Pixel-Adaptive Field-of-View for Remote Sensing Image Segmentation. - Feng Mu; Jianan Li 001; Ning Shen; Shiqi Huang 001; Yongzhuo Pan; Tingfa Xu (IEEE Geosci. Remote. Sens. Lett., 2022)

RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-Lesion Segmentation. - Shiqi Huang 001; Jianan Li 001; Yuze Xiao; Ning Shen; Tingfa Xu (IEEE Trans. Medical Imaging, 2022)

Rethinking Few-Shot Medical Segmentation: A Vector Quantization View. - Shiqi Huang 001; Tingfa Xu; Ning Shen; Feng Mu; Jianan Li 001 (CVPR, 2023)

SCANet: A Unified Semi-Supervised Learning Framework for Vessel Segmentation. - Ning Shen; Tingfa Xu; Ziyang Bian; Shiqi Huang 001; Feng Mu; Bo Huang 012; Yuze Xiao; Jianan Li 001 (IEEE Trans. Medical Imaging, 2023)

Expert-Guided Knowledge Distillation for Semi-Supervised Vessel Segmentation. - Ning Shen; Tingfa Xu; Shiqi Huang 001; Feng Mu; Jianan Li 001 (IEEE J. Biomed. Health Informatics, 2023)

One Registration is Worth Two Segmentations. - Shiqi Huang 001; Tingfa Xu; Ziyi Shen; Shaheer Ullah Saeed; Wen Yan 005; Dean C. Barratt; Yipeng Hu (MICCAI (12), 2024)

Meta-tubular-net: A robust topology-aware re-weighting network for retinal vessel segmentation. - Shiqi Huang 001; Jianan Li 001; Ning Shen; Tingfa Xu (Biomed. Signal Process. Control., 2024)

Competing for pixels: a self-play algorithm for weakly-supervised segmentation. - Shaheer U. Saeed; Shiqi Huang 001; 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 (CoRR, 2024)

SAMReg: SAM-enabled Image Registration with ROI-based Correspondence. - Shiqi Huang 001; Tingfa Xu; Ziyi Shen; Shaheer Ullah Saeed; Wen Yan 005; Dean C. Barratt; Yipeng Hu (CoRR, 2024)

Tell2Reg: Establishing Spatial Correspondence between Images by the Same Language Prompts. - Wen Yan 005; Qianye Yang; Shiqi Huang 001; Yipei Wang; Shonit Punwani; Mark Emberton; Vasilis Stavrinides; Yipeng Hu; Dean C. Barratt (ISBI, 2025)

Register Anything: Estimating "Corresponding Prompts" for Segment Anything Model. - Shiqi Huang 001; Tingfa Xu; Wen Yan 005; Dean C. Barratt; Yipeng Hu (MICCAI (4), 2025)

Det-SAMReg: Few-Shot Medical Image Registration Using Vision Foundation Models. - Mengting Yang; Qilin Wang; Shiqi Huang 001; Wen Yan 005; Yipeng Hu; Zhe Min (ASMUS@MICCAI, 2025)

Competing for Pixels: A Self-Play Algorithm for Weakly-Supervised Semantic Segmentation. - Shaheer U. Saeed; Shiqi Huang 001; 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)

Dynamic Client Distillation for Semi-Supervised Federated Learning in a Realistic Scenario. - Ning Shen; Tingfa Xu; Shiqi Huang 001; Zhenxiang Chen; Jianan Li 001 (IEEE Trans. Medical Imaging, 2025)

Understanding the Transfer Limits of Vision Foundation Models. - Shiqi Huang 001; Yipei Wang; Natasha Thorley; Alexander Ng; Shaheer U. Saeed; Mark Emberton; Shonit Punwani; Veeru Kasivisvanathan; Dean C. Barratt; Daniel C. Alexander; Yipeng Hu (ISBI, 2026)

Continual Pretraining Prostate MRI ViT Encoder for Task Alignment. - Bilal A. Sidiqi; Yipei Wang; Shaheer U. Saeed; Shiqi Huang 001; Daniel C. Alexander; Yipeng Hu (ISBI, 2026)

PromptReg: Interactive Registration by "Corresponding Prompts" for Segment Anything Model (SAM). - Shiqi Huang 001; Tingfa Xu; Jianan Li 001; Shaheer U. Saeed; Ziyi Shen; Dean C. Barratt; Yipeng Hu (IEEE Trans. Image Process., 2026)

Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation. - Wen Yan 005; Yipei Wang; Shiqi Huang 001; Natasha Thorley; Mark Emberton; Vasilis Stavrinides; Yipeng Hu; Dean C. Barratt (CoRR, 2026)