Jianyang Xie

35 papers A* 3B 1C 1Journal 16Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
NeiRNet: Neighborhood regularized network for retinal artery and vein classification in ultra-wide-field imaging.
Biomed. Signal Process. Control.
Lei Mou, Yuanyuan Gu, Yonghuai Liu, Jianyang Xie, Yalin Zheng, Yitian Zhao
2025 J jnl
3D microvascular reconstruction in retinal OCT angiography images via domain-adaptive learning.
Pattern Recognit.
Jiong Zhang, Shuai Yu, Yonghuai Liu, Dan Zhang, Jianyang Xie, Tao Chen, Yalin Zheng, Huazhu Fu, Yitian Zhao
2025 J jnl
A Frequency-Aware Self-Supervised Learning for Ultra-Wide-Field Image Enhancement.
CoRR
Weicheng Liao, Zan Chen, Jianyang Xie, Yalin Zheng, Yuhui Ma, Yitian Zhao
2025 — conf
A Frequency-Aware Self-supervised Learning for Ultra-Wide-Field Image Enhancement.
MICCAI (13)
Weicheng Liao, Zan Chen, Jianyang Xie, Yalin Zheng, Yuhui Ma, Yitian Zhao
2025 A* conf
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized?
CVPR
Jianyang Xie, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Yalin Zheng
2025 J jnl
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized?
CoRR
Jianyang Xie, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Yalin Zheng
2025 — conf
GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation.
MICCAI (16)
Feixiang Zhou, Zhuangzhi Gao, He Zhao, Jianyang Xie, Yanda Meng, Yitian Zhao, Gregory Yoke Hong Lip, Yalin Zheng
2025 J jnl
GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation.
CoRR
Feixiang Zhou, Zhuangzhi Gao, He Zhao, Jianyang Xie, Yanda Meng, Yitian Zhao, Gregory Yoke Hong Lip, Yalin Zheng
2025 — conf
Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport.
MICCAI (15)
Qinkai Yu, Jianyang Xie, Yitian Zhao, Cheng Chen, Lijun Zhang, Liming Chen, Jun Cheng, Lu Liu, Yalin Zheng, Yanda Meng
2025 J jnl
Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport.
CoRR
Qinkai Yu, Jianyang Xie, Yitian Zhao, Cheng Chen, Lijun Zhang, Liming Chen, Jun Cheng, Lu Liu, Yalin Zheng, Yanda Meng
2025 — conf
tHPM-LDM: Integrating Individual Historical Record with Population Memory in Latent Diffusion-Based Glaucoma Forecasting.
MICCAI (1)
Yuheng Fan, Jianyang Xie, Yimin Luo, Yanda Meng, Savita Madhusudhan, Gregory Yoke Hong Lip, Li Cheng, Yalin Zheng, He Zhao
2024 — conf
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting.
MICCAI (1)
Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng
2024 J jnl
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting.
CoRR
Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng
2024 J jnl
CathAction: A Benchmark for Endovascular Intervention Understanding.
CoRR
Baoru Huang, Tuan Van Vo, Chayun Kongtongvattana, Giulio Dagnino, Dennis Kundrat, Wenqiang Chi, Mohamed E. M. K. Abdelaziz, Trevor M. Y. Kwok, Tudor Jianu, Tuong Do, Hieu Le, Minh Nguyen, Hoan Nguyen, Erman Tjiputra, Quang Tran, Jianyang Xie, Yanda Meng, Binod Bhattarai, Zhaorui Tan, Hongbin Liu, Hong Seng Gan, Wei Wang, Xi Yang, Qiufeng Wang, Jionglong Su, Kaizhu Huang, Angelos Stefanidis, Min Guo, Bo Du, Rong Tao, Minh Vu, Guoyan Zheng, Yalin Zheng, Francisco Vasconcelos, Danail Stoyanov, Daniel S. Elson, Ferdinando Rodriguez y Baena, Anh Nguyen
2024 A* conf
Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition.
