Scholar
Yijun YANG
Google Scholar ID: MiKp_voAAAAJ
The Hong Kong University of Science and Technology (Guangzhou)
Citations & Impact
Citations
1,241
H-index
13
i10-index
16
Publications
20
Co-authors
9
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- - Publications:
- - Medical World Model, ICCV 2025
- - DiffMIC-v2: Medical Image Classification via Improved Diffusion Network, IEEE TMI, 2025
- - Vivim: a Video Vision Mamba for Medical Video Segmentation, IEEE TCSVT, 2025
- - Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal, CVPR 2024
- - Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation, ICCV 2023
- - DiffMIC: Dual-Guidance Diffusion Network for Medical Image Classification, MICCAI 2023 (early accepted)
- - LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos, MICCAI 2023
Research Experience
- - 2024.09-present: Visiting Ph.D. student at Johns Hopkins University, advised by Prof. Alan Yuille and Dr. Jieneng Chen, Topic: Generative World Modeling
- - 2021.11-2022.08: Visiting student at the University of Cambridge, advised by Prof. Carola-Bibiane Schönlieb, Dr. Angelica I. Aviles-Rivero, and Dr. Shujun Wang, Topic: Low-level vision
- - 2021.06-2021.09: Research intern at The University of Hong Kong, advised by Prof. Lequan Yu, Topic: Domain Generalization
- - 2020.12-2021.06: Research assistant at iLearn Lab, Shandong University, advised by Prof. Gan Tian, Topic: Video Understanding
Education
- - Degree: Ph.D. Candidate
- - University: The Hong Kong University of Science and Technology (Guangzhou)
- - Supervisors: Prof. Lei Zhu, Dr. Huazhu Fu
- - Time: 2022 to present
- - Major: Artificial Intelligence
- - Bachelor's Degree: School of Computer Science and Technology, Shandong University
- - Graduation Year: 2022
- - Honors: Bachelor with honors
Background
- - Research Interests: Generative World Modeling, AI for Healthcare, Low-level Vision
- - Professional Field: Artificial Intelligence
- - Biography: A fourth-year Ph.D. candidate at the Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Lei Zhu and Dr. Huazhu Fu. Currently a visiting Ph.D. student at Johns Hopkins University.
Miscellany
- - Personal Interests: Open to collaboration opportunities
