Zhicheng Guo

I am a third-year PhD student at Tsinghua University, supervised by Prof. Yang Liu at THUNLP and Institute for AI Industry Research (AIR)

My research interest focuses on Large Language Models (LLM) with their application in Agents. I am also interested in Retrieval Augmented Generation and Information Retrieving.

I also go by 郭至诚 in Chinese.

My email address is guo-zc21@mails.tsinghua.edu.cn

Experience

• 2021-present, Tsinghua University, PhD student
• 2023, Trueland IT, Shanghai, Developer Intern
• 2017-2021, University of Edinburgh, BSc Artificial Intelligence and Computer Science, first class honours degree

Research

* indicates equal contribution

Preprints

• StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models
  Zhicheng Guo, Sijie Cheng, Hao Wang, Shihao Liang, Yujia Qin, Peng Li, Zhiyuan Liu, Maosong Sun, Yang Liu, 2024. arXiv preprint.
  [pdf | arxiv | project | GitHub]
• Towards Unified Alignment Between Agents, Humans, and Environment
  Zonghan Yang, An Liu, Zijun Liu, Kaiming Liu, Fangzhou Xiong, Yile Wang, Zeyuan Yang, Qingyuan Hu, Xinrui Chen, Zhenhe Zhang, Fuwen Luo, Zhicheng Guo, Peng Li, Yang Liu. 2024. arXiv preprint.
  [pdf | arxiv | project]
• Can Vision-Language Models Think from a First-Person Perspective?
  Sijie Cheng*, Zhicheng Guo*, Jingwen Wu*, Kechen Fang, Peng Li, Huaping Liu, Yang Liu. 2023. arXiv preprint.
  [pdf | arxiv | project | data]
• Iterative Translation Refinement with Large Language Models
  Pinzhen Chen, Zhicheng Guo, Barry Haddow, and Kenneth Heafield. 2023. arXiv preprint.
  [pdf | arxiv]

Publications

• Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks
  Zhicheng Guo, Sijie Cheng, Yile Wang, Peng Li, Yang Liu. 2023. ACL 2023 (findings).
  [pdf | arxiv | code]

Personal

I enjoy travelling and music. I have been to many places in China, Japan and Europe. I am a big fan of Sodagreen.