Radiology Report Generation via Structured Knowledge-Enhanced Multi-modal Attention and Contrastive Learning. - Dexuan Xu; Yanyuan Chen; Jiayu Zhang; Yiwei Lou; Hanpin Wang; Jing He; Yu Huang 004 (BIBM, 2023)

Refining the Unseen: Self-supervised Two-stream Feature Extraction for Image Quality Assessment. - Yiwei Lou; Yanyuan Chen; Dexuan Xu; Doudou Zhou; Yongzhi Cao; Hanpin Wang; Yu Huang 004 (ICDM, 2023)

MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering. - Dexuan Xu; Yanyuan Chen; Jieyi Wang; Yue Huang; Hanpin Wang; Zhi Jin; Hongxing Wang; Weihua Yue; Jing He; Hang Li; Yu Huang 004 (ACL (Findings), 2024)

Curriculum Learning for Self-Iterative Semi-Supervised Medical Image Segmentation. - Jiayu Zhang; Dexuan Xu; Yanyuan Chen; Yiwei Lou; Yue Huang (BIBM, 2024)

Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medial Hallucination Evaluation. - Chengfeng Dou; Ying Zhang; Yanyuan Chen; Zhi Jin; Wenpin Jiao; Haiyan Zhao 001; Yu Huang (LREC/COLING, 2024)

MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output. - Yanyuan Chen; Dexuan Xu; Yu Huang 004; Songkun Zhan; Hanpin Wang; Dongxue Chen; Xueping Wang; Meikang Qiu; Hang Li (CVPR, 2025)

Semi-supervised medical image classification via Cross-Training and Dual-Teacher fusion model. - Yanyuan Chen; Dexuan Xu; Yiwei Lou; Hang Li; Weiping Ding 001; Yu Huang 004 (Inf. Fusion, 2025)

Knowledge fusion in deep learning-based medical vision-language models: A review. - Dexuan Xu; Yanyuan Chen; Zhongyan Chai; Yifan Xiao; Yandong Yan; Weiping Ding 001; Hanpin Wang; Zhi Jin; Wenpin Jiao; Weihua Yue; Hang Li; Yu Huang 004 (Inf. Fusion, 2026)