Wei-Lin Chiang
Wei-Lin Chiang
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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
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
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
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
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
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
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
{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
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
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
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
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
Manifold identification for ultimately communication-efficient distributed optimization
YS Li, WL Chiang, C Lee
International Conference on Machine Learning, 5842-5852, 2020
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
OR-Bench: An Over-Refusal Benchmark for Large Language Models
J Cui, WL Chiang, I Stoica, CJ Hsieh
arXiv preprint arXiv:2405.20947, 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
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
Improving Code Style for Accurate Code Generation
N Jain, T Zhang, WL Chiang, JE Gonzalez, K Sen, I Stoica
NeurIPS 2023 Workshop on Synthetic Data Generation with Generative AI, 2023
RouteLLM: Learning to Route LLMs with Preference Data
I Ong, A Almahairi, V Wu, WL Chiang, T Wu, JE Gonzalez, MW Kadous, ...
arXiv preprint arXiv:2406.18665, 2024
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
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