Data-Efficient Histopathology Image Analysis with Deformation Representation Learning. - Jilan Xu; Junlin Hou; Yuejie Zhang; Rui Feng 001; Chunyang Ruan; Tao Zhang 022; Weiguo Fan (BIBM, 2020)

Fuzzy Graph Neural Network for Few-Shot Learning. - Tong Wei; Junlin Hou; Rui Feng 001 (IJCNN, 2020)

Semi-supervised Medical Image Segmentation with Distribution Calibration and Non-local Semantic Constraint. - Nan Zhang; Junlin Hou; Rui-Wei Zhao; Rui Feng 001; Yuejie Zhang (BIBM, 2021)

CMC-COV19D: Contrastive Mixup Classification for COVID-19 Diagnosis. - Junlin Hou; Jilan Xu; Rui Feng 001; Yuejie Zhang; Fei Shan; Weiya Shi (ICCVW, 2021)

Exploiting Deep Cross-Slice Features From CT Images For Multi-Class Pneumonia Classification. - Jiawang Cao; Lulu Jiang; Junlin Hou; Longquan Jiang 003; Rui-Wei Zhao; Weiya Shi; Fei Shan; Rui Feng 001 (ICIP, 2021)

Periphery-aware COVID-19 diagnosis with contrastive representation enhancement. - Junlin Hou; Jilan Xu; Longquan Jiang 003; Shanshan Du; Rui Feng 001; Yuejie Zhang; Fei Shan; Xiangyang Xue 001 (Pattern Recognit., 2021)

Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images. - Junlin Hou; Jilan Xu; Fan Xiao; Rui-Wei Zhao; Yuejie Zhang; Haidong Zou; Lina Lu; Wenwen Xue; Rui Feng 001 (BIBM, 2022)

CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping. - Jilan Xu; Junlin Hou; Yuejie Zhang; Rui Feng 001; Rui-Wei Zhao; Tao Zhang 022; Xuequan Lu; Shang Gao 003 (CVPR, 2022)

CMC_v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors. - Junlin Hou; Jilan Xu; Nan Zhang; Yi Wang 074; Yuejie Zhang; Xiaobo Zhang; Rui Feng 001 (ECCV Workshops (7), 2022)

Boosting COVID-19 Severity Detection with Infection-Aware Contrastive Mixup Classification. - Junlin Hou; Jilan Xu; Nan Zhang; Yuejie Zhang; Xiaobo Zhang; Rui Feng 001 (ECCV Workshops (7), 2022)

Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA Images. - Junlin Hou; Fan Xiao; Jilan Xu; Yuejie Zhang; Haidong Zou; Rui Feng 001 (MIDOG/DRAC@MICCAI, 2022)

FDVTS's Solution for 2nd COV19D Competition on COVID-19 Detection and Severity Analysis. - Junlin Hou; Jilan Xu; Rui Feng 001; Yuejie Zhang (CoRR, 2022)

CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors. - Junlin Hou; Jilan Xu; Nan Zhang; Yi Wang 074; Yuejie Zhang; Xiaobo Zhang; Rui Feng 001 (CoRR, 2022)

Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision. - Jilan Xu; Junlin Hou; Yuejie Zhang; Rui Feng 001; Yi Wang 074; Yu Qiao 001; Weidi Xie (CVPR, 2023)

Diabetic Retinopathy Grading with Weakly-Supervised Lesion Priors. - Junlin Hou; Fan Xiao; Jilan Xu; Rui Feng 001; Yue Zhang 004; Haidong Zou; Lina Lu; Wenwen Xue (ICASSP, 2023)

Towards Label-Efficient Deep Learning for Myopic Maculopathy Classification. - Junlin Hou; Jilan Xu; Fan Xiao; Bo Zhang; Yiqian Xu; Yuejie Zhang; Haidong Zou; Rui Feng 001 (MMAC@MICCAI, 2023)

Ensemble Deep Learning Approaches for Myopic Maculopathy Plus Lesions Segmentation. - Fan Xiao; Junlin Hou; Jilan Xu; Yiqian Xu; Bo Zhang; Yuejie Zhang; Haidong Zou; Rui Feng 001 (MMAC@MICCAI, 2023)

DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images. - Bo Qian; Hao Chen 011; Xiangning Wang; Haoxuan Che; Gitaek Kwon; Jaeyoung Kim; Sungjin Choi; Seoyoung Shin; Felix Krause 002; Markus Unterdechler; Junlin Hou; Rui Feng 001; et al. (CoRR, 2023)

Advancing COVID-19 Detection in 3D CT Scans. - Qingqiu Li; Runtian Yuan; Junlin Hou; Jilan Xu; Yuejie Zhang; Rui Feng 001; Hao Chen 011 (CVPR Workshops, 2024)

Retrieval-Augmented Egocentric Video Captioning. - Jilan Xu; Yifei Huang 002; Junlin Hou; Guo Chen 006; Yuejie Zhang; Rui Feng 001; Weidi Xie (CVPR, 2024)

Domain Adaptation Using Pseudo Labels for COVID-19 Detection. - Runtian Yuan; Qingqiu Li; Junlin Hou; Jilan Xu; Yuejie Zhang; Rui Feng 001; Hao Chen 011 (CVPR Workshops, 2024)

Cross-Image Distillation for Semi-Supervised Semantic Segmentation. - Nan Zhang; Fan Xiao; Junlin Hou; Ruiwei Zhao; Xiaobo Zhang; Rui Feng 001 (ICASSP, 2024)

Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis. - Junlin Hou; Jilan Xu; Hao Chen (MICCAI (10), 2024)

Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks. - Junlin Hou; Sicen Liu; Yequan Bie; Hongmei Wang; Andong Tan; Luyang Luo; Hao Chen 011 (CoRR, 2024)

Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis. - Hongmei Wang; Junlin Hou; Hao Chen (CoRR, 2024)

Cross-Fundus Transformer for Multi-modal Diabetic Retinopathy Grading with Cataract. - Fan Xiao; Junlin Hou; Ruiwei Zhao; Rui Feng 001; Haidong Zou; Lina Lu; Yi Xu 001; Juzhao Zhang (CoRR, 2024)

DRAC 2022: A public benchmark for diabetic retinopathy analysis on ultra-wide optical coherence tomography angiography images. - Bo Qian; Hao Chen 011; Xiangning Wang; Zhouyu Guan; Tingyao Li; Yixiao Jin; Yilan Wu; Yang Wen; Haoxuan Che; Gitaek Kwon; Jaeyoung Kim; Sungjin Choi; et al. (Patterns, 2024)

EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos. - Jilan Xu; Yifei Huang 002; Baoqi Pei; Junlin Hou; Qingqiu Li; Guo Chen 006; Yuejie Zhang; Rui Feng 001; Weidi Xie (ICLR, 2025)

MOSMOS: Multi-organ segmentation facilitated by medical report supervision. - Weiwei Tian; Xinyu Huang; Junlin Hou; Caiyue Ren; Longquan Jiang 003; Rui-Wei Zhao; Gang Jin; Yuejie Zhang; Daoying Geng (Biomed. Signal Process. Control., 2025)

Segment Anything in Pathology Images with Natural Language. - Zhixuan Chen; Junlin Hou; Liqi Lin; Yihui Wang 002; Yequan Bie; Xi Wang 013; Yanning Zhou 003; Ronald Cheong Kin Chan; Hao Chen 011 (CoRR, 2025)

Multi-Source COVID-19 Detection via Variance Risk Extrapolation. - Runtian Yuan; Qingqiu Li; Junlin Hou; Jilan Xu; Yuejie Zhang; Rui Feng 001; Hao Chen 011 (CoRR, 2025)

Advancing Lung Disease Diagnosis in 3D CT Scans. - Qingqiu Li; Runtian Yuan; Junlin Hou; Jilan Xu; Yuejie Zhang; Rui Feng 001; Hao Chen 011 (CoRR, 2025)

A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model. - Zhe Xu; Ziyi Liu; Junlin Hou; Jiabo Ma; Cheng Jin; Yihui Wang; Zhixuan Chen; Zhengyu Zhang; Zhengrui Guo; Fengtao Zhou; Yingxue Xu; Xi Wang; et al. (CoRR, 2025)

QMix: Quality-Aware Learning With Mixed Noise for Robust Retinal Disease Diagnosis. - Junlin Hou; Jilan Xu; Rui Feng 001; Hao Chen 011 (IEEE Trans. Medical Imaging, 2025)