Liyan Sun

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 41

Top Topics

Total Variation Regularization

Compressed Sensing

Medical Image Segmentation

Top Venues

Wirel. Pers. Commun.

Publications

Changxing Jing, Yan Huang, Yihong Zhuang, Liyan Sun, Zhenlong Xiao, Yue Huang, Xinghao Ding
Exploring personalization via federated representation Learning on non-IID data. Neural Networks 163 (2023)
Nianfeng Li, Xiangfeng Shen, Liyan Sun, Zhiguo Xiao, Tianjiao Ding, Tiansheng Li, Xinhang Li
Chinese Face Dataset for Face Recognition in an Uncontrolled Classroom Environment. IEEE Access 11 (2023)
Wu Wang, Xueyang Fu, Weihong Zeng, Liyan Sun, Ronghui Zhan, Yue Huang, Xinghao Ding
Enhanced Deep Blind Hyperspectral Image Fusion. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Lina Li, Minghan Liu, Liyan Sun, Yupeng Li, Nianfeng Li
ET-YOLOv5s: Toward Deep Identification of Students' in-Class Behaviors. IEEE Access 10 (2022)
Haote Xu, Yunlong Zhang, Liyan Sun, Chenxin Li, Yue Huang, Xinghao Ding
AFSC: Adaptive Fourier Space Compression for Anomaly Detection. CoRR (2022)
Changxing Jing, Yan Huang, Yihong Zhuang, Liyan Sun, Yue Huang, Zhenlong Xiao, Xinghao Ding
A Closer Look at Personalization in Federated Image Classification. CoRR (2022)
Yunlong Zhang, Xin Lin, Yihong Zhuang, Liyan Sun, Yue Huang, Xinghao Ding, Guisheng Wang, Lin Yang, Yizhou Yu
Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis. CoRR (2022)
Liyan Sun, Chenxin Li, Xinghao Ding, Yue Huang, Zhong Chen, Guisheng Wang, Yizhou Yu, John W. Paisley
Few-shot medical image segmentation using a global correlation network with discriminative embedding. Comput. Biol. Medicine 140 (2022)
Liyan Sun, Haidong Shi, Mingxing Bai
Intelligent oil well identification modelling based on deep learning and neural network. Enterp. Inf. Syst. 16 (2) (2022)
Yunlong Zhang, Xin Lin, Yihong Zhuang, Liyan Sun, Yue Huang, Xinghao Ding, Guisheng Wang, Lin Yang, Yizhou Yu
Harmonizing Pathological and Normal Pixels for Pseudo-Healthy Synthesis. IEEE Trans. Medical Imaging 41 (9) (2022)
Chenxin Li, Wenao Ma, Liyan Sun, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu
Hierarchical deep network with uncertainty-aware semi-supervised learning for vessel segmentation. Neural Comput. Appl. 34 (4) (2022)
Liyan Sun, Jianxiong Wu, Xinghao Ding, Yue Huang, Zhong Chen, Guisheng Wang, Yizhou Yu
A teacher-student framework for liver and tumor segmentation under mixed supervision from abdominal CT scans. Neural Comput. Appl. 34 (19) (2022)
Zhenqi Fu, Huangxing Lin, Yan Yang, Shu Chai, Liyan Sun, Yue Huang, Xinghao Ding
Unsupervised Underwater Image Restoration: From a Homology Perspective. AAAI (2022)
Yunlong Zhang, Chenxin Li, Xin Lin, Liyan Sun, Yihong Zhuang, Yue Huang, Xinghao Ding, Xiaoqing Liu, Yizhou Yu
Generator Versus Segmentor: Pseudo-healthy Synthesis. MICCAI (6) (2021)
Liyan Sun, Hongyu Huang, Xinghao Ding, Yue Huang, Xiaoqing Liu, Yizhou Yu
Fast Magnetic Resonance Imaging on Regions of Interest: From Sensing to Reconstruction. MICCAI (6) (2021)
Chenxin Li, Wenao Ma, Liyan Sun, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu
Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation. CoRR (2021)
Liyan Sun, Li Yang, Junqi Zhu
Prediction of Future State Based on Up-To-Date Information of Green Development Using Algorithm of Deep Neural Network. Complex. 2021 (2021)
Liyan Sun, Wenao Ma, Xinghao Ding, Yue Huang, Dong Liang, John W. Paisley
A 3D Spatially Weighted Network for Segmentation of Brain Tissue From MRI. IEEE Trans. Medical Imaging 39 (4) (2020)
Jiazhi Song, Yanchun Liang, Guixia Liu, Rongquan Wang, Liyan Sun, Ping Zhang
A Novel Prediction Method for ATP-Binding Sites From Protein Primary Sequences Based on Fusion of Deep Convolutional Neural Network and Ensemble Learning. IEEE Access 8 (2020)
Yunlong Zhang, Xin Lin, Liyan Sun, Yihong Zhuang, Yue Huang, Xinghao Ding, Xiaoqing Liu, Yizhou Yu
Generator Versus Segmentor: Pseudo-healthy Synthesis. CoRR (2020)
