Defu Yang

According to our database, Defu Yang authored at least 33 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Joint Semantic Adaptation Network for Multi-source Unsupervised Domain Adaptation.

Zhiming Cheng, Shuai Wang, Defu Yang, Jie Qi, Mang Xiao, Chenggang Yan

Pattern Recognit., 2024

A review of intelligent ship marine object detection based on RGB camera.

Defu Yang, Mahmud Iwan Solihin, Yawen Zhao, Benchun Yao, Chaoran Chen, Bingyu Cai, Affiani Machmudah

IET Image Process., 2024

Learning Functional Dynamics from a Multilayer Brain Network.

Defu Yang, Jiaqi Zhao, Minghan Chen, Yitian Xue, Jingwen Zhou, Shuai Wang, Guorong Wu, Wentao Zhu

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Estimating Outlier-Immunized Common Harmonic Waves for Brain Network Analyses on the Stiefel Manifold.

Hongmin Cai, Huan Liu, Defu Yang, Guorong Wu, Bin Hu, Jiazhou Chen

IEEE J. Biomed. Health Informatics, May, 2023

Dynamic Cross-Task Representation Adaptation for Clinical Targets Co-Segmentation in CT Image-Guided Post-Prostatectomy Radiotherapy.

Fan Wang, Xuanang Xu, Defu Yang, Ronald C. Chen, Trevor J. Royce, Andrew Z. Wang, Jun Lian, Chunfeng Lian

IEEE Trans. Medical Imaging, April, 2023

scENT for Revealing Gene Clusters From Single-Cell RNA-Seq Data.

Fan Rao, Minghan Chen, Defu Yang, Bess Morrell, Qianqian Song, Wentao Zhu

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Learning pyramidal multi-scale harmonic wavelets for identifying the neuropathology propagation patterns of Alzheimer's disease.

Huan Liu, Hongmin Cai, Defu Yang, Wentao Zhu, Guorong Wu, Jiazhou Chen

Medical Image Anal., 2023

Spatiotemporal Hub Identification in Brain Network by Learning Dynamic Graph Embedding on Grassmannian Manifold.

Defu Yang, Hui Shen, Minghan Chen, Yitian Xue, Shuai Wang, Guorong Wu, Wentao Zhu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Discovering Brain Network Dysfunction in Alzheimer's Disease Using Brain Hypergraph Neural Network.

Hongmin Cai, Zhixuan Zhou, Defu Yang, Guorong Wu, Jiazhou Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

HoloBrain: A Harmonic Holography for Self-organized Brain Function.

Huan Liu, Tingting Dan, Zhuobin Huang, Defu Yang, Won Hwa Kim, Minjeong Kim, Paul J. Laurienti, Guorong Wu

Proceedings of the Information Processing in Medical Imaging, 2023

2022

A Graph Convolutional Multiple Instance Learning on a Hypersphere Manifold Approach for Diagnosing Chronic Obstructive Pulmonary Disease in CT Images.

Ling Chen, Qixing Feng, Xi Yin, Xiangde Min, Lei Shi, Defu Yang, Yen-Wei Chen, Daoqiang Zhang, Wentao Zhu

IEEE J. Biomed. Health Informatics, 2022

Group-Wise Hub Identification by Learning Common Graph Embeddings on Grassmannian Manifold.

Defu Yang, Jiazhou Chen, Chenggang Yan, Minjeong Kim, Paul J. Laurienti, Martin Styner, Guorong Wu

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Characterizing the propagation pathway of neuropathological events of Alzheimer's disease using harmonic wavelet analysis.

Jiazhou Chen, Hongmin Cai, Defu Yang, Martin Styner, Guorong Wu, Alzheimer's Disease Neuroimaging Initiative

Medical Image Anal., 2022

Pathology Steered Stratification Network for Subtype Identification in Alzheimer's Disease.

Enze Xu, Jingwen Zhang, Jiadi Li, Defu Yang, Guorong Wu, Minghan Chen

CoRR, 2022

Dual-Stream Subspace Clustering Network for revealing gene targets in Alzheimer's disease.

Minghan Chen, Shishen Jia, Mengfan Xue, Hailiang Huang, Ziang Xu, Defu Yang, Wentao Zhu, Qianqian Song

Comput. Biol. Medicine, 2022

A Neuropathological Hub Identification for Alzheimer's Disease Via joint Analysis of Topological Structure and Neuropathological Burden.

