Shiqi Huang

Joined

October 2022

Names

Shiqi Huang (Preferred)

Emails

****@gmail.com (Confirmed)

****@bit.edu.cn (Confirmed)

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

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Beijing Institute of Technology (bit.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Yipeng Hu

2023 – 2025

PhD Advisor

Tingfa Xu

2021 – 2025

Expertise

medical image analysis

2021 – 2025

Publications

Understanding the Transfer Limits of Vision Foundation Models
Shiqi Huang, Yipei Wang, Natasha Thorley, Alexander Ng, Shaheer U. Saeed, Mark Emberton, Shonit Punwani, Veeru Kasivisvanathan, Dean C. Barratt, Daniel C. Alexander, Yipeng Hu
- CoRR 2026
- Readers: Everyone
Dynamic Client Distillation for Semi-Supervised Federated Learning in a Realistic Scenario
Ning Shen, Tingfa Xu, Shiqi Huang, Zhenxiang Chen, Jianan Li
- IEEE Trans. Medical Imaging 2025
- Readers: Everyone
Competing for Pixels: A Self-Play Algorithm for Weakly-Supervised Semantic Segmentation
Shaheer U. Saeed, Shiqi Huang, João Ramalhinho, Iani J. M. B. Gayo, Nina Montaña Brown, Ester Bonmati, Stephen P. Pereira, Brian R. Davidson, Dean C. Barratt, Matthew J. Clarkson, Yipeng Hu
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
Tell2Reg: Establishing Spatial Correspondence between Images by the Same Language Prompts
Wen Yan, Qianye Yang, Shiqi Huang, Yipei Wang, Shonit Punwani, Mark Emberton, Vasilis Stavrinides, Yipeng Hu, Dean C. Barratt
- ISBI 2025
- Readers: Everyone
Register Anything: Estimating "Corresponding Prompts" for Segment Anything Model
Shiqi Huang, Tingfa Xu, Wen Yan, Dean C. Barratt, Yipeng Hu
- MICCAI (4) 2025
- Readers: Everyone
S2GFormer: A Transformer and Graph Convolution Combing Framework for Hyperspectral Image Classification
Shiqi Huang, Yao Ding, Zhili Zhang, Aitao Yang, Shujun Yang, Yaoming Cai, Weiwei Cai
- OpenReview Archive Direct Upload
- Readers: Everyone
One Registration is Worth Two Segmentations
Shiqi Huang, Tingfa Xu, Ziyi Shen, Shaheer Ullah Saeed, Wen Yan, Dean C. Barratt, Yipeng Hu
- MICCAI (12) 2024
- Readers: Everyone
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence
Shiqi Huang, Tingfa Xu, Ziyi Shen, Shaheer Ullah Saeed, Wen Yan, Dean C. Barratt, Yipeng Hu
- CoRR 2024
- Readers: Everyone
SCANet: A Unified Semi-Supervised Learning Framework for Vessel Segmentation
Ning Shen, Tingfa Xu, Ziyang Bian, Shiqi Huang, Feng Mu, Bo Huang, Yuze Xiao, Jianan Li
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- IEEE Trans. Medical Imaging 2023
- Readers: Everyone
RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-lesion Segmentation
Shiqi Huang, Jianan Li, Yuze Xiao, Ning Shen, Tingfa Xu
- CoRR 2022
- Readers: Everyone

View all 12 publications

Co-Authors

Aitao Yang
Alexander Ng
Bo Huang
Brian R. Davidson
Daniel C. Alexander
Dean C. Barratt
Ester Bonmati
Feng Mu
Iani J. M. B. Gayo
Jianan Li
João Ramalhinho
Mark Emberton
Matthew J. Clarkson
Natasha Thorley
Nina Montaña Brown
Ning Shen
Qianye Yang
Shaheer U. Saeed
Shaheer Ullah Saeed
Shonit Punwani
Shujun Yang
Stephen P. Pereira
Tingfa Xu
Vasilis Stavrinides
Veeru Kasivisvanathan

View all 37 co-authors