About me
I am a PhD candidate in Machine Learning at the University of Warwick supervised by Prof. Peter Triantafillou. My research focuses on trustworthy and safe foundation models, with an emphasis on machine unlearning, memorization, and privacy across generative models (diffusion models and LLMs) and discriminative models.
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 Feb. 2026).
Research Interests
My research interests center on AI safety and trustworthy machine learning. I’m particularly interested in understanding how memorization, generalization, and representation in neural networks shape both learning and unlearning dynamics, and in developing methods to remove sensitive information while preserving model utility.
News
[Mar 2026] I’m giving a tutorial talk at WACV 2026 on Machine Unlearning, Memorization, and Privacy.
[Mar 2026] I joined the Board of Directors of Women in Machine Learning (WiML) and will serve on the Finance Committee for FYE27.
[Aug 2025] I’m serving on the WiML @ NeurIPS 2025 Organizing Committee as Student Program & Funding Chair.
[Dec 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 (FITML @ NeurIPS 2024)
[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 Computer Science at the University of Warwick!
Miscellaneous
Ex-guitarist, current drummer.
I’m also a big fan of (almost all) sports, and my latest obsessions are snowboarding 🏂 and archery 🏹