| 2025 | AAAI | DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning. | Chengtai Li, Yee Yang Tan, Yuting He, Jianfeng Ren, Ruibin Bai, Yitian Zhao, Heng Yu, Xudong Jiang |
| 2025 | CVPR | Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? | Jianyang Xie, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Yalin Zheng |
| 2025 | ICASSP | DBCR: Exploiting Both Intra-cluster and Extra-cluster Relations for Compositional Reasoning. | Chengtai Li, Guosheng Su, Jianfeng Ren, Ruibin Bai, Yitian Zhao, Xudong Jiang |
| 2025 | MICCAI | A Frequency-Aware Self-supervised Learning for Ultra-Wide-Field Image Enhancement. | Weicheng Liao, Zan Chen, Jianyang Xie, Yalin Zheng, Yuhui Ma, Yitian Zhao |
| 2025 | MICCAI | MorphoBoost: Morphology-Driven Boundary Enhancement Model for Accurate Segmentation of Langerhans Cells in Corneal Confocal Microscopy Images. | Hongshuo Li, Ankai Dong, Tiande Zhang, Shijia Zhou, Yalin Zheng, Lei Mou, Yitian Zhao |
| 2025 | MICCAI | Fairness-Aware vCDR-Controlled Generation for Glaucoma Diagnosis. | Ziheng Wang, Shuran Yang, Wen Chen, Zhen Zhang, Mengyu Wang, Feixiang Zhou, Yu Tian, Meng Wang, Yitian Zhao, Yalin Zheng, Yanda Meng |
| 2025 | MICCAI | Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport. | Qinkai Yu, Jianyang Xie, Yitian Zhao, Cheng Chen, Lijun Zhang, Liming Chen, Jun Cheng, Lu Liu, Yalin Zheng, Yanda Meng |
| 2025 | MICCAI | Parameterized Diffusion Optimization Enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading. | Qinkai Yu, Wei Zhou, Hantao Liu, Yanyu Xu, Meng Wang, Yitian Zhao, Huazhu Fu, Xujiong Ye, Yalin Zheng, Yanda Meng |
| 2025 | MICCAI | GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation. | Feixiang Zhou, Zhuangzhi Gao, He Zhao, Jianyang Xie, Yanda Meng, Yitian Zhao, Gregory Yoke Hong Lip, Yalin Zheng |
| 2024 | AAAI | Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery. | Jialu Zhang, Xiaoying Yang, Wentao He, Jianfeng Ren, Qian Zhang, Yitian Zhao, Ruibin Bai, Xiangjian He, Jiang Liu |
| 2024 | AAAI | Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition. | Jianyang Xie, Yanda Meng, Yitian Zhao, Anh Nguyen, Xiaoyun Yang, Yalin Zheng |
| 2024 | IJCAI | Regression Residual Reasoning with Pseudo-labeled Contrastive Learning for Uncovering Multiple Complex Compositional Relations. | Chengtai Li, Yuting He, Jianfeng Ren, Ruibin Bai, Yitian Zhao, Heng Yu, Xudong Jiang |
| 2024 | MICCAI | Open-Set Semi-supervised Medical Image Classification with Learnable Prototypes and Outlier Filter. | Along He, Tao Li, Yitian Zhao, Junyong Zhao, Huazhu Fu |
| 2024 | MICCAI | MPMNet: Modal Prior Mutual-Support Network for Age-Related Macular Degeneration Classification. | Yuanyuan Li, Huaying Hao, Dan Zhang, Huazhu Fu, Mengting Liu, Caifeng Shan, Yitian Zhao, Jiong Zhang |
| 2024 | MICCAI | A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement. | Xingguo Wang, Yuhui Ma, Xinyu Guo, Yalin Zheng, Jiong Zhang, Yonghuai Liu, Yitian Zhao |
| 2024 | MICCAI | Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation. | Jianyang Xie, Xiuju Chen, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Xiaoxin Li, Yalin Zheng |
| 2024 | MICCAI | DSNet: A Spatio-Temporal Consistency Network for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences. | Qihang Xie, Dan Zhang, Lei Mou, Shan-Shan Wang, Yitian Zhao, Mengguo Guo, Jiong Zhang |
| 2024 | MICCAI | CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting. | Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng |
| 2023 | CGI | SPC-Net: Structure-Aware Pixel-Level Contrastive Learning Network for OCTA A/V Segmentation and Differentiation. | Hanlin Liu, Huaying Hao, Yuhui Ma, Lijun Guo, Jiong Zhang, Yitian Zhao |
