Zhiheng Zhou

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Classification of Alzheimer's Disease by Modeling Brain Networks as Signed Networks Under Deep Learning Frameworks.
IEEE Trans. Comput. Biol. Bioinform.
Chenfei Wang, Yunping Wang, Qinghan Xue, Zhiheng Zhou, Guiying Yan, Xingqin Qi
2026 J jnl
Double Graph Attention Network for predicting non-alcoholic fatty liver disease in patients with type 2 diabetes.
Artif. Intell. Medicine
Tianbin Chen, Yongbin Zeng, Jinlin Wang, Xiao Sun, Sihao Liu, Ya Fu, Qiang Yi, Qishui Ou, Kai Yan, Zhiheng Zhou
2026 J jnl
Extracting interpretable higher-order topological features across multiple scales from fMRI for Alzