Houliang Zhou

14 papers Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Clinical-Aware Latent Diffusion for Multimodal Brain Image Generation and Missing Modality Imputation.
CoRR
Rong Zhou, Houliang Zhou, Yao Su, Brian Y. Chen, Yu Zhang, Lifang He, Alzheimer's Disease Neuroimaging Initiative
2026 J jnl
SDE-Driven Spatio-Temporal Hypergraph Neural Networks for Irregular Longitudinal fMRI Connectome Modeling in Alzheimer's Disease.
CoRR
Ruiying Chen, Yutong Wang, Houliang Zhou, Wei Liang, Yong Chen, Lifang He
2025 J jnl
Multi-Modal Diagnosis of Alzheimer's Disease Using Interpretable Graph Convolutional Networks.
IEEE Trans. Medical Imaging
Houliang Zhou, Lifang He, Brian Y. Chen, Li Shen, Yu Zhang
2025 J jnl
Uncovering Alzheimer's Disease Progression via SDE-based Spatio-Temporal Graph Deep Learning on Longitudinal Brain Networks.
CoRR
Houliang Zhou, Rong Zhou, Yangying Liu, Kanhao Zhao, Li Shen, Brian Y. Chen, Yu Zhang, Lifang He, Alzheimer's Disease Neuroimaging Initiative
2023 — conf
Attentive Deep Canonical Correlation Analysis for Diagnosing Alzheimer's Disease Using Multimodal Imaging Genetics.
MICCAI (2)
Rong Zhou, Houliang Zhou, Brian Y. Chen, Li Shen, Yu Zhang, Lifang He
2023 J jnl
DG-ECG: Multi-stream deep graph learning for the recognition of disease-altered patterns in electrocardiogram.
Biomed. Signal Process. Control.
Chen Kan, Zehao Ye, Houliang Zhou, Sreekanth R. Cheruku
2023 — conf
Integrating Multimodal Contrastive Learning and Cross-Modal Attention for Alzheimer's Disease Prediction in Brain Imaging Genetics.
BIBM
Rong Zhou, Houliang Zhou, Li Shen, Brian Y. Chen, Yu Zhang, Lifang He
2023 — conf
Interpretable Graph Convolutional Network for Alzheimer's Disease Diagnosis using Multi-Modal Imaging Genetics.
BIBM
Houliang Zhou, Yu Zhang, Lifang He, Li Shen, Brian Y. Chen
2022 — conf
Interpretable Graph Convolutional Network Of Multi-Modality Brain Imaging For Alzheimer's Disease Diagnosis.
ISBI
Houliang Zhou, Lifang He, Yu Zhang, Li Shen, Brian Chen
2022 J jnl
Interpretable Graph Convolutional Network of Multi-Modality Brain Imaging for Alzheimer's Disease Diagnosis.
CoRR
Houliang Zhou, Lifang He, Yu Zhang, Li Shen, Brian Chen
2022 J jnl
Prediction of Type and Recurrence of Atrial Fibrillation after Catheter Ablation via Left Atrial Electroanatomical Voltage Mapping Registration and Multilayer Perceptron Classification: A Retrospective Study.
Sensors
Qiyuan An, Rafe McBeth, Houliang Zhou, Bryan Lawlor, Dan Nguyen, Steve B. Jiang, Mark S. Link, Yingying Zhu
2022 — conf
Sparse Interpretation of Graph Convolutional Networks for Multi-modal Diagnosis of Alzheimer's Disease.
MICCAI (8)
Houliang Zhou, Yu Zhang, Brian Y. Chen, Li Shen, Lifang He
2021 — conf
Echo State Network Learning for the Detection of Cyber Attacks in Additive Manufacturing.
CASE
Houliang Zhou, Chenang Liu, Wenmeng Tian, Chen Kan
2021 J jnl
Tensor-Based ECG Anomaly Detection toward Cardiac Monitoring in the Internet of Health Things.
Sensors
Houliang Zhou, Chen Kan