معرفی
Roles and Affiliations: Jungong Han is an Honorary Professor at Aberystwyth University's Department of Computer Science, where he also serves as Director of Research. He holds an Honorary Professorship at the University of Warwick. His research focuses on Computer Vision, Artificial Intelligence, and Machine Learning. He has authored/co-authored over 200 papers in top-tier journals/conferences and serves as Associate Editor-in-Chief of Elsevier Neurocomputing.
Research Interests: Prof. Han’s work spans Computer Vision (e.g., saliency detection, video analysis), Machine Learning (neural networks, optimization), and interdisciplinary applications in medical imaging and fuzzy systems. His research addresses challenges like long-tailed classification, few-shot learning, and anomaly detection.
Recent Trends in Publications (2023-2025): His recent work emphasizes few-shot learning, medical image analysis, and vision-language models. Notable contributions include adversarial diffusion for anomaly detection, expert-constrained ensembles for imbalanced data, and connectome-based predictive modeling in neurology.
Awards: IAPR Fellowship (2023).
Grants & Projects: Led the Royal Society-funded project Multi Modality Medical Image Segmentation - International Exchange (2023-2025). Collaborates extensively with researchers globally on topics like brain connectivity and deep learning.
