Hoplite: Efficient Collective Communication for Task-Based Distributed Systems. - Siyuan Zhuang; Zhuohan Li 001; Danyang Zhuo; Stephanie Wang; Eric Liang; Robert Nishihara; Philipp Moritz; Ion Stoica (CoRR, 2020)

TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. - Zhuohan Li 001; Siyuan Zhuang; Shiyuan Guo; Danyang Zhuo; Hao Zhang 025; Dawn Song; Ion Stoica (ICML, 2021)

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data. - Guanhua Wang; Zhuang Liu 003; Brandon Hsieh; Siyuan Zhuang; Joseph Gonzalez 001; Trevor Darrell; Ion Stoica (MLSys, 2021)

Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems. - Siyuan Zhuang; Zhuohan Li 001; Danyang Zhuo; Stephanie Wang; Eric Liang; Robert Nishihara; Philipp Moritz; Ion Stoica (SIGCOMM, 2021)

Composing MPC with LQR and Neural Networks for Efficient and Stable Control. - Fangyu Wu 003; Guanhua Wang; Siyuan Zhuang; Kehan Wang; Alexander Keimer; Ion Stoica; Alexandre M. Bayen (CoRR, 2021)

Rearchitecting In-Memory Object Stores for Low Latency. - Danyang Zhuo; Kaiyuan Zhang 001; Zhuohan Li 001; Siyuan Zhuang; Stephanie Wang; Ang Chen 001; Ion Stoica (Proc. VLDB Endow., 2021)

Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena. - Lianmin Zheng; Wei-Lin Chiang; Ying Sheng 007; Siyuan Zhuang; Zhanghao Wu; Yonghao Zhuang 001; Zi Lin; Zhuohan Li 001; Dacheng Li; Eric P. Xing; Hao Zhang 025; Joseph E. Gonzalez; et al. (NeurIPS, 2023)

SkyPilot: An Intercloud Broker for Sky Computing. - Zongheng Yang; Zhanghao Wu; Michael Luo; Wei-Lin Chiang; Romil Bhardwaj; Woosuk Kwon; Siyuan Zhuang; Frank Sifei Luan; Gautam Mittal; Scott Shenker; Ion Stoica (NSDI, 2023)

ExoFlow: A Universal Workflow System for Exactly-Once DAGs. - Siyuan Zhuang; Stephanie Wang; Eric Liang; Yi Cheng; Ion Stoica (OSDI, 2023)

Efficient Memory Management for Large Language Model Serving with PagedAttention. - Woosuk Kwon; Zhuohan Li 001; Siyuan Zhuang; Ying Sheng 007; Lianmin Zheng; Cody Hao Yu; Joseph Gonzalez 001; Hao Zhang 025; Ion Stoica (SOSP, 2023)

LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset. - Lianmin Zheng; Wei-Lin Chiang; Ying Sheng 007; Tianle Li; Siyuan Zhuang; Zhanghao Wu; Yonghao Zhuang 001; Zhuohan Li 001; Zi Lin; Eric P. Xing; Joseph E. Gonzalez; Ion Stoica; et al. (ICLR, 2024)

Starburst: A Cost-aware Scheduler for Hybrid Cloud. - Michael Luo; Siyuan Zhuang; Suryaprakash Vengadesan; Romil Bhardwaj; Justin Chang; Eric J. Friedman; Scott Shenker; Ion Stoica (USENIX ATC, 2024)

Providing Efficient Fault Tolerance in Distributed Systems - Siyuan Zhuang (2024)

Composing MPC With LQR and Neural Network for Amortized Efficiency and Stable Control. - Fangyu Wu 003; Guanhua Wang; Siyuan Zhuang; Kehan Wang; Alexander Keimer; Ion Stoica; Alexandre M. Bayen (IEEE Trans Autom. Sci. Eng., 2024)

A Statistical Framework for Ranking LLM-based Chatbots. - Siavash Ameli; Siyuan Zhuang; Ion Stoica; Michael W. Mahoney (ICLR, 2025)

JudgeBench: A Benchmark for Evaluating LLM-Based Judges. - Sijun Tan; Siyuan Zhuang; Kyle Montgomery; William Yuan Tang; Alejandro Cuadron; Chenguang Wang 001; Raluca A. Popa; Ion Stoica (ICLR, 2025)

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks. - Alejandro Cuadron; Dacheng Li; Wenjie Ma; Xingyao Wang 002; Yichuan Wang; Siyuan Zhuang; Shu Liu; Luis Gaspar Schroeder; Tian Xia; Huanzhi Mao; Nicholas Thumiger; Aditya Desai; et al. (CoRR, 2025)