Reinventing 2D Convolutions for 3D Medical Images. - Jiancheng Yang; Xiaoyang Huang; Bingbing Ni; Jingwei Xu 005; Canqian Yang; Guozheng Xu (CoRR, 2019)

Enhanced Breast Lesion Classification via Knowledge Guided Cross-Modal and Semantic Data Augmentation. - Kun Chen; Yuanfan Guo; Canqian Yang; Yi Xu 001; Rui Zhang 052; Chunxiao Li; Rong Wu (MICCAI (5), 2021)

Decoupled gradient harmonized detector for partial annotation: Application to signet ring cell detection. - Tiancheng Lin 001; Yuanfan Guo; Canqian Yang; Jiancheng Yang; Yi Xu 001 (Neurocomputing, 2021)

Reinventing 2D Convolutions for 3D Images. - Jiancheng Yang; Xiaoyang Huang; Yi He; Jingwei Xu 005; Canqian Yang; Guozheng Xu; Bingbing Ni (IEEE J. Biomed. Health Informatics, 2021)

Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction. - Tiancheng Lin 001; Hongteng Xu; Canqian Yang; Yi Xu 001 (AAAI, 2022)

AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement. - Canqian Yang; Meiguang Jin; Xu Jia 012; Yi Xu 001; Ying Chen (CVPR, 2022)

Posterior Refinement on Metric Matrix Improves Generalization Bound in Metric Learning. - Mingda Wang; Canqian Yang; Yi Xu 001 (ECCV (26), 2022)

SepLUT: Separable Image-Adaptive Lookup Tables for Real-Time Image Enhancement. - Canqian Yang; Meiguang Jin; Yi Xu 001; Rui Zhang 052; Ying Chen; Huaida Liu (ECCV (18), 2022)

Self Supervised Lesion Recognition for Breast Ultrasound Diagnosis. - Yuanfan Guo; Canqian Yang; Tiancheng Lin 001; Chunxiao Li; Rui Zhang 052; Rong Wu; Yi Xu 001 (ISBI, 2022)

Self Supervised Lesion Recognition For Breast Ultrasound Diagnosis. - Yuanfan Guo; Canqian Yang; Tiancheng Lin 001; Chunxiao Li; Rui Zhang 052; Yi Xu 001 (CoRR, 2022)

MFDNet: Towards Real-time Image Denoising On Mobile Devices. - Zhuoqun Liu; Meiguang Jin; Ying Chen; Huaida Liu; Canqian Yang; Hongkai Xiong (CoRR, 2022)

DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. - Qian Da; Xiaodi Huang; Zhongyu Li 002; Yanfei Zuo; Chenbin Zhang; Jingxin Liu; Wen Chen 001; Jiahui Li 005; Dou Xu; Zhiqiang Hu; Hongmei Yi; Yan Guo; et al. (Medical Image Anal., 2022)

Lightweight Network Towards Real-Time Image Denoising On Mobile Devices. - Zhuoqun Liu; Meiguang Jin; Ying Chen; Huaida Liu; Canqian Yang; Hongkai Xiong (ICIP, 2023)

Hierarchical multiple proxy loss for deep metric learning. - Mingda Wang; Canqian Yang; Yi Xu 001 (Digit. Signal Process., 2023)

Vivid-VR: Distilling Concepts from Text-to-Video Diffusion Transformer for Photorealistic Video Restoration. - Haoran Bai; Xiaoxu Chen; Canqian Yang; Zongyao He; Sibin Deng; Ying Chen (CoRR, 2025)