Hi! I am a 3th-year Ph.D. student in School of Computer Science and Technology at Beijing Jiaotong University, advised by Prof. Wei Wang. I am also advised by Dr. Yufei Han (INRIA). Previously, I received my Bachelor degree from Computer Science and Technology at Wuhan University of Technology in June 2019.
Research Interests
My research focuses on enhancing the robustness, privacy and generalization of ML, and the intersection of these topics, especially in language models, generative models, graph learning, and federated learning.
Experiences & Education
- [2024.09 – 2025.03] CSC in A*STAR (Singapore). Supervised by Prof. Hangwei Qian.
- [2021.09 – current] Ph.D. in Cybersecurity, Beijing Jiaotong University. Supervised by Prof. Wei Wang.
- [2019.09 – 2021.06] Master in Cybersecurity, Beijing Jiaotong University. Supervised by Prof. Wei Wang.
- [2020.06 – 2020.12] Remote Internship Program at Kaust.
- [2019.07 – 2019.09] Research Internship at CNCERT.
- [2015.09 – 2019.06] Bachelor in Computer Science, Wuhan University of Technology.
News
- [07/2024] One paper titled “”COBA: Collusive Backdoor Attacks with Optimized Trigger for Federated Learning” got accepted in [TDSC]!
- [05/2024] One paper titled “Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning” got accepted in [Usenix Security 2024]!
- [05/2024] One paper titled “Cross-Context Backdoor Attacks against Graph Prompt Learning” got accepted in [KDD 2024]!
- [05/2024] One paper titled “PnA: Robust Aggre- gation Against Poisoning Attacks to Federated Learning for Edge Intelligence” got accepted in [TSN]!
- [04/2024] One paper titled “Not One Less: Exploring Interplay between User Profiles and Items in Untargeted Attacks against Federated Recommendation” got accepted in [CCS 2024]!
- [01/2023] One paper titled “Poisoning with cerberus: Stealthy and colluded backdoor attack against federated learning” got accepted in AAAI 2023!
- [05/2021] One paper titled “Rise and fall of the global conversation and shifting sentiments during the COVID-19 pandemic” got accepted in Humanities and social sciences communications!