Defu Yang

50 papers C 1Journal 34Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hierarchical teacher-student learning framework with adaptive cross-modal fusion for brain tumor segmentation.
Expert Syst. Appl.
Tongxue Zhou, Su Ruan, Jinming Duan, Haigen Hu, Yanda Meng, Ling Huang, Defu Yang, Bingbing Jiang, Tingjin Luo, Zhiwei Ji, Baiying Lei
2026 J jnl
A reliable framework for brain tumor segmentation via multi-modal fusion and uncertainty modeling.
Inf. Fusion
Tongxue Zhou, Mingyang Li, Su Ruan, Tingjin Luo, Bingbing Jiang, Junan Zhu, Ping Ma, Defu Yang, Guang Yang
2026 J jnl
ELY-SLAM: An efficient SLAM algorithm with lightweight YOLO-based collaborative perception.
Array
Yawen Zhao, Mahmud Iwan Solihin, Defu Yang, Andika Aji Wijaya, Fitri Yakub
2026 J jnl
Interpretable deep learning enables reliable and label-efficient fluorescence imaging.
Pattern Recognit.
Mingyang Chen, Luhong Jin, Xuwei Xuan, Defu Yang, Yun Cheng, Ju Zhang
2026 J jnl
Tau-BNO: Brain Neural Operator for Tau Transport Model.
CoRR
Nuutti Barron, Heng Rao, Urmi Saha, Yu Gu, Zhenghao Liu, Ge Yu, Defu Yang, Ashish Raj, Minghan Chen
2025 — conf
A Novel Joint Multi-Graph Learning Framework for Dynamic Functional Connectivity Network Estimation Across Multiple Time Scale.
ISBI
Sumin Liu, Minghan Chen, Xin Cao, Zhe Sheng, Junmei Sun, Ju Zhan, Shuai Wang, Guorong Wu, Defu Yang
2025 J jnl
A Novel Spatio-Temporal Hub Identification in Brain Networks by Learning Dynamic Graph Embedding on Grassmannian Manifolds.
IEEE Trans. Medical Imaging
Defu Yang, Hui Shen, Minghan Chen, Shuai Wang, Jiazhou Chen, Hongmin Cai, Xueli Chen, Guorong Wu, Wentao Zhu
2025 J jnl
Chemical environment adaptive learning for optical band gap prediction of doped graphitic carbon nitride nanosheets.
Neural Comput. Appl.
Chen Chen, Enze Xu, Defu Yang, Chenggang Yan, Tao Wei, Hanning Chen, Yong Wei, Minghan Chen
2025 J jnl
Domain generalization for image classification with dynamic decision boundary.
Pattern Recognit.
Zhiming Cheng, Mingxia Liu, Defu Yang, Zhidong Zhao, Chenggang Yan, Shuai Wang
2025 J jnl
Dual-Region Consistency Learning With Contrastive Refinement for Semi-Supervised Medical Image Segmentation.
Int. J. Imaging Syst. Technol.
Junmei Sun, Meixi Wang, Jianxiang Zhao, Defu Yang, Huang Bai, Xiumei Li
2025 J jnl
Harmonic Wavelet Neural Network for Discovering Neuropathological Propagation Patterns in Alzheimer's Disease.
IEEE J. Biomed. Health Informatics
Hongmin Cai, Ranran Deng, Defu Yang, Fa Zhang, Guorong Wu, Jiazhou Chen
2025 J jnl
Identifying multilayer network hub by graph representation learning.
Medical Image Anal.
Defu Yang, Minjeong Kim, Yu Zhang, Guorong Wu
2025 J jnl
Interpretable deep learning illuminates multiple structures fluorescence imaging: a path toward trustworthy artificial intelligence in microscopy.
CoRR
Mingyang Chen, Luhong Jin, Xuwei Xuan, Defu Yang, Yun Cheng, Ju Zhang
2024 J jnl
A review of intelligent ship marine object detection based on RGB camera.
IET Image Process.
Defu Yang, Mahmud Iwan Solihin, Yawen Zhao, Benchun Yao, Chaoran Chen, Bingyu Cai, Affiani Machmudah
2024 J jnl
Deep Joint Semantic Adaptation Network for Multi-source Unsupervised Domain Adaptation.
Pattern Recognit.
Zhiming Cheng, Shuai Wang, Defu Yang, Jie Qi, Mang Xiao, Chenggang Yan
2024 — conf
Learning Functional Dynamics from a Multilayer Brain Network.
ISBI
Defu Yang, Jiaqi Zhao, Minghan Chen, Yitian Xue, Jingwen Zhou, Shuai Wang, Guorong Wu, Wentao Zhu
2024 J jnl
Object detection in smart indoor shopping using an enhanced YOLOv8n algorithm.
