OCRNet for Diabetic Foot Ulcer Segmentation Combined with Edge Loss. - Huahui Yi; Wei Xu 046; Zekun Jiang; Jun Gao; Qingbo Kang; Qicheng Lao; Kang Li 004 (DFUC@MICCAI, 2022)

MEDICAL IMAGE UNDERSTANDING WITH PRETRAINED VISION LANGUAGE MODELS: A COMPREHENSIVE STUDY. - Ziyuan Qin 001; Huahui Yi; Qicheng Lao; Kang Li 004 (ICLR, 2023)

Multiple Prompt Fusion for Zero-Shot Lesion Detection Using Vision-Language Models. - Miaotian Guo; Huahui Yi; Ziyuan Qin 001; Haiying Wang 005; Aidong Men; Qicheng Lao (MICCAI (5), 2023)

Towards General Purpose Medical AI: Continual Learning Medical Foundation Model. - Huahui Yi; Ziyuan Qin 001; Qicheng Lao; Wei Xu 046; Zekun Jiang; Dequan Wang; Shaoting Zhang 001; Kang Li 004 (CoRR, 2023)

ConES: Concept Embedding Search for Parameter Efficient Tuning Large Vision Language Models. - Huahui Yi; Ziyuan Qin 001; Wei Xu 046; Miaotian Guo; Kun Wang; Shaoting Zhang 001; Kang Li 004; Qicheng Lao (CoRR, 2023)

Anatomically Guided Cross-Domain Repair and Screening for Ultrasound Fetal Biometry. - Jun Gao; Qicheng Lao; Paul Liu 003; Huahui Yi; Qingbo Kang; Zekun Jiang; Xiaohu Wu; Kang Li 004; Yuanyuan Chen; Le Zhang 004 (IEEE J. Biomed. Health Informatics, 2023)

Unified Modeling Enhanced Multimodal Learning for Precision Neuro-Oncology. - Huahui Yi; Xiaofei Wang; Kang Li 004; Chao Li 031 (CMMCA@MICCAI, 2024)

MLAE: Masked LoRA Experts for Parameter-Efficient Fine-Tuning. - Junjie Wang 009; Guangjing Yang; Wentao Chen; Huahui Yi; Xiaohu Wu; Qicheng Lao (CoRR, 2024)

Evaluating Hallucination in Text-to-Image Diffusion Models with Scene-Graph based Question-Answering Agent. - Ziyuan Qin 001; Dongjie Cheng; Haoyu Wang; Huahui Yi; Yuting Shao; Zhiyuan Fan; Kang Li 004; Qicheng Lao (CoRR, 2024)

Deblurring masked image modeling for ultrasound image analysis. - Qingbo Kang; Qicheng Lao; Jun Gao; Jingyan Liu; Huahui Yi; Buyun Ma; Xiaofan Zhang 002; Kang Li 004 (Medical Image Anal., 2024)

Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. - Moi Hoon Yap; Bill Cassidy; Michal Byra; Ting-Yu Liao; Huahui Yi; Adrian Galdran; Yung-Han Chen; Raphael Brüngel; Sven Koitka; Christoph M. Friedrich; Yu-Wen Lo; Ching-Hui Yang; et al. (Medical Image Anal., 2024)

Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets. - Kun Wang 056; Yuxuan Liang; Xinglin Li; Guohao Li 001; Bernard Ghanem; Roger Zimmermann; Zhengyang Zhou; Huahui Yi; Yudong Zhang 005; Yang Wang 015 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Guiding Medical Vision-Language Models with Diverse Visual Prompts: Framework Design and Comprehensive Exploration of Prompt Variations. - Kangyu Zhu; Ziyuan Qin 001; Huahui Yi; Zekun Jiang; Qicheng Lao; Shaoting Zhang 001; Kang Li 004 (NAACL (Long Papers), 2025)

Enhancing diagnostic capability with multi-agents conversational large language models. - Xi Chen; Huahui Yi; Mingke You; Weizhi Liu; Li Wang 109; Hairui Li; Xue Zhang; Yingman Guo; Lei Fan; Gang Chen; Qicheng Lao; Weili Fu; et al. (npj Digit. Medicine, 2025)

Guiding Medical Vision-Language Models with Explicit Visual Prompts: Framework Design and Comprehensive Exploration of Prompt Variations. - Kangyu Zhu; Ziyuan Qin 001; Huahui Yi; Zekun Jiang; Qicheng Lao; Shaoting Zhang 001; Kang Li 004 (CoRR, 2025)

iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection. - Huahui Yi; Wei Xu 046; Ziyuan Qin 001; Xi Chen; Xiaohu Wu; Kang Li 004; Qicheng Lao (CoRR, 2025)