, Z Sun, B Dong, T Qin, L Wang, TY Liu arXiv preprint arXiv:1906.02762, 2019 | 137 | 2019 |
| 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, ... arXiv preprint arXiv:2201.12023, 2022 | 112 | 2022 |
| Efficient training of BERT by progressively stacking L Gong, D He, Z Li, T Qin, L Wang, T Liu International conference on machine learning, 2337-2346, 2019 | 107 | 2019 |
| Fast structured decoding for sequence models Z Sun, Z Li, H Wang, D He, Z Lin, Z Deng Advances in Neural Information Processing Systems 32, 2019 | 106 | 2019 |
| Hint-based training for non-autoregressive machine translation Z Li, Z Lin, D He, F Tian, T Qin, L Wang, TY Liu | 70 | 2018 |
| Terapipe: Token-level pipeline parallelism for training large-scale language models Z Li, S Zhuang, S Guo, D Zhuo, H Zhang, D Song, I Stoica International Conference on Machine Learning, 6543-6552, 2021 | 57 | 2021 |
| Towards binary-valued gates for robust lstm training Z Li, D He, F Tian, W Chen, T Qin, L Wang, T Liu International Conference on Machine Learning, 2995-3004, 2018 | 57 | 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 | 36 | 2023 |
| 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 Ré, ... International Conference on Machine Learning, 31094-31116, 2023 | 32* | 2023 |
| Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems S Zhuang, Z Li, D Zhuo, S Wang, E Liang, R Nishihara, P Moritz, I Stoica Proceedings of the 2021 ACM SIGCOMM 2021 Conference, 641-656, 2021 | 19 | 2021 |
| 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, ... arXiv preprint arXiv:2302.11665, 2023 | 9 | 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, ... arXiv preprint arXiv:2309.11998, 2023 | 6 | 2023 |
| On optimizing the communication of model parallelism Y Zhuang, H Zhao, L Zheng, Z Li, E Xing, Q Ho, J Gonzalez, I Stoica, ... Proceedings of Machine Learning and Systems 5, 2023 | 4 | 2023 |
| vllm: Easy, fast, and cheap llm serving with pagedattention W Kwon, Z Li, S Zhuang, Y Sheng, L Zheng, C Yu, J Gonzalez, H Zhang, ... | 3 | 2023 |
| Rearchitecting in-memory object stores for low latency D Zhuo, K Zhang, Z Li, S Zhuang, S Wang, A Chen, I Stoica Proceedings of the VLDB Endowment 15 (3), 555-568, 2021 | 1 | 2021 |
| Simple and Automatic Distributed Machine Learning on Ray H Zhang, Z Li, L Zheng, I Stoica Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 1 | 2021 |
| Student Cluster Competition 2017, Team Peking University: Reproducing vectorization of the Tersoff multi-body potential on the Intel Broadwell architecture Z Fu, L Yang, W Hou, Z Li, Y Wu, Y Cheng, X Wang, Y Liang Parallel Computing 78, 28-32, 2018 | | 2018 |
Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
