| 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 | 3235* | 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, ... See https://vicuna. lmsys. org (accessed 14 April 2023) 2 (3), 6, 2023 | 2628* | 2023 |
| 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 | 1632 | 2019 |
| 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 | 423 | 2024 |
| 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 | 131 | 2023 |
| From crowdsourced data to high-quality benchmarks: Arena-hard and benchbuilder pipeline T Li, WL Chiang, E Frick, L Dunlap, T Wu, B Zhu, JE Gonzalez, I Stoica arXiv preprint arXiv:2406.11939, 2024 | 87 | 2024 |
| {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 | 83 | 2023 |
| 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 | 79 | 2022 |
| 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 | 74 | 2023 |
| 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 | 51 | 2016 |
| RouteLLM: Learning to Route LLMs from Preference Data I Ong, A Almahairi, V Wu, WL Chiang, T Wu, JE Gonzalez, MW Kadous, ... The Thirteenth International Conference on Learning Representations, 2024 | 36 | 2024 |
| 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 | 35 | 2015 |
| Or-bench: An over-refusal benchmark for large language models J Cui, WL Chiang, I Stoica, CJ Hsieh arXiv preprint arXiv:2405.20947, 2024 | 28 | 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 | 25 | 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 | 22 | 2018 |
| Starling-7b: Improving helpfulness and harmlessness with rlaif B Zhu, E Frick, T Wu, H Zhu, K Ganesan, WL Chiang, J Zhang, J Jiao First Conference on Language Modeling, 2024 | 19 | 2024 |
| 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 | 12 | 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 | 8 | 2024 |
| Judging LLM-as-a-judge with MT-Bench and Chatbot Arena. arXiv 2023 L Zheng, WL Chiang, Y Sheng, S Zhuang, Z Wu, Y Zhuang, Z Lin, Z Li, ... arXiv preprint arXiv:2306.05685, 0 | 8 | |
| Manifold identification for ultimately communication-efficient distributed optimization YS Li, WL Chiang, C Lee International Conference on Machine Learning, 5842-5852, 2020 | 5 | 2020 |
