Pseudo Bias-Balanced Learning for Debiased Chest X-Ray Classification. - Luyang Luo; Dunyuan Xu; Hao Chen 011; Tien-Tsin Wong; Pheng-Ann Heng (MICCAI (8), 2022)

Abnormal Traffic Detection: Traffic Feature Extraction and DAE-GAN With Efficient Data Augmentation. - Zecheng Li 001; Shengyuan Chen; Hongshu Dai; Dunyuan Xu; Cheng-Kang Chu; Bin Xiao 001 (IEEE Trans. Reliab., 2023)

Cross-modality Guidance-aided Multi-modal Learning with Dual Attention for MRI Brain Tumor Grading. - Dunyuan Xu; Xi Wang 013; Jinyue Cai; Pheng-Ann Heng (CoRR, 2024)

DC²T: Disentanglement-Guided Consolidation and Consistency Training for Semi-Supervised Cross-Site Continual Segmentation. - Jingyang Zhang; Jialun Pei; Dunyuan Xu; Yueming Jin; Pheng-Ann Heng (IEEE Trans. Medical Imaging, 2025)

From Learning to Unlearning: Biomedical Security Protection in Multimodal Large Language Models. - Dunyuan Xu; Xikai Yang; Yaoqian Li; Jinpeng Li 004; Pheng-Ann Heng (CoRR, 2025)