Experience & education

Simon Fraser University

Postdoctoral Research Fellow

Vector Institute · Responsible AI Team

Applied Machine Learning Intern

Deepfake video detection and robust machine learning.

• Developed training and validation pipelines for deepfake video detection.
• Worked on robustness in real-world forgery scenarios.

University of British Columbia

Graduate Research Assistant

Advisor: Prof. Vincent W.S. Wong

• Resource-efficient federated fine-tuning through low-rank and zeroth-order optimization.
• Adaptive split learning and graph-based resource allocation for decentralized learning.
• Learning dynamics and emergent modularity in foundation models.

University of British Columbia

PhD in Electrical and Computer Engineering

Thesis: Resource-aware Distributed Edge Intelligence

Advisor: Prof. Vincent W.S. Wong

Johns Hopkins University

MS in Electrical and Computer Engineering

Harbin Institute of Technology

BEng in Electronics and Information Engineering

Advisors: Prof. Shuai Han and Prof. Hsiao-Hwa Chen