Defu Yang, Wenchao Li, Jingwen Zhang, Hui Shen, Minghan Chen, Wentao Zhu, Guorong Wu

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses.

Jiazhou Chen, Guoqiang Han, Hongmin Cai, Defu Yang, Paul J. Laurienti, Martin Styner, Guorong Wu

IEEE Trans. Medical Imaging, 2021

Constructing Connectome Atlas by Graph Laplacian Learning.

Minjeong Kim, Chenggang Yan, Defu Yang, Peipeng Liang, Daniel I. Kaufer, Guorong Wu

Neuroinformatics, 2021

Learning dynamic graph embeddings for accurate detection of cognitive state changes in functional brain networks.

Yi Lin, Defu Yang, Jia Hou, Chengang Yan, Minjeong Kim, Paul J. Laurienti, Guorong Wu

NeuroImage, 2021

Joint hub identification for brain networks by multivariate graph inference.

Defu Yang, Xiaofeng Zhu, Chenggang Yan, Zi-Wen Peng, Maria Bagonis, Paul J. Laurienti, Martin Styner, Guorong Wu

Medical Image Anal., 2021

Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data.

Md Asadullah Turja, Guorong Wu, Defu Yang, Martin Andreas Styner

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Analyzing The Spatiotemporal Interaction And Propagation Of Atn Biomarkers In Alzheimer's Disease Using Longitudinal Neuroimaging Data.

Qing Liu, Defu Yang, Jingwen Zhang, Ziming Wei, Guorong Wu, Minghan Chen

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Discovering Unprecedented Heuristics For Hub Identification By Joint Graph Embedding And Reinforcement Learning.

Minjeong Kim, Defu Yang, Guorong Wu

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Discovering Spreading Pathways of Neuropathological Events in Alzheimer's Disease Using Harmonic Wavelets.

Jiazhou Chen, Defu Yang, Hongmin Cai, Martin Styner, Guorong Wu

Proceedings of the Information Processing in Medical Imaging, 2021

2020

Accelerated Stimulated Raman Projection Tomography by Sparse Reconstruction From Sparse-View Data.

Xueli Chen, Shouping Zhu, Huiyuan Wang, Cuiping Bao, Defu Yang, Chi Zhang, Peng Li, Jiaxin Cheng, Yonghua Zhan, Jimin Liang, Jie Tian

IEEE Trans. Biomed. Eng., 2020

Attention-Guided Deep Graph Neural Network for Longitudinal Alzheimer's Disease Analysis.

Junbo Ma, Xiaofeng Zhu, Defu Yang, Jiazhou Chen, Guorong Wu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Characterizing the Propagation Pattern of Neurodegeneration in Alzheimer's Disease by Longitudinal Network Analysis.

Yueting Wang, Defu Yang, Quefeng Li, Daniel Kaufer, Martin Styner, Guorong Wu

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

A Novel Spatio-Temporal Hub Identification Method for Dynamic Functional Networks.

Anqi Chen, Defu Yang, Chenggang Yan, Zi-Wen Peng, Minjeong Kim, Paul J. Laurienti, Guorong Wu

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

A Network-Guided Reaction-Diffusion Model of AT[N] Biomarkers in Alzheimer's Disease.

Jingwen Zhang, Defu Yang, Wei He, Guorong Wu, Minghan Chen

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019

Joint Identification of Network Hub Nodes by Multivariate Graph Inference.

Defu Yang, Chenggang Yan, Feiping Nie, Xiaofeng Zhu, Md Asadullah Turja, Leo Charles Peek Zsembik, Martin Styner, Guorong Wu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Filtered maximum likelihood expectation maximization based global reconstruction for bioluminescence tomography.

Defu Yang, Lin Wang, Dongmei Chen, Chenggang Yan, Xiaowei He, Jimin Liang, Xueli Chen

Medical Biol. Eng. Comput., 2018

2016

Adaptively Alternative Light-Transport-Model-Based Three-Dimensional Optical Imaging for Longitudinal and Quantitative Monitoring of Gastric Cancer in Live Animal.

Xueli Chen, Defu Yang, Fangfang Sun, Xu Cao, Jimin Liang

IEEE Trans. Biomed. Eng., 2016

2015

Performance investigation of SP3 and diffusion approximation for three-dimensional whole-body optical imaging of small animals.

Defu Yang, Xueli Chen, Xu Cao, Jing Wang, Jimin Liang, Jie Tian

Medical Biol. Eng. Comput., 2015