IET Image Process.
Yawen Zhao, Defu Yang, Sheng Cao, Bingyu Cai, Maryamah Maryamah, Mahmud Iwan Solihin
2024 J jnl
SCRN: Single-Cell Gene Regulatory Network Identification in Alzheimer's Disease.
IEEE ACM Trans. Comput. Biol. Bioinform.
Wentao Zhu, Zhiqiang Du, Ziang Xu, Defu Yang, Minghan Chen, Qianqian Song
2023 — conf
Discovering Brain Network Dysfunction in Alzheimer's Disease Using Brain Hypergraph Neural Network.
MICCAI (5)
Hongmin Cai, Zhixuan Zhou, Defu Yang, Guorong Wu, Jiazhou Chen
2023 J jnl
Dynamic Cross-Task Representation Adaptation for Clinical Targets Co-Segmentation in CT Image-Guided Post-Prostatectomy Radiotherapy.
IEEE Trans. Medical Imaging
Fan Wang, Xuanang Xu, Defu Yang, Ronald C. Chen, Trevor J. Royce, Andrew Z. Wang, Jun Lian, Chunfeng Lian
2023 J jnl
Estimating Outlier-Immunized Common Harmonic Waves for Brain Network Analyses on the Stiefel Manifold.
IEEE J. Biomed. Health Informatics
Hongmin Cai, Huan Liu, Defu Yang, Guorong Wu, Bin Hu, Jiazhou Chen
2023 — conf
HoloBrain: A Harmonic Holography for Self-organized Brain Function.
IPMI
Huan Liu, Tingting Dan, Zhuobin Huang, Defu Yang, Won Hwa Kim, Minjeong Kim, Paul J. Laurienti, Guorong Wu
2023 J jnl
Learning pyramidal multi-scale harmonic wavelets for identifying the neuropathology propagation patterns of Alzheimer's disease.
Medical Image Anal.
Huan Liu, Hongmin Cai, Defu Yang, Wentao Zhu, Guorong Wu, Jiazhou Chen
2023 — conf
Spatiotemporal Hub Identification in Brain Network by Learning Dynamic Graph Embedding on Grassmannian Manifold.
MICCAI (2)
Defu Yang, Hui Shen, Minghan Chen, Yitian Xue, Shuai Wang, Guorong Wu, Wentao Zhu
2023 J jnl
scENT for Revealing Gene Clusters From Single-Cell RNA-Seq Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Fan Rao, Minghan Chen, Defu Yang, Bess Morrell, Qianqian Song, Wentao Zhu
2022 J jnl
A Graph Convolutional Multiple Instance Learning on a Hypersphere Manifold Approach for Diagnosing Chronic Obstructive Pulmonary Disease in CT Images.
IEEE J. Biomed. Health Informatics
Ling Chen, Qixing Feng, Xi Yin, Xiangde Min, Lei Shi, Defu Yang, Yen-Wei Chen, Daoqiang Zhang, Wentao Zhu
2022 — conf
A Neuropathological Hub Identification for Alzheimer's Disease Via joint Analysis of Topological Structure and Neuropathological Burden.
ISBI
Defu Yang, Wenchao Li, Jingwen Zhang, Hui Shen, Minghan Chen, Wentao Zhu, Guorong Wu
2022 J jnl
Characterizing the propagation pathway of neuropathological events of Alzheimer's disease using harmonic wavelet analysis.
Medical Image Anal.
Jiazhou Chen, Hongmin Cai, Defu Yang, Martin Styner, Guorong Wu, Alzheimer's Disease Neuroimaging Initiative
2022 J jnl
Dual-Stream Subspace Clustering Network for revealing gene targets in Alzheimer's disease.
Comput. Biol. Medicine
Minghan Chen, Shishen Jia, Mengfan Xue, Hailiang Huang, Ziang Xu, Defu Yang, Wentao Zhu, Qianqian Song
2022 J jnl
Group-Wise Hub Identification by Learning Common Graph Embeddings on Grassmannian Manifold.
IEEE Trans. Pattern Anal. Mach. Intell.
Defu Yang, Jiazhou Chen, Chenggang Yan, Minjeong Kim, Paul J. Laurienti, Martin Styner, Guorong Wu
2022 J jnl
Pathology Steered Stratification Network for Subtype Identification in Alzheimer's Disease.
CoRR
Enze Xu, Jingwen Zhang, Jiadi Li, Defu Yang, Guorong Wu, Minghan Chen
2021 — conf
Analyzing The Spatiotemporal Interaction And Propagation Of Atn Biomarkers In Alzheimer's Disease Using Longitudinal Neuroimaging Data.
ISBI
Qing Liu, Defu Yang, Jingwen Zhang, Ziming Wei, Guorong Wu, Minghan Chen
2021 J jnl
Constructing Connectome Atlas by Graph Laplacian Learning.
