| 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 | MICCAI | tHPM-LDM: Integrating Individual Historical Record with Population Memory in Latent Diffusion-Based Glaucoma Forecasting. | Yuheng Fan, Jianyang Xie, Yimin Luo, Yanda Meng, Savita Madhusudhan, Gregory Yoke Hong Lip, Li Cheng, Yalin Zheng, He Zhao |
| 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 | 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 | 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 | 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 | 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 | 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 |
| 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 |
| 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 |
| 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 |
| 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 | 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 |
| 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 |