Lesion-Aware Segmentation Network for Atrophy and Detachment of Pathological Myopia on Fundus Images. - Yan Guo 006; Rui Wang; Xia Zhou; Yang Liu 021; Lilong Wang; Chuanfeng Lv; Bin Lv; Guotong Xie (ISBI, 2020)

OCT Image Quality Evaluation Based on Deep and Shallow Features Fusion Network. - Rui Wang; Dongyi Fan; Bin Lv; Min Wang; Qienyuan Zhou; Chuanfeng Lv; Guotong Xie; Lilong Wang (ISBI, 2020)

Positive-Aware Lesion Detection Network with Cross-scale Feature Pyramid for OCT Images. - Dongyi Fan; Chengfen Zhang; Bin Lv; Lilong Wang; Guanzheng Wang; Min Wang; Chuanfeng Lv; Guotong Xie (MICCAI (5), 2020)

MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification. - Dequan Wang; Xiaosong Wang 001; Lilong Wang; Mengzhang Li; Qian Da; Xiaoqiang Liu; Xiangyu Gao; Jun Shen; Junjun He; Tian Shen; Qi Duan; Jie Zhao 014; et al. (CoRR, 2023)

Graph-Structured Swin-Transformer for Learned Image Compression. - Lilong Wang; Yunhui Shi; Jin Wang; Baocai Yin; Nam Ling (DCC, 2024)

Dual-Perspective Label Smoothing for Accurate Tumor Segmentation. - Lilong Wang; Xuan Wang; Yali Xu; Xiangan Wu; Shunda Du; Shaoting Zhang 001; Qiang Sun; Xiaosong Wang 001 (ISBI, 2024)

BrainSCK: Brain Structure and Cognition Alignment via Knowledge Injection and Reactivation for Diagnosing Brain Disorders. - Lilong Wang; Mianxin Liu; Shaoting Zhang 001; Xiaosong Wang 001 (MICCAI (2), 2024)

Cost-effective Instruction Learning for Pathology Vision and Language Analysis. - Kaitao Chen; Mianxin Liu; Fang Yan 002; Lei Ma 006; Xiaoming Shi; Lilong Wang; Xiaosong Wang 001; Lifeng Zhu; Zhe Wang 043; Mu Zhou; Shaoting Zhang 001 (CoRR, 2024)

BrainMVP: Multi-modal Vision Pre-training for Brain Image Analysis using Multi-parametric MRI. - Shaohao Rui; Lingzhi Chen; Zhenyu Tang 005; Lilong Wang; Mianxin Liu; Shaoting Zhang 001; Xiaosong Wang 001 (CoRR, 2024)

Graph Based Cross-Channel Transform for Color Image Compression. - Lilong Wang; Yunhui Shi; Jin Wang 023; Shujun Chen; Baocai Yin; Nam Ling (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Syntax-Guided Content-Adaptive Transform for Image Compression. - Yunhui Shi; Liping Ye; Jin Wang 023; Lilong Wang; Hui Hu; Baocai Yin; Nam Ling (Sensors, 2024)

Multi-modal Vision Pre-training for Medical Image Analysis. - Shaohao Rui; Lingzhi Chen; Zhenyu Tang 005; Lilong Wang; Mianxin Liu; Shaoting Zhang 001; Xiaosong Wang 001 (CVPR, 2025)

Enhancing Step-by-Step and Verifiable Medical Reasoning in MLLMs. - Haoran Sun; Yankai Jiang 003; Wenjie Lou; Yujie Zhang; Wenjie Li; Lilong Wang; Mianxin Liu; Lei Liu; Xiaosong Wang 001 (CoRR, 2025)

Cost-effective instruction learning for pathology vision and language analysis. - Kaitao Chen; Mianxin Liu; Fang Yan 002; Lei Ma 008; Xiaoming Shi; Lilong Wang; Xiaosong Wang 001; Lifeng Zhu; Zhe Wang 043; Mu Zhou; Shaoting Zhang 001 (Nat. Comput. Sci., 2025)