Jing-Hao Xue

Dr. Jing-Hao Xue is a Professor of Statistical Pattern Recognition at the Department of Statistical Science, University College London. He is an active editorial board member for several IEEE journals, including Senior Area Editor for IEEE Transactions on Circuits and Systems for Video Technology (2025-), and has received awards like the Outstanding Associate Editor (2022) and Best Associate Editor Award (2021). His research focuses on statistical pattern recognition, machine learning, and computer vision, with contributions to few-shot learning, deep learning, and medical imaging applications.

Education: Alumni of Tsinghua University, KU Leuven, and the University of Glasgow. He has mentored numerous PhD graduates, including Dr. Zhu Rui (now Senior Lecturer at City University) and Dr. Yang Xiaokang (Lecturer at the University of Glasgow). As an Alan Turing Institute Fellow (2018-2023), he contributes to foundational AI research. His work spans theoretical advancements and practical applications in computer vision, medical diagnostics, and federated learning systems.

Research trends in his publications emphasize few-shot learning innovations, robust classifier design for imbalanced data, and interdisciplinary applications in healthcare and security. Recent articles highlight advancements in neural network architectures, anomaly detection, and text-driven panorama generation.