Advising

I have had the privilege of working with a number of talented minds. Feel free to get in touch if you are interested in collaborating.

Current Students

Student Topic Role Period
Chengyi Cai (PhD) Foundation-model-based transfer learning Co-supervisor, with Dr. Feng Liu & Prof. Jianzhong Qi 2024–
Ruijiang Dong (PhD) Hypothesis transfer for foundation models Co-supervisor, with Dr. Feng Liu & Prof. Jianzhong Qi 2024–
Muxing Li (PhD) Privacy leakage evaluation in efficient foundation models Co-supervisor, with Dr. Feng Liu 2024–
Zhonghong Lai (PhD) Intellectual property protection for on-device ML Co-supervisor, with Prof. Xingliang Yuan 2024–
Zhibo Xu (PhD) Efficient and privacy-preserving deep graph learning Co-supervisor, with Prof. Xingliang Yuan 2024–

Completed

Student Topic Role Period
Yu Li (MCS) Relation-aware Model Reprogramming Co-supervisor, with Dr. Feng Liu 2025
Yujun Chen (MCS) Prompt Learning for All-in-one Image Restoration Co-supervisor, with Dr. Feng Liu 2025
Zijian Meng (MCS) Reprogramming Vision-Language Models for New Concepts Co-supervisor, with Dr. Feng Liu 2025
Zhengyang Hong (MCS) Cross-domain Recommendation for Scientific Teaming Co-supervisor, with Dr. Feng Liu 2024
Haowei Lou (MPhil) Lightweight machine learning with brain signals Mentor, with Prof. Lina Yao 2022–2023
Haodong Lu (Honours) Weakly supervised temporal activity detection Mentor, with Prof. Lina Yao 2021–2022
Zilu Dong (Honours) Generative cross-modal brain signal visualization Mentor, with Prof. Lina Yao 2021