Siyuan Zhuang - RankMe

25 papers A* 8Misc 1Journal 13Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Stackelberg Game-Theoretic Safe MARL With Bilevel Control for Autonomous Driving. IEEE Access Haoming Qu, Xin Li, Charles Z. Liu, Jingyan Zhang, Siyuan Zhuang, Ming Ma
2025	A*	`conf`	A Statistical Framework for Ranking LLM-based Chatbots. ICLR Siavash Ameli, Siyuan Zhuang, Ion Stoica, Michael W. Mahoney
2025	J	`jnl`	Budget-aware Test-time Scaling via Discriminative Verification. CoRR Kyle Montgomery, Sijun Tan, Yuqi Chen, Siyuan Zhuang, Tianjun Zhang, Raluca Ada Popa, Chenguang Wang
2025	A*	`conf`	JudgeBench: A Benchmark for Evaluating LLM-Based Judges. ICLR Sijun Tan, Siyuan Zhuang, Kyle Montgomery, William Yuan Tang, Alejandro Cuadron, Chenguang Wang, Raluca A. Popa, Ion Stoica
2025	J	`jnl`	The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks. CoRR Alejandro Cuadron, Dacheng Li, Wenjie Ma, Xingyao Wang, Yichuan Wang, Siyuan Zhuang, Shu Liu, Luis Gaspar Schroeder, Tian Xia, Huanzhi Mao, Nicholas Thumiger, Aditya Desai, Ion Stoica, Ana Klimovic, Graham Neubig, Joseph E. Gonzalez
2024	J	`jnl`	A Statistical Framework for Ranking LLM-Based Chatbots. CoRR Siavash Ameli, Siyuan Zhuang, Ion Stoica, Michael W. Mahoney
2024	J	`jnl`	Composing MPC With LQR and Neural Network for Amortized Efficiency and Stable Control. IEEE Trans Autom. Sci. Eng. Fangyu Wu, Guanhua Wang, Siyuan Zhuang, Kehan Wang, Alexander Keimer, Ion Stoica, Alexandre M. Bayen
2024	J	`jnl`	JudgeBench: A Benchmark for Evaluating LLM-based Judges. CoRR Sijun Tan, Siyuan Zhuang, Kyle Montgomery, William Yuan Tang, Alejandro Cuadron, Chenguang Wang, Raluca Ada Popa, Ion Stoica
2024	A*	`conf`	LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset. ICLR Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Zi Lin, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang
2024	—	`—`	Providing Efficient Fault Tolerance in Distributed Systems Siyuan Zhuang
2024	—	`conf`	Starburst: A Cost-aware Scheduler for Hybrid Cloud. USENIX ATC Michael Luo, Siyuan Zhuang, Suryaprakash Vengadesan, Romil Bhardwaj, Justin Chang, Eric J. Friedman, Scott Shenker, Ion Stoica
2023	A*	`conf`	Efficient Memory Management for Large Language Model Serving with PagedAttention. SOSP Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph Gonzalez, Hao Zhang, Ion Stoica
2023	J	`jnl`	Efficient Memory Management for Large Language Model Serving with PagedAttention. CoRR Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph E. Gonzalez, Hao Zhang, Ion Stoica
2023	A*	`conf`	ExoFlow: A Universal Workflow System for Exactly-Once DAGs. OSDI Siyuan Zhuang, Stephanie Wang, Eric Liang, Yi Cheng, Ion Stoica
2023	A*	`conf`	Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena. NeurIPS Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric P. Xing, Hao Zhang, Joseph E. Gonzalez, Ion Stoica
2023	J	`jnl`	Judging LLM-as-a-judge with MT-Bench and Chatbot Arena. CoRR Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric P. Xing, Hao Zhang, Joseph E. Gonzalez, Ion Stoica
2023	J	`jnl`	LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset. CoRR Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Zi Lin, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang
2023	Misc	`conf`	SkyPilot: An Intercloud Broker for Sky Computing. NSDI Zongheng Yang, Zhanghao Wu, Michael Luo, Wei-Lin Chiang, Romil Bhardwaj, Woosuk Kwon, Siyuan Zhuang, Frank Sifei Luan, Gautam Mittal, Scott Shenker, Ion Stoica
2021	J	`jnl`	Composing MPC with LQR and Neural Networks for Efficient and Stable Control. CoRR Fangyu Wu, Guanhua Wang, Siyuan Zhuang, Kehan Wang, Alexander Keimer, Ion Stoica, Alexandre M. Bayen
2021	A*	`conf`	Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems. SIGCOMM Siyuan Zhuang, Zhuohan Li, Danyang Zhuo, Stephanie Wang, Eric Liang, Robert Nishihara, Philipp Moritz, Ion Stoica
2021	J	`jnl`	Rearchitecting In-Memory Object Stores for Low Latency. Proc. VLDB Endow. Danyang Zhuo, Kaiyuan Zhang, Zhuohan Li, Siyuan Zhuang, Stephanie Wang, Ang Chen, Ion Stoica
2021	A*	`conf`	TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. ICML Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica
2021	J	`jnl`	TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. CoRR Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica
2021	—	`conf`	sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data. MLSys Guanhua Wang, Zhuang Liu, Brandon Hsieh, Siyuan Zhuang, Joseph Gonzalez, Trevor Darrell, Ion Stoica
2020	J	`jnl`	Hoplite: Efficient Collective Communication for Task-Based Distributed Systems. CoRR Siyuan Zhuang, Zhuohan Li, Danyang Zhuo, Stephanie Wang, Eric Liang, Robert Nishihara, Philipp Moritz, Ion Stoica