About me
I am a PhD candidate in Machine Learning at the University of Warwick supervised by Prof. Peter Triantafillou. My current research is in the area of machine unlearning.
I received my master’s degree in Control Engineering from Xi’an Jiaotong University, under the supervision of Prof. Chao Shen, Prof. Meng Zhang and Prof. Xiaohong Guan. I also hold a diplôme d’ingénieur from École Centrale de Lille in France.
More info about my background can be found in my CV (last updated Nov. 2024).
Research Interests
My research interests lie in machine unlearning, privacy, security and where these fields connect. I’m particularly interested in understanding how memorization, generalization, and representation in neural networks impact both learning and unlearning processes.
News
[Nov 2024] I will be attending NeurIPS@Paris to present our work, What makes unlearning hard and what to do about it, in both a poster session and an invited oral presentation.
[Sep 2024] Two papers have been accepted at NeurIPS 2024!
- What makes unlearning hard and what to do about it (NeurIPS 2024 main conference)
- Scalability of memorization-based machine unlearning) (NeurIPS 2024 FITML Workshop)
[Jun 2024] New Preprint: Post-Analysis of the Machine Unlearning Competition now available on arXiv.
[Sep 2023] Our NeurIPS 2023 Machine Unlearning Competition is now live on Kaggle! (Project page, NeurIPS workshop)
[Jan 2023] I started my PhD in machine learning at the University of Warwick!
Miscellaneous
Ex-guitarist, current drum learner.
I’m also a big fan of (almost all) sports, and my latest obsession is archery 🏹