Neuroinformatics
Minjeong Kim, Chenggang Yan, Defu Yang, Peipeng Liang, Daniel I. Kaufer, Guorong Wu
2021 — conf
Discovering Spreading Pathways of Neuropathological Events in Alzheimer's Disease Using Harmonic Wavelets.
IPMI
Jiazhou Chen, Defu Yang, Hongmin Cai, Martin Styner, Guorong Wu
2021 — conf
Discovering Unprecedented Heuristics For Hub Identification By Joint Graph Embedding And Reinforcement Learning.
ISBI
Minjeong Kim, Defu Yang, Guorong Wu
2021 J jnl
Joint hub identification for brain networks by multivariate graph inference.
Medical Image Anal.
Defu Yang, Xiaofeng Zhu, Chenggang Yan, Zi-Wen Peng, Maria Bagonis, Paul J. Laurienti, Martin Styner, Guorong Wu
2021 J jnl
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses.
IEEE Trans. Medical Imaging
Jiazhou Chen, Guoqiang Han, Hongmin Cai, Defu Yang, Paul J. Laurienti, Martin Styner, Guorong Wu
2021 J jnl
Learning dynamic graph embeddings for accurate detection of cognitive state changes in functional brain networks.
NeuroImage
Yi Lin, Defu Yang, Jia Hou, Chengang Yan, Minjeong Kim, Paul J. Laurienti, Guorong Wu
2021 — conf
Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data.
MIDL
Md Asadullah Turja, Guorong Wu, Defu Yang, Martin Andreas Styner
2021 — conf
State Evaluation and Attack Signal Reconstruction of Power Cyber-Physics System Based on Intermediate Variable Observer.
ICGEC
Lin Lin, Zhipeng Cong, Qigui Nie, Xin Liu, Weiting Wang, Jian Li, Defu Yang
2020 C conf
A Network-Guided Reaction-Diffusion Model of AT[N] Biomarkers in Alzheimer's Disease.
BIBE
Jingwen Zhang, Defu Yang, Wei He, Guorong Wu, Minghan Chen
2020 — conf
A Novel Spatio-Temporal Hub Identification Method for Dynamic Functional Networks.
ISBI
Anqi Chen, Defu Yang, Chenggang Yan, Zi-Wen Peng, Minjeong Kim, Paul J. Laurienti, Guorong Wu
2020 J jnl
Accelerated Stimulated Raman Projection Tomography by Sparse Reconstruction From Sparse-View Data.
IEEE Trans. Biomed. Eng.
Xueli Chen, Shouping Zhu, Huiyuan Wang, Cuiping Bao, Defu Yang, Chi Zhang, Peng Li, Jiaxin Cheng, Yonghua Zhan, Jimin Liang, Jie Tian
2020 — conf
Attention-Guided Deep Graph Neural Network for Longitudinal Alzheimer's Disease Analysis.
MICCAI (7)
Junbo Ma, Xiaofeng Zhu, Defu Yang, Jiazhou Chen, Guorong Wu
2020 — conf
Characterizing the Propagation Pattern of Neurodegeneration in Alzheimer's Disease by Longitudinal Network Analysis.
ISBI
Yueting Wang, Defu Yang, Quefeng Li, Daniel Kaufer, Martin Styner, Guorong Wu
2020 J jnl
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses.
CoRR
Jiazhou Chen, Guoqiang Han, Hongmin Cai, Defu Yang, Paul J. Laurienti, Martin Styner, Guorong Wu
2019 — conf
Joint Identification of Network Hub Nodes by Multivariate Graph Inference.
MICCAI (3)
Defu Yang, Chenggang Yan, Feiping Nie, Xiaofeng Zhu, Md Asadullah Turja, Leo Charles Peek Zsembik, Martin Styner, Guorong Wu
2018 J jnl
Filtered maximum likelihood expectation maximization based global reconstruction for bioluminescence tomography.
Medical Biol. Eng. Comput.
Defu Yang, Lin Wang, Dongmei Chen, Chenggang Yan, Xiaowei He, Jimin Liang, Xueli Chen
2016 J jnl
Adaptively Alternative Light-Transport-Model-Based Three-Dimensional Optical Imaging for Longitudinal and Quantitative Monitoring of Gastric Cancer in Live Animal.
IEEE Trans. Biomed. Eng.
Xueli Chen, Defu Yang, Fangfang Sun, Xu Cao, Jimin Liang
2015 J jnl
Performance investigation of SP3 and diffusion approximation for three-dimensional whole-body optical imaging of small animals.
Medical Biol. Eng. Comput.
Defu Yang, Xueli Chen, Xu Cao, Jing Wang, Jimin Liang, Jie Tian