Xi Zhang
Xi Zhang

CS PhD Candidate

University of Glasgow

About Me

👋 I’m a final-year PhD student at the University of Glasgow, working with the AI4BioMed Lab and the Information Retrieval Group (School of Computing Science).

🤖 I am also the formulator of the Three Laws of Self-Evolving AI Agents, a conceptual framework introduced in “A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems”, for adaptive and collaborative AI Agents systems.

🚀 Something Exciting Is Coming — Bridging Research and Innovation!

📬 Open to collaborations and startup connections — feel free to reach out.

CV
Interests
  • Language Game
  • AI Agents & AI4Health
  • Multimodal Large Language Model
  • Radiology Vision-language System
  • Web3 & Blockchain
Education

  • PhD in Computing Science

    University of Glasgow

  • Master of Information Technology & Project Management

    University of Sydney

  • B.E. in Software Engineering

    Dalian University of Technology

News
See all
Selected Publications
CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
Libra: Leveraging Temporal Images for Biomedical Radiology Analysis
Recent Publications

* indicate equal contributors.

Xiaoman Zhang, Julian Nicolas Acosta, Xiaoli Yang, Subathra Adithan, Luyang Luo, Hong-Yu Zhou, Joshua Miller, Ouwen Huang, Zongwei Zhou, Ibrahim Ethem Hamamci, Shruthi Bannur, Kenza Bouzid, Xi Zhang, Zaiqiao Meng, Aaron Nicolson, Bevan Koopman, Inhyeok Baek, Hanbin Ko, Mercy Prasanna Ranjit, Shaury Srivastav, Sriram Gnana Sambanthan, Pranav Rajpurkar (2025). Automated Chest X-ray Report Generation Remains Unsolved. PSB2026.
PDF Cite Dataset ReXrank Challenge Website
Xi Zhang, Zaiqiao Meng, Jake Lever, Edmond S. L. Ho (2025). CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding.
PDF Cite Code Dataset
Justin Xu, Xi Zhang, Javid Abderezaei, Julie Bauml, Roger Boodoo, Fatemeh Haghighi, Ali Ganjizadeh, Eric Brattain, Dave Van Veen, Zaiqiao Meng, David Eyre, Jean-Benoit Delbrouck (2025). RadEval: A framework for radiology text evaluation. EMNLP 2025.
PDF Cite Code Dataset
Jinyuan Fang*, Yanwen Peng*, Xi Zhang*, Yingxu Wang, Xinhao Yi, Guibin Zhang, Yi Xu, Bin Wu, Siwei Liu, Zihao Li, Zhaochun Ren, Nikos Aletras, Xi Wang, Han Zhou, Zaiqiao Meng (2025). A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems.
PDF Cite Code
Xi Zhang, Zaiqiao Meng, Jake Lever, Edmond S. L. Ho (2025). Libra: Leveraging Temporal Images for Biomedical Radiology Analysis. ACL 2025.
PDF Cite Code Dataset
See all publications