Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading. - Kang Zhou 001; Zaiwang Gu; Wen Liu 003; Weixin Luo; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (EMBC, 2018)

DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling. - Zaiwang Gu; Peng Liu 049; Kang Zhou 001; Yuming Jiang 003; Haoyu Mao; Jun Cheng 003; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 2018)

Large-Scale Left and Right Eye Classification in Retinal Images. - Peng Liu 049; Zaiwang Gu; Fan Liu; Yuming Jiang 003; Shanshan Jiang; Haoyu Mao; Jun Cheng 003; Lixin Duan; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 2018)

Fundus Image Quality-Guided Diabetic Retinopathy Grading. - Kang Zhou 001; Zaiwang Gu; Annan Li; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (COMPAY/OMIA@MICCAI, 2018)

Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis. - Jun Cheng 003; Zhengguo Li; Zaiwang Gu; Huazhu Fu; Damon Wing Kee Wong; Jiang Liu 001 (CoRR, 2018)

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading Kang. - Kang Zhou 001; Zaiwang Gu; Wen Liu 003; Weixin Luo; Jun Cheng 003; Shenghua Gao; Jiang Liu 001 (CoRR, 2018)

Structure-Preserving Guided Retinal Image Filtering and Its Application for Optic Disk Analysis. - Jun Cheng 003; Zhengguo Li; Zaiwang Gu; Huazhu Fu; Damon Wing Kee Wong; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2018)

CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation. - Lei Mou; Yitian Zhao; Li Chen 011; Jun Cheng 003; Zaiwang Gu; Huaying Hao; Hong Qi; Yalin Zheng; Alejandro F. Frangi; Jiang Liu 001 (MICCAI (1), 2019)

The Channel Attention Based Context Encoder Network for Inner Limiting Membrane Detection. - Hao Qiu; Zaiwang Gu; Lei Mou; Xiaoqian Mao; Liyang Fang; Yitian Zhao; Jiang Liu 001; Jun Cheng 003 (OMIA@MICCAI, 2019)

SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. - Tianyang Zhang 003; Huazhu Fu; Yitian Zhao; Jun Cheng 003; Mengjie Guo; Zaiwang Gu; Bing Yang; Yuting Xiao; Shenghua Gao; Jiang Liu 001 (MICCAI (4), 2019)

CE-Net: Context Encoder Network for 2D Medical Image Segmentation. - Zaiwang Gu; Jun Cheng 003; Huazhu Fu; Kang Zhou 001; Huaying Hao; Yitian Zhao; Tianyang Zhang 003; Shenghua Gao; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2019)

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images. - Kang Zhou 001; Yuting Xiao; Jianlong Yang; Jun Cheng 003; Wen Liu 003; Weixin Luo; Zaiwang Gu; Jiang Liu 001; Shenghua Gao (ECCV (20), 2020)

Deep Learning with Skip Connection Attention for Choroid Layer Segmentation in OCT Images. - Xiaoqian Mao; Yitian Zhao; Bang Chen; Yuhui Ma; Zaiwang Gu; Shenshen Gu; Jianlong Yang; Jun Cheng 003; Jiang Liu 001 (EMBC, 2020)

SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading. - Zhi Tu; Shenghua Gao; Kang Zhou 001; Xianing Chen; Huazhu Fu; Zaiwang Gu; Jun Cheng 003; Zehao Yu 002; Jiang Liu 001 (ISBI, 2020)

Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image. - Kang Zhou 001; Shenghua Gao; Jun Cheng 003; Zaiwang Gu; Huazhu Fu; Zhi Tu; Jianlong Yang; Yitian Zhao; Jiang Liu 001 (ISBI, 2020)

JointRCNN: A Region-Based Convolutional Neural Network for Optic Disc and Cup Segmentation. - Yuming Jiang 003; Lixin Duan; Jun Cheng 003; Zaiwang Gu; Hu Xia; Huazhu Fu; Changsheng Li; Jiang Liu 001 (IEEE Trans. Biomed. Eng., 2020)

Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis". - Tianyang Miller; Jun Cheng 003; Huazhu Fu; Zaiwang Gu; Yuting Xiao; Kang Zhou 001; Shenghua Gao; Ru Zheng; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

Dense Dilated Network With Probability Regularized Walk for Vessel Detection. - Lei Mou; Li Chen 011; Jun Cheng 003; Zaiwang Gu; Yitian Zhao; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

Noise Adaptation Generative Adversarial Network for Medical Image Analysis. - Tianyang Zhang 003; Jun Cheng 003; Huazhu Fu; Zaiwang Gu; Yuting Xiao; Kang Zhou 001; Shenghua Gao; Rui Zheng; Jiang Liu 001 (IEEE Trans. Medical Imaging, 2020)

MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation. - Yepeng Liu; Zaiwang Gu; Shenghua Gao; Dong Wang; Yusheng Zeng; Jun Cheng 003 (BMVC, 2021)

Semantic-Human: Neural Rendering of Humans from Monocular Video with Human Parsing. - Jie Zhang; Pengcheng Shi; Zaiwang Gu; Yiyang Zhou; Zhi Wang (CoRR, 2023)

SuperJunction: Learning-Based Junction Detection for Retinal Image Registration. - Yu Wang; Xiaoye Wang; Zaiwang Gu; Weide Liu; Wee Siong Ng; Weimin Huang 002; Jun Cheng 003 (AAAI, 2024)

Learning Intra-View and Cross-View Geometric Knowledge for Stereo Matching. - Rui Gong; Weide Liu; Zaiwang Gu; Xulei Yang; Jun Cheng 003 (CVPR, 2024)

Coarse-Grained Mask Regularization for Microvascular Obstruction Identification from Non-contrast Cardiac Magnetic Resonance. - Yige Yan; Jun Cheng 003; Xulei Yang; Zaiwang Gu; Shuang Leng; Ru-San Tan; Liang Zhong 001; Jagath C. Rajapakse (MICCAI (1), 2024)

When low-vision task meets dense prediction tasks with less data: an auxiliary self-trained geometry regularization. - Zaiwang Gu; Weide Liu; Xulei Yang; Chuan-Sheng Foo; Jun Cheng 003 (Trans. Mach. Learn. Res., 2024)

Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching. - Lile Cai; Chuan-Sheng Foo; Xun Xu 002; Zaiwang Gu; Jun Cheng 003; Xulei Yang (ICLR, 2025)

Uncertainty Aware Interest Point Detection and Description. - Jingbo Zeng; Zaiwang Gu; Weide Liu; Lile Cai; Jun Cheng 003 (WACV, 2025)