| 2023 | MICCAI | RBGNet: Reliable Boundary-Guided Segmentation of Choroidal Neovascularization. | Tao Chen, Yitian Zhao, Lei Mou, Dan Zhang, Xiayu Xu, Mengting Liu, Huazhu Fu, Jiong Zhang |
| 2023 | MICCAI | Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images. | Xuefei Li, Huaying Hao, Huazhu Fu, Dan Zhang, Da Chen, Yuchuan Qiao, Jiang Liu, Yitian Zhao, Jiong Zhang |
| 2023 | MICCAI | Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. | Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao |
| 2022 | CGI | Topology-Aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification. | Hanlin Liu, Jianyang Xie, Yonghuai Liu, Huaying Hao, Lijun Guo, Jiong Zhang, Yitian Zhao |
| 2022 | CVPR | DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification. | Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng |
| 2022 | ICASSP | Spatial-Context-Aware Deep Neural Network for Multi-Class Image Classification. | Jialu Zhang, Qian Zhang, Jianfeng Ren, Yitian Zhao, Jiang Liu |
| 2022 | MICCAI | Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography. | Yanmiao Bai, Jinkui Hao, Huazhu Fu, Yan Hu, Xinting Ge, Jiang Liu, Yitian Zhao, Jiong Zhang |
| 2022 | MICCAI | NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation. | Jiayu Chen, Lei Mou, Shaodong Ma, Huazhu Fu, Lijun Guo, Yalin Zheng, Jiong Zhang, Yitian Zhao |
| 2022 | MICCAI | Structure-Consistent Restoration Network for Cataract Fundus Image Enhancement. | Heng Li, Haofeng Liu, Huazhu Fu, Hai Shu, Yitian Zhao, Xiaoling Luo, Yan Hu, Jiang Liu |
| 2022 | MICCAI | Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency. | Yanda Meng, Xu Chen, Hongrun Zhang, Yitian Zhao, Dongxu Gao, Barbra Hamill, Godhuli Patri, Tunde Peto, Savita Madhusudhan, Yalin Zheng |
| 2022 | MICCAI | Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity. | Xingyue Wang, Heng Li, Zunjie Xiao, Huazhu Fu, Yitian Zhao, Richu Jin, Shuting Zhang, William Robert Kwapong, Ziyi Zhang, Hanpei Miao, Jiang Liu |
| 2021 | BMVC | BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation. | Yanda Meng, Hongrun Zhang, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng |
| 2021 | CVPR | Mesh Saliency: An Independent Perceptual Measure or a Derivative of Image Saliency? | Ran Song, Wei Zhang, Yitian Zhao, Yonghuai Liu, Paul L. Rosin |
| 2021 | ICCV | Spatial Uncertainty-Aware Semi-Supervised Crowd Counting. | Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng |
| 2021 | MICCAI | Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration. | Xu Chen, Yanda Meng, Yitian Zhao, Rachel Williams, Srinivasa R. Vallabhaneni, Yalin Zheng |
| 2021 | MICCAI | TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography. | Kaizhong Deng, Yanda Meng, Dongxu Gao, Joshua Bridge, Yaochun Shen, Gregory Yoke Hong Lip, Yitian Zhao, Yalin Zheng |
| 2021 | MICCAI | Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography. | Shuai Yu, Yonghuai Liu, Jiong Zhang, Jianyang Xie, Yalin Zheng, Jiang Liu, Yitian Zhao |
| 2021 | MICCAI | Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation. | Jingyu Zhao, Jiong Zhang, Bin Deng, Yalin Zheng, Jiang Liu, Ran Song, Yitian Zhao |
| 2020 | ECCV | Regression of Instance Boundary by Aggregated CNN and GCN. | Yanda Meng, Wei Meng, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng |
| 2020 | ECCV | Unsupervised Multi-view CNN for Salient View Selection of 3D Objects and Scenes. | Ran Song, Wei Zhang, Yitian Zhao, Yonghuai Liu |
| 2020 | MICCAI | Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning. | Yuanyuan Gu, Yan Hu, Lei Mou, Huaying Hao, Yitian Zhao, Ce Zheng, Jiang Liu |
| 2020 | MICCAI | Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT. | Jinkui Hao, Huazhu Fu, Yanwu Xu, Yan Hu, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao |
