Ziyang Jin

About Me

I am a PhD student in the Department of Data Science at City University of Hong Kong. I graduated from Zhejiang University and the University of Illinois Urbana-Champaign with bachelor's degrees in Electrical Engineering.

My current research interests focus on large language models (LLMs), AI agents, agent memory and long-term memory, and AI for healthcare. I am particularly interested in developing intelligent systems that can effectively acquire, organize, retrieve, and utilize long-term information to support reasoning and decision-making.

I am also interested in applying LLM-based agents and memory-augmented AI systems to healthcare applications, including longitudinal patient modeling, clinical decision support, and personalized healthcare.

Research Interests

• Large Language Models (LLMs)
• AI Agents and Agentic Systems
• Agent Memory and Long-term Memory
• Memory-Augmented Reasoning and Decision-Making
• AI for Healthcare, including longitudinal patient modeling, clinical decision support, and personalized healthcare

Education

Publications

1. Ziyang Jin, Jiansheng Wang, Yan Wang, Qingli Li. "Dual-stream Generative Network Based Staining Transfer for Biomarker in Breast Cancer." Journal of Image and Graphics, 2025.
2. Ziyang Jin, Qing Zhang, Zhen Sun, Qingli Li. "Segmentation and Recognition of Lung Adenocarcinoma Cells Based on U-Net Model." Proceedings of CISP-BMEI 2023, IEEE, 2023.