Liyan Sun, Yawen Wu, Binglin Shu, Xinghao Ding, Congbo Cai, Yue Huang, John W. Paisley
A dual-domain deep lattice network for rapid MRI reconstruction. Neurocomputing 397 (2020)
Jian-Zhou, Liyan Sun, Duan Kaiyu, Yue Wu
Research on Self-Adaptive Group Key Management in Deep Space Networks. Wirel. Pers. Commun. 114 (4) (2020)
Liyan Sun, Guixia Liu, Rongquan Wang
SHEIB-AGM: A Novel Stochastic Approach for Detecting High-Order Epistatic Interactions Using Bioinformation With Automatic Gene Matrix in Genome-Wide Association Studies. IEEE Access 8 (2020)
Liyan Sun, Chenxin Li, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu
Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding. CoRR (2020)
Liyan Sun, Jiexiang Wang, Yue Huang, Xinghao Ding, Hayit Greenspan, John W. Paisley
An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection. IEEE J. Biomed. Health Informatics 24 (8) (2020)
Liyan Sun, Jianxiong Wu, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu
A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision. CoRR (2020)
Liyan Sun, Zhiwen Fan, Xueyang Fu, Yue Huang, Xinghao Ding, John William Paisley
A Deep Information Sharing Network for Multi-Contrast Compressed Sensing MRI Reconstruction. IEEE Trans. Image Process. 28 (12) (2019)
Liyan Sun, Zhiwen Fan, Xinghao Ding, Yue Huang, John W. Paisley
Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network. IPMI (2019)
Jian Zhou, Liyan Sun, Junde Song
Efficient Group Key Management for Non-reliable Link Networks. Wirel. Pers. Commun. 98 (2) (2018)
Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John W. Paisley
Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network. CoRR (2018)
Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John W. Paisley
A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction. CoRR (2018)
Zhiwen Fan, Liyan Sun, Xinghao Ding, Yue Huang, Congbo Cai, John W. Paisley
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI. CoRR (2018)
Liyan Sun, Jiexiang Wang, Xinghao Ding, Yue Huang, John W. Paisley
An Adversarial Learning Approach to Medical Image Synthesis for Lesion Removal. CoRR (2018)
Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John W. Paisley
A Deep Error Correction Network for Compressed Sensing MRI. CoRR (2018)
Zhiwen Fan, Liyan Sun, Xinghao Ding, Yue Huang, Congbo Cai, John W. Paisley
A Segmentation-Aware Deep Fusion Network for Compressed Sensing MRI. ECCV (6) (2018)
Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John W. Paisley
Compressed Sensing MRI Using a Recursive Dilated Network. AAAI (2018)
Huafeng Wu, Yawen Wu, Liyan Sun, Congbo Cai, Yue Huang, Xinghao Ding
A Deep Ensemble Network for Compressed Sensing MRI. ICONIP (1) (2018)
Rongquan Wang, Guixia Liu, Caixia Wang, Lingtao Su, Liyan Sun
Predicting overlapping protein complexes based on core-attachment and a local modularity structure. BMC Bioinform. 19 (1) (2018)
Liyan Sun, Zhiwen Fan, Xinghao Ding, Congbo Cai, Yue Huang, John W. Paisley
A Divide-and-Conquer Approach to Compressed Sensing MRI. CoRR (2018)
Liyan Sun, Yue Huang, Congbo Cai, Xinghao Ding
Compressed sensing MRI using total variation regularization with K-space decomposition. ICIP (2017)
Jian Zhou, Liyan Sun, Meina Song, Junde Song
Anonymous Limited-Use-Proof Entity Authentication Protocol. Wirel. Pers. Commun. 96 (1) (2017)
Liyan Sun, Jinchu Chen, Delu Zeng, Xinghao Ding
A novel nonlocal MRI reconstruction algorithm with patch-based low rank regularization. GlobalSIP (2015)
Jian Zhou, Liyan Sun
独立群密钥更新模型研究 (Research on Independence Rekey Model for Group Key Management). 计算机科学 42 (8) (2015)
Liyan Sun, Jinchu Chen, Xiao-Ping (Steven) Zhang, Xinghao Ding
Patch-based nonlocal dynamic MRI reconstruction with low-rank prior. MMSP (2015)
Jian Zhou, Liyan Sun, Xianwei Zhou, Junde Song
High Performance Group Merging/Splitting Scheme for Group Key Management. Wirel. Pers. Commun. 75 (2) (2014)
Jian Zhou, Meina Song, Junde Song, Xian-Wei Zhou, Liyan Sun
Autonomic Group Key Management in Deep Space DTN. Wirel. Pers. Commun. 77 (1) (2014)