Siyuan Zhuang

7 papers · 2021–2025 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ICLR (3) ICML (1) NeurIPS (1) NSDI (1) OSDI (1)

Top co-authors

Ion Stoica (7) Zhanghao Wu (3) Hao Zhang (3) Zhuohan Li (3) Wei-Lin Chiang (3) Lianmin Zheng (2) Zi Lin (2) Yonghao Zhuang (2) Ying Sheng (2) Sijun Tan (1)

Research topics

Machine Learning (6) Natural Language Processing (3) Application Areas (3) Optimization & Theory (3) Resources & Methods (3) Artificial Intelligence (2) Core AI (2) Deep Learning (1) Applications (1) Generation (1) Learning Types (1) Models (1)

Keywords

large language model (3) benchmark evaluation (2) human preference (2) model evaluation (1) model parallelism (1) dynamic programming (1) instruction following (1) distributed training (1) human judgment (1) pairwise comparison (1) reward model (1) pipeline parallelism (1) evaluation benchmark (1) distributed transaction (1) task graph (1) fault tolerance (1) cloud computing (1) exactly-once semantics (1) workload scheduling (1) language model evaluation (1)

Papers

A Statistical Framework for Ranking LLM-based Chatbots ICLR 2025 JudgeBench: A Benchmark for Evaluating LLM-Based Judges ICLR 2025 LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset ICLR 2024 ExoFlow: A Universal Workflow System for Exactly-Once DAGs OSDI 2023 Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena NeurIPS 2023 SkyPilot: An Intercloud Broker for Sky Computing NSDI 2023 TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models ICML 2021