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Banghua Zhu

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Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

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Mar 07, 2024
Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Hao Zhang, Banghua Zhu, Michael Jordan, Joseph E. Gonzalez, Ion Stoica

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Generative AI Security: Challenges and Countermeasures

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Feb 20, 2024
Banghua Zhu, Norman Mu, Jiantao Jiao, David Wagner

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Efficient Prompt Caching via Embedding Similarity

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Feb 02, 2024
Hanlin Zhu, Banghua Zhu, Jiantao Jiao

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Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF

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Jan 29, 2024
Banghua Zhu, Michael I. Jordan, Jiantao Jiao

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Fairness in Serving Large Language Models

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Dec 31, 2023
Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica

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The Effective Horizon Explains Deep RL Performance in Stochastic Environments

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Dec 13, 2023
Cassidy Laidlaw, Banghua Zhu, Stuart Russell, Anca Dragan

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Towards Optimal Statistical Watermarking

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Dec 13, 2023
Baihe Huang, Banghua Zhu, Hanlin Zhu, Jason D. Lee, Jiantao Jiao, Michael I. Jordan

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S-LoRA: Serving Thousands of Concurrent LoRA Adapters

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Nov 07, 2023
Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph E. Gonzalez, Ion Stoica

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Towards the Fundamental Limits of Knowledge Transfer over Finite Domains

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Oct 17, 2023
Qingyue Zhao, Banghua Zhu

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QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources

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Oct 11, 2023
Zhikai Li, Xiaoxuan Liu, Banghua Zhu, Zhen Dong, Qingyi Gu, Kurt Keutzer

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