Lu Li

img_lu.jpg
Email luli1[at]sas.upenn.edu

I am a third year PhD student in the Applied Math and Computational Science (AMCS) program at University of Pennsylvania, where I’m fortunate to be advised by Prof. Yong Chen. Previously, I received a B.A. in Mathematics (Honors) and Computer Science from Macalester College, where I was forturnate to work with Prof. Lori Ziegelmeier, Prof. Shilad Sen, and advised by Prof. Andrew Beveridge and Prof. Susan Fox.

My research focus on machine learning methods with applications in health and medicine, meta-analysis, and causal inference.

News

Aug 23, 2021 I started my PhD at UPenn.
May 28, 2017 I graduated from Macalester College.

Selected publications

  1. map2.png
    MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation
    Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen, and Yoshua Bengio
    2024
  2. kidney.png
    Post-acute and Chronic Kidney Function Outcomes of COVID-19 in Children and Adolescents: An EHR Cohort Study from the RECOVER Initiative
    Lu Li, Ting Zhou, Yiwen Lu, Jiajie Chen, Yuqing Lei, Qiong Wu, Jonathan Arnold, Michael J. Becich, Yuriy Bisyuk, Saul Blecker, and 26 more authors
    medRxiv, 2024
  3. frontiers.png
    Minimal Cycle Representatives in Persistent Homology Using Linear Programming: An Empirical Study With User’s Guide
    Lu Li, Connor Thompson, Gregory Henselman-Petrusek, Chad Giusti, and Lori Ziegelmeier
    Frontiers in Artificial Intelligence, 2021