CancerPKU
2025-presentPhD Student
Working on computational approaches for tumor microenvironment analysis, perturbation biology, and single-cell transcriptomic modeling.
A*STAR Bioinformatics Institute / NUS
2024-2025Research Intern
Developed TCM-Navigator, integrating molecular generation, TCM-like quality control, docking evaluation, and drug-likeness scoring for AI-assisted drug discovery.
Molecular Design Laboratory, SJTU School of Medicine
2022-2025Undergraduate Researcher
Investigated CRISPR-Cas9 conformational dynamics and allosteric regulation with molecular dynamics, Markov state modeling, pathway analysis, docking, and allosteric database construction.
Computational Chemistry
Molecular dynamics; docking and virtual screening; allosteric mechanism analysis.
AI Virtual Cell
Single-cell foundation model pretraining; model deployment; post-training and perturbation modeling.
Deep Learning
Transformer-based models; flow matching and diffusion models; agent-based models and biology-prior embeddings.