AAAI
Jianyang Xie, Yanda Meng, Yitian Zhao, Anh Nguyen, Xiaoyun Yang, Yalin Zheng
2024 J jnl
Dynamic Semantic-Based Spatial-Temporal Graph Convolution Network for Skeleton-Based Human Action Recognition.
IEEE Trans. Image Process.
Jianyang Xie, Yanda Meng, Yitian Zhao, Anh Nguyen, Xiaoyun Yang, Yalin Zheng
2024 — conf
Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation.
MICCAI (1)
Jianyang Xie, Xiuju Chen, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Xiaoxin Li, Yalin Zheng
2024 J jnl
Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment.
Medical Image Anal.
Yanda Meng, Yuchen Zhang, Jianyang Xie, Jinming Duan, Martha Joddrell, Savita Madhusudhan, Tunde Peto, Yitian Zhao, Yalin Zheng
2023 — conf
Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning.
PRCV (13)
Yanda Meng, Yuchen Zhang, Jianyang Xie, Jinming Duan, Yitian Zhao, Yalin Zheng
2022 C conf
Topology-Aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification.
CGI
Hanlin Liu, Jianyang Xie, Yonghuai Liu, Huaying Hao, Lijun Guo, Jiong Zhang, Yitian Zhao
2021 — conf
3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation.
ISBI
Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao
2021 J jnl
3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation.
CoRR
Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao
2021 — conf
Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography.
MICCAI (8)
Shuai Yu, Yonghuai Liu, Jiong Zhang, Jianyang Xie, Yalin Zheng, Jiang Liu, Yitian Zhao
2021 J jnl
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
IEEE Trans. Medical Imaging
Yuhui Ma, Huaying Hao, Jianyang Xie, Huazhu Fu, Jiong Zhang, Jianlong Yang, Zhen Wang, Jiang Liu, Yalin Zheng, Yitian Zhao
2020 J jnl
A Density and Reliability Guided Aggregation for the Assessment of Vessels and Nerve Fibres Tortuosity.
IEEE Access
Pan Su, Tianhua Chen, Jianyang Xie, Baikai Ma, Hong Qi, Jiang Liu, Yitian Zhao
2020 J jnl
Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy.
IEEE Trans. Medical Imaging
Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu
2020 — conf
Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Images.
MICCAI (6)
Jianyang Xie, Yonghuai Liu, Yalin Zheng, Pan Su, Yan Hu, Jian Yang, Jiang Liu, Yitian Zhao
2020 J jnl
Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy".
IEEE Trans. Medical Imaging
Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu
2020 J jnl
Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering.
IEEE Trans. Medical Imaging
Yitian Zhao, Yonghuai Liu, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu
2019 — conf
Automated Corneal Nerve Segmentation Using Weighted Local Phase Tensor.
MIUA
Kun Zhao, Hui Zhang, Yitian Zhao, Jianyang Xie, Yalin Zheng, David Borroni, Hong Qi, Jiang Liu
2019 — conf
Exploiting Reliability-Guided Aggregation for the Assessment of Curvilinear Structure Tortuosity.
MICCAI (4)
Pan Su, Yitian Zhao, Tianhua Chen, Jianyang Xie, Yifan Zhao, Hong Qi, Yalin Zheng, Jiang Liu
2019 B conf
On the Application of Preaggregation Functions to Fuzzy Pattern Tree.
FUZZ-IEEE
Pan Su, Tianhua Chen, Haoyu Mao, Jianyang Xie, Yitian Zhao, Jiang Liu
2019 A* conf
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering.
CVPR
Jianyang Xie, Yitian Zhao, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Yalin Zheng, Jiang Liu
2018 — conf
Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation.
MICCAI (2)
Yitian Zhao, Jianyang Xie, Pan Su, Yalin Zheng, Yonghuai Liu, Jun Cheng, Jiang Liu
2018 — conf
Retinal vascular topology estimation via dominant sets clustering.
ISBI
Jianyang Xie, Yitian Zhao, Yalin Zheng, Pan Su, Jiang Liu, Yongtian Wang