Junyu Yan

PhD student, University of Edinburgh

Joined

May 2024

Names

Junyu Yan (Preferred)

Emails

****@ed.ac.uk (Confirmed)

Personal Links

Career & Education History

PhD student

University of Edinburgh (edinburgh.org)

2023 – 2027

Advisors, Relations & Conflicts

No relations added

Expertise

Computer Vision

2019 – Present

Healthcare AI

2019 – Present

Reinforcement Learning

2021 – 2023

Publications

Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models
Konstantinos Vilouras, Ilias Stogiannidis, Junyu Yan, Alison Q O'Neil, Sotirios A. Tsaftaris
- MIDL 2026 Poster
- Readers: Everyone
Interpretable Harmonic-Aware Dual-Branch Neural Network for Trustworthy Diagnosis of OCFs in DTP-PMSMs With Enhanced Disturbance Robustness
Boyuan Zheng, Bingtao Liu, Junyu Yan, Mi Tang, Pericle Zanchetta, Hao Yu
- IEEE Transactions on Power Electronics
- Readers: Everyone
SWiFT: Soft-Mask Weight Fine-tuning for Bias Mitigation
Junyu Yan, Feng Chen, Yuyang Xue, Yuning Du, Konstantinos Vilouras, Sotirios A. Tsaftaris, Steven McDonagh
- Machine Learning for Biomedical Imaging
- Readers: Everyone
Celebi's Choice: Causality-Guided Skill Optimisation for Granular Manipulation via Differentiable Simulation
Minglun Wei, Xintong Yang, Junyu Yan, Yu-Kun Lai, Ze Ji
- IROS 2025 Workshop ROMADO BestPosterFinalist
- Readers: Everyone
BMFT: Achieving Fairness via Bias-Based Weight Masking Fine-Tuning
Yuyang Xue, Junyu Yan, Raman Dutt, Fasih Haider, Jingshuai Liu, Steven McDonagh, Sotirios A. Tsaftaris
- FAIMI/EPIMI@MICCAI 2024
- Readers: Everyone
BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning
Yuyang Xue, Junyu Yan, Raman Dutt, Fasih Haider, Jingshuai Liu, Steven McDonagh, Sotirios A. Tsaftaris
- CoRR 2024
- Readers: Everyone

Co-Authors