Li Zhong

I graduated with PhD in Computer Science from UCSD in 2024, advised by Professor Yuanyuan(YY) Zhou (She created the BEST EVENT APP Whova!).

I received my bachelor degree from Special Class for the Gifted Young, University of Science and Technology of China (USTC) in 2019.

I'm interested in large language model, code generation, static analysis and LLM agents.

I previously interned in Microsoft Research Asia (2018), Google (2021), Meta (2022) and Apple (2023) (worked on the Apple Intelligence).

Email  /  Twitter  /  Github  /  LinkedIn  /  CV

profile photo

Publication
OFFICEBENCH: Benchmarking Language Agents across Multiple Applications for Office Automation
Zilong Wang, Yuedong Cui, Li Zhong, Zimin Zhang, Da Yin, Bill Yuchen Lin, Jingbo Shang
Preprint, 2024
LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step   [code] GitHub stars
Li Zhong, Zilong Wang, Jingbo Shang
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL'24 Findings)
Featured by MarkTechPost | Talk@BAAI | Best performance (98.2%) on HumanEval
Can ChatGPT replace StackOverflow? A Study on Robustness and Reliability of Large Language Model Code Generation   [code] GitHub stars
Li Zhong, Zilong Wang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI'24)
Featured by TheRegister
Effective Bug Detection with Unused Definitions   [code] GitHub stars
Li Zhong, Chengcheng Xiang, Haochen Huang, Bingyu Shen, Eric Mugnier, Yuanyuan Zhou
Proceedings of the 19th ACM European Conference in Computer Systems (EuroSys'24)
Protecting Data Integrity of Web Applications with Database Constraints Inferred from Application Code   [code] GitHub stars
Haochen Huang, Bingyu Shen, Li Zhong, Yuanyuan Zhou
Proceedings of the 28th Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'23)
PYLIVE: On-the-Fly Code Change for Python-based Online Services   [code] GitHub stars
Haochen Huang*, Chengcheng Xiang* (co-first), Li Zhong, Yuanyuan Zhou
Proceedings of the 2020 USENIX Annual Technical Conference (ATC'21)

Services
NeurIPS'24 Reviewer
Eurosys'22 Shadow PC
NeurIPS'22 Workshop MetaLearn Reviewer
IEEE Internet of Things, IEEE Transactions on Wireless Communications Reviewer

Honors and Awards
Department fellowship, UCSD 2019
GHC Scholarships, UCSD 2020
National Scholarships, USTC 2016, 2017

Thank Dr.Jon Barron for sharing the source code of his personal page