Shu Liu

PhD student, University of California, Berkeley

Joined

October 2024

Names

Shu Liu (Preferred)

Emails

****@berkeley.edu (Confirmed)

Personal Links

Homepage

Career & Education History

PhD student

University of California, Berkeley (berkeley.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Ion Stoica

2022 – Present

Expertise

No areas of expertise listed

Publications

Measuring Agents in Production
Melissa Pan, Negar Arabzadeh, Riccardo Cogo, Yuxuan Zhu, Alexander Xiong, Lakshya A Agrawal, Huanzhi Mao, Emma Shen, Sid Pallerla, Liana Patel, Shu Liu, Tianneng Shi, Xiaoyuan Liu, Jared Quincy Davis, Emmanuele Lacavalla, Alessandro Basile, Shuyi Yang, Paul Castro, Daniel Kang, Koushik Sen et al. (5 additional authors not shown)
- ICLR 2026 AIWILD
- Readers: Everyone
Measuring Agents in Production
Melissa Pan, Negar Arabzadeh, Riccardo Cogo, Yuxuan Zhu, Alexander Xiong, Lakshya A Agrawal, Huanzhi Mao, Emma Shen, Sid Pallerla, Liana Patel, Shu Liu, Tianneng Shi, Xiaoyuan Liu, Jared Quincy Davis, Emmanuele Lacavalla, Alessandro Basile, Shuyi Yang, Paul Castro, Daniel Kang, Koushik Sen et al. (5 additional authors not shown)
- Agentic AI in the Wild: From Hallucinations to Reliable Autonomy Poster
- Readers: Everyone
Language Models Can Easily Learn to Reason from Demonstrations
Dacheng Li, Shiyi Cao, Tyler Griggs, Shu Liu, Xiangxi Mo, Eric Tang, Sumanth Hegde, Kourosh Hakhamaneshi, Shishir G Patil, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica
- Findings of the Association for Computational Linguistics: EMNLP 2025
- Readers: Everyone
Establishing Best Practices for Building Rigorous Agentic Benchmarks
Yuxuan Zhu, Tengjun Jin, Yada Pruksachatkun, Andy K Zhang, Shu Liu, Sasha Cui, Sayash Kapoor, Shayne Longpre, Kevin Meng, Rebecca Weiss, Fazl Barez, Rahul Gupta, Jwala Dhamala, Jacob Merizian, Mario Giulianelli, Harry Coppock, Cozmin Ududec, Jasjeet S Sekhon, Jacob Steinhardt, Antony Kellermann et al. (5 additional authors not shown)
- NeurIPS 2025
- Readers: Everyone
vCache: Verified Semantic Prompt Caching
Luis Gaspar Schroeder, Aditya Desai, Alejandro Cuadron, Kyle Chu, Shu Liu, Mark Zhao, Stephan Krusche, Alfons Kemper, Matei Zaharia, Joseph E. Gonzalez
- ICLR 2026 Poster
- Readers: Everyone
SkyRL-SQL: Multi-turn SQL Data Agents via RL
Shu Liu, Alan Zhu, Sumanth Hegde, Shiyi Cao, Shuo Yuan, Samion Suwito, Tyler Griggs, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
LEANN: A Low-Storage Vector Index for Personal Devices
Yichuan Wang, Shu Liu, Zhifei Li, Yongji Wu, Ziming Mao, Yilong Zhao, Xiao Yan, Zhiying Xu, Yang Zhou, Ion Stoica, Sewon Min, Matei Zaharia, Joseph E. Gonzalez
- VecDB 2025
- Readers: Everyone
Establishing Best Practices in Building Rigorous Agentic Benchmarks
Yuxuan Zhu, Tengjun Jin, Yada Pruksachatkun, Andy K Zhang, Shu Liu, Sasha Cui, Sayash Kapoor, Shayne Longpre, Kevin Meng, Rebecca Weiss, Fazl Barez, Rahul Gupta, Jwala Dhamala, Jacob Merizian, Mario Giulianelli, Harry Coppock, Cozmin Ududec, Antony Kellermann, Jasjeet S Sekhon, Jacob Steinhardt et al. (6 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Optimizing LLM Queries in Relational Data Analytics Workloads
Shu Liu, Asim Biswal, Amog Kamsetty, Audrey Cheng, Luis Gaspar Schroeder, Liana Patel, Shiyi Cao, Xiangxi Mo, Ion Stoica, Joseph E. Gonzalez, Matei Zaharia
- MLSys 2025
- Readers: Everyone

Co-Authors

View all 75 co-authors