| Cluster-gcn: An efficient algorithm for training deep and large graph convolutional networks WL Chiang, X Liu, S Si, Y Li, S Bengio, CJ Hsieh Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 1266 | 2019 |
| 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) 2 (3), 6, 2023 | 1115* | 2023 |
| 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, 2024 | 960* | 2024 |
| Parallel dual coordinate descent method for large-scale linear classification in multi-core environments WL Chiang, MC Lee, CJ Lin Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge …, 2016 | 49 | 2016 |
| Fast matrix-vector multiplications for large-scale logistic regression on shared-memory systems MC Lee, WL Chiang, CJ Lin 2015 IEEE International Conference on Data Mining, 835-840, 2015 | 37 | 2015 |
| Balsa: Learning a query optimizer without expert demonstrations Z Yang, WL Chiang, S Luan, G Mittal, M Luo, I Stoica Proceedings of the 2022 International Conference on Management of Data, 931-944, 2022 | 35 | 2022 |
| {SkyPilot}: An intercloud broker for sky computing Z Yang, Z Wu, M Luo, WL Chiang, R Bhardwaj, W Kwon, S Zhuang, ... 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023 | 30 | 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 | 26 | 2023 |
| Preconditioned conjugate gradient methods in truncated newton frameworks for large-scale linear classification CY Hsia, WL Chiang, CJ Lin Asian Conference on Machine Learning, 312-326, 2018 | 20 | 2018 |
| 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 | 17 | 2023 |
| Chatbot arena: An open platform for evaluating llms by human preference WL Chiang, L Zheng, Y Sheng, AN Angelopoulos, T Li, D Li, H Zhang, ... arXiv preprint arXiv:2403.04132, 2024 | 6 | 2024 |
| Llm-assisted code cleaning for training accurate code generators N Jain, T Zhang, WL Chiang, JE Gonzalez, K Sen, I Stoica arXiv preprint arXiv:2311.14904, 2023 | 6 | 2023 |
| Manifold identification for ultimately communication-efficient distributed optimization YS Li, WL Chiang, C Lee International Conference on Machine Learning, 5842-5852, 2020 | 5 | 2020 |
| RealChat-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 | 2 | 2023 |
| Limited-memory Common-directions Method for Distributed L1-regularized Linear Classification WL Chiang, YS Li, C Lee, CJ Lin Proceedings of the 2018 SIAM International Conference on Data Mining, 504-512, 2018 | 2 | 2018 |
| Improving Code Style for Accurate Code Generation N Jain, T Zhang, WL Chiang, JE Gonzalez, K Sen, I Stoica The Twelfth International Conference on Learning Representations, 2023 | 1 | 2023 |
| M\'elange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity T Griggs, X Liu, J Yu, D Kim, WL Chiang, A Cheung, I Stoica arXiv preprint arXiv:2404.14527, 2024 | | 2024 |
| Can't Be Late: Optimizing Spot Instance Savings under Deadlines Z Wu, WL Chiang, Z Mao, Z Yang, E Friedman, S Shenker, I Stoica 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2024 | | 2024 |
