Welcome to my homepage! I’m Lezhi Chen (陈乐知), an undergraduate student at Sichuan University.

My research interests lie primarily at the intersection between Computational Biology and Machine Learning. I’m committed to developing scalable, actionable computational methods that can accelerate scientific discovery. I’m also working on drawing insights from Statistical Physics (e.g. Complex Networks, Nonequilibrium Thermodynamics) and Applied Mathematics (e.g. Optimal Transport, Dynamical Modeling) to gain a deeper understanding of living systems.

Email: chenlezhi_scu@outlook.com

Educations

• 2023.09 - 2027.06: B.E. in College of Electrical Engineering, Sichuan University

Internships

• 2026.01 - now: Center for Machine Learning Research, Peking University
  • Supervisor: Prof. Peijie Zhou
  • Research: Single-cell spatiotemporal dynamics
• 2024.12 - 2026.02: School of Artificial Intelligence, Sichuan University
  • Supervisor: Prof. Wei Ju
  • Research: Deep graph clustering

Publications

Below are the selected publications that I was deeply involved in, you can feel my taste and find my growth path from these papers~

2026

• Multiscale Supervised Unbalanced Optimal Transport Flow Matching

  Qiangwei Peng*, Lezhi Chen*, Peijie Zhou

  under review by NeurIPS

2025

• stHGNN: Deciphering Spatial Transcriptomics Data via Dual Hypergraph Learning Enhancement

  Jinghong Tang*, Lezhi Chen*, Siyu Yi, …, Wei Ju

  Pattern Recognition, minor revisions

• MOST: Modularity-Guided Domain Identification of Spatial Transcriptomics Data

  Lezhi Chen*, Jinghong Tang*, Siyu Yi, …, Wei Ju

  under review by Bioinformatics

Summer School

• 2026.07: 定量生物学暑期培训班, 北京大学

Life outside the Lab

• galgame（喜欢重剧情的长篇全价作，如景之海的艾佩里亚、装甲恶鬼村正、白色相簿2）
• rpg（喜欢由rpgmaker制作的重剧情的rpg，如Demons Roots、阿尔米奥西翁的医术师）
• 动漫/漫画/轻小说（喜好广泛，如路人女主的养成方法、物语系列、末日三问）