Efficient Federated Tumor Segmentation via Normalized Tensor Aggregation and Client Pruning. - Youtan Yin; Hongzheng Yang; Quande Liu; Meirui Jiang; Cheng Chen 013; Qi Dou 001; Pheng-Ann Heng (BrainLes@MICCAI (2), 2021)

Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching. - Quande Liu; Hongzheng Yang; Qi Dou 001; Pheng-Ann Heng (MICCAI (3), 2021)

Efficient Federated Tumor Segmentation via Parameter Distance Weighted Aggregation and Client Pruning. - Meirui Jiang; Hongzheng Yang; Xiaofan Zhang 002; Shaoting Zhang 001; Qi Dou 001 (BrainLes@MICCAI (2), 2022)

Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. - Meirui Jiang; Hongzheng Yang; Xiaoxiao Li; Quande Liu; Pheng-Ann Heng; Qi Dou 001 (MICCAI (3), 2022)

DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain Medical Images. - Hongzheng Yang; Cheng Chen 013; Meirui Jiang; Quande Liu; Jianfeng Cao; Pheng-Ann Heng; Qi Dou 001 (IEEE Trans. Medical Imaging, 2022)

Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization. - Hongzheng Yang; Cheng Chen 013; Yueyao Chen; Markus Scheppach; Hon-Chi Yip; Qi Dou 001 (NeurIPS, 2023)

IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation. - Meirui Jiang; Hongzheng Yang; Cheng Chen 013; Qi Dou 001 (IEEE Trans. Medical Imaging, 2023)

SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning. - Jinpeng Chen 003; Runmin Cong; Yuzhi Zhao; Hongzheng Yang; Guangneng Hu; Horace Ho-Shing Ip; Sam Kwong (CoRR, 2025)

Does Representation Intervention Really Identify Desired Concepts and Elicit Alignment? - Hongzheng Yang; Yongqiang Chen 002; Zeyu Qin; Tongliang Liu; Chaowei Xiao; Kun Zhang 001; Bo Han 003 (CoRR, 2025)

Better Reasoning with Less Data: Enhancing VLMs Through Unified Modality Scoring. - Mingjie Xu; Andrew Estornell; Hongzheng Yang; Yuzhi Zhao; Zhaowei Zhu; Qi Xuan; Jiaheng Wei (CoRR, 2025)