I am a Ph.D. candidate at the Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & Peking Union Medical College (PUMC), where I work in the Long Lab. I received my Master’s degree in Surgery from Tianjin Medical University in 2024 and my Bachelor’s degree in Clinical Medicine from Jining Medical University in 2021. My long-term goal is to apply artificial intelligence to clinical medicine, enabling everyone to benefit from safe and accessible AI-powered healthcare.

Currently, I focus on large language models for medical applications. Our recent work discussed the challenges of deploying LLMs in real-world medical settings (Clinical and Translational Medicine, 2025).

In parallel, I also work on single-cell omics and spatial transcriptomics. We developed a genetic algorithm–optimized framework to map the metabolic landscape of lung adenocarcinoma (Journal of Translational Medicine, 2024), and created an online prognostic platform for lung cancer (appLUAD).

News

• (02/26) ESCC stemness: We identified KRT15 as a key stemness regulator and prognostic biomarker in ESCC using scRNA-seq and machine learning. iScience
• (01/26) GWASMind: We’ve launched an agentic reasoning system for scalable and traceable GWAS interpretation. Welcome to try it out! https://gwasmind.com/
• (01/26) Our MCC study was featured in an interview by Cell Press and reported by PUMC.
• (01/26) MCC: Model confrontation and collaboration: a debate intelligence framework for enhancing medical reasoning in large language models. Cell Reports Medicine
• (01/25) Medial-LLM: Tailoring large language models for real-world medical communications. Clinical and Translational Medicine
• (09/24) LungSusGene: Context-aware single-cell multiomics approach identifies cell-type-specific lung cancer susceptibility genes. Nature Communications
• (04/24) Joined Prof. Erping Long’s LLM Group at CAMS/PUMC.
• (04/24) 3S-MMR: A genetic algorithm–optimized framework for metabolic reprogramming in lung adenocarcinoma at single-cell resolution. Journal of Translational Medicine