I am a second-year Ph.D candidate in Scientific Computing at Uppsala University, supervised by Associate Professor Andreas Hellander. Prior to starting my Ph.D study, I earned MS.c in Computational Science at Uppsala University, MS.c in Chemometrics at University of Science and Technology of China (USTC), and BS.c in Chemistry at USTC.
I am currently working on federated machine learning of both theoretical and applied aspects. In particular, I am interested in problems arising in large-scale applications of federated learning.
- 10/22: I had a poster presentation at the Swedish e-Science Academy about accelerating fair federated learning in Umeå, Sweden.
- 06/22: We released Blades, a simulator for Byzantine-robust federated learning with attacks and defenses.
- 12/21: Our paper “Proactive autoscaling for edge computing systems with kubernetes” got accepted in UCC ‘21.
- 09/21: I started my Ph.D study at TDB, Uppsala University, co-supervised by Andreas Hellander and Salman Toor.