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The last 5 uploaded publications
The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks
Alejandro Cuadron, Dacheng Li, Wenjie Ma, Xingyao Wang, Yichuan Wang, Siyuan Zhuang, Shu Liu, Luis Gaspar Schroeder, Xia Tian, Hui Mao, Nicholas Thumiger, Aditya Desai, Ion Stoica, Ana Klimovic, Graham Neubig, Joseph E. Gonzalez (2025). The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks. , DOI: https://doi.org/10.48550/arxiv.2502.08235.
Preprint7 days agoA Statistical Framework for Ranking LLM-Based Chatbots
Siavash Ameli, Siyuan Zhuang, Ion Stoica, Michael W. Mahoney (2024). A Statistical Framework for Ranking LLM-Based Chatbots. , DOI: https://doi.org/10.48550/arxiv.2412.18407.
Preprint7 days agoJudgeBench: A Benchmark for Evaluating LLM-based Judges
Sijun Tan, Siyuan Zhuang, K. Leon Montgomery, Wan Tang, Alejandro Cuadron, Chenguang Wang, Raluca Ada Popa, Ion Stoica (2024). JudgeBench: A Benchmark for Evaluating LLM-based Judges. , DOI: https://doi.org/10.48550/arxiv.2410.12784.
Preprint7 days agoEfficient Memory Management for Large Language Model Serving with PagedAttention
Woosuk Kwon, Z. Li, Siyuan Zhuang, Ying Sheng, L Zheng, Cody Hao Yu, Joseph E. Gonzalez, Hao Zhang, Ion Stoica (2023). Efficient Memory Management for Large Language Model Serving with PagedAttention. , DOI: https://doi.org/10.1145/3600006.3613165.
Article7 days agoLMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Lin Zi, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang (2023). LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset. , DOI: https://doi.org/10.48550/arxiv.2309.11998.
Preprint7 days ago