🐾 About Me

Welcome! I am Lezhi Chen (陈乐知), currently an undergraduate student at Sichuan University. My current research interests lie primarily on Computational Systems Biology (recently focusing on single-cell spatiotemporal dynamics) and Machine Learning (primarily focusing on Generative Models, Graph Neural Networks). I’m also very interested in Statistical Physics (e.g. Complex Networks) and Applied Mathematics (e.g. Optimal Transport).

欢迎来到我的主页！我是陈乐知，四川大学本科生，目前在北京大学定量生物学中心实习，在周沛劼老师的指导下进行单细胞时空动力学重建、最优传输相关研究。我还曾在四川大学人工智能学院实习，在琚玮老师的指导下进行图神经网络、深度图聚类相关研究。

我当前的研究兴趣主要围绕生物学问题，从计算与理论两方面展开：在计算方面，我主要关心机器学习（如生成模型、图神经网络）在挖掘与分析大规模生物学数据中的应用；在理论方面，我致力于从统计物理（如复杂网络）和应用数学（如最优传输）的视角来建模生物学过程。我的目标是汲取这两方面的智慧，开展数据-机理融合的计算系统生物学研究，探索细胞发育与命运决定背后的机理。

日常生活中，我喜欢推galgame，jrpg和看动漫。如果你也对上述领域感兴趣，非常欢迎随时联系，我非常喜欢和不同背景的科研工作者交流学习！

Email: chenlezhi_scu@outlook.com

📖 Educations

• 2023.09 - 2027.06, Bachelor’s Degree, College of Electrical Engineering, Sichuan University

💻 Internships

• 2026.01 - now, Center for Quantitative Biology, Peking University (Supervised by Prof. Peijie Zhou)

  Research: Single-cell spatiotemporal dynamics

• 2024.12 - 2026.02, School of Artificial Intelligence, Sichuan University (Supervised by Prof. Wei Ju)

  Research: Deep graph clustering

📝 Publications

Below are the selected publications that I was deeply involved in and greatly fond of, 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

  arXiv:2605.16529

📚 Summer School

🎖 Honors and Awards

• 2026.5.18, National Level, College Students’ Innovative Entrepreneurial Training Plan Program (Ministry of Education)

💬 Invited Talks