| 2020 | MICCAI | Open-Appositional-Synechial Anterior Chamber Angle Classification in AS-OCT Sequences. | Huaying Hao, Huazhu Fu, Yanwu Xu, Jianlong Yang, Fei Li, Xiulan Zhang, Jiang Liu, Yitian Zhao |
| 2020 | MICCAI | Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement. | Yuhui Ma, Yonghuai Liu, Jun Cheng, Yalin Zheng, Morteza Ghahremani, Honghan Chen, Jiang Liu, Yitian Zhao |
| 2020 | MICCAI | CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation. | Yanda Meng, Meng Wei, Dongxu Gao, Yitian Zhao, Xiaoyun Yang, Xiaowei Huang, Yalin Zheng |
| 2020 | MICCAI | Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images. | Jianyang Xie, Yonghuai Liu, Yalin Zheng, Pan Su, Yan Hu, Jian Yang, Jiang Liu, Yitian Zhao |
| 2020 | MICCAI | Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network. | Hao Zhang, Likun Xia, Ran Song, Jianlong Yang, Huaying Hao, Jiang Liu, Yitian Zhao |
| 2019 | CVPR | Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering. | Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Yalin Zheng, Jiang Liu |
| 2019 | MICCAI | Dictionary Learning Informed Deep Neural Network with Application to OCT Images. | Joshua Bridge, Simon P. Harding, Yitian Zhao, Yalin Zheng |
| 2019 | MICCAI | CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation. | Lei Mou, Yitian Zhao, Li Chen, Jun Cheng, Zaiwang Gu, Huaying Hao, Hong Qi, Yalin Zheng, Alejandro F. Frangi, Jiang Liu |
| 2019 | MICCAI | 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, Jun Cheng |
| 2019 | MICCAI | Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity. | Pan Su, Yitian Zhao, Tianhua Chen, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu |
| 2019 | MICCAI | Network Pruning for OCT Image Classification. | Bing Yang, Yi Zhang, Jun Cheng, Jin Zhang, Lei Mou, Huaying Hao, Yitian Zhao, Jiang Liu |
| 2019 | MICCAI | SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. | Tianyang Zhang, Huazhu Fu, Yitian Zhao, Jun Cheng, Mengjie Guo, Zaiwang Gu, Bing Yang, Yuting Xiao, Shenghua Gao, Jiang Liu |
| 2018 | ICMLC | Dominant-Set-Based Consensus For Fuzzy C-Means Clustering Ensemble. | Pan Su, Tianhua Chen, Weifeng Xu, Xuqiang Shao, Hongtao Wang, Yitian Zhao |
| 2018 | MICCAI | Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation. | Yitian Zhao, Jianyang Xie, Pan Su, Yalin Zheng, Yonghuai Liu, Jun Cheng, Jiang Liu |
| 2018 | MICCAI | Uniqueness-Driven Saliency Analysis for Automated Lesion Detection with Applications to Retinal Diseases. | Yitian Zhao, Yalin Zheng, Yifan Zhao, Yonghuai Liu, Zhili Chen, Peng Liu, Jiang Liu |
| 2017 | MICCAI | Fast Blur Detection and Parametric Deconvolution of Retinal Fundus Images. | Bryan M. Williams, Baidaa Al-Bander, Harry Pratt, Samuel Lawman, Yitian Zhao, Yalin Zheng, Yaochun Shen |
| 2013 | CAIP | Using Region-Based Saliency for 3D Interest Points Detection. | Yitian Zhao, Yonghuai Liu, Ziming Zeng |
| 2013 | ICIAP | 3D Interest Points Detection Using Symmetric Surround-Based Surface Saliency. | Yitian Zhao, Yonghuai Liu |
| 2012 | ICASSP | A saliency detection based method for 3D surface simplification. | Yitian Zhao, Yonghuai Liu, Ran Song, Min Zhang |
| 2012 | ICIP | Conditional random field-based mesh saliency. | Ran Song, Yonghuai Liu, Yitian Zhao, Ralph R. Martin, Paul L. Rosin |
| 2012 | ICIP | Extended non-local means filter for surface saliency detection. | Yitian Zhao, Yonghuai Liu, Ran Song, Min Zhang |
| 2012 | ICPR | Patch based saliency detection method for 3D surface simplification. | Yitian Zhao, Yonghuai Liu |
| 2011 | ICASSP | MRF-based automatic image ordering and its application to mosaicing. | Ran Song, Yonghuai Liu, Yitian Zhao, Ralph R. Martin, Paul L. Rosin |