معرفی
Dr. Shuyi Wang is a Postdoctoral Research Fellow in the School of Electrical Engineering and Computer Science at the University of Queensland. Their research focuses on federated learning, machine learning, and information retrieval with an emphasis on privacy-preserving techniques and secure distributed systems.
Key research contributions include studies on federated online learning to rank systems, client forgetting mechanisms, and adversarial attack defenses. Recent work explores non-IID data impacts, reproducibility in federated settings, and healthcare applications of AI systems.
Publications span topics from algorithmic security in distributed learning to mobility pattern analysis using large-scale geospatial data. Dr. Wang has collaborated with institutions in Spain, Scotland, and Australia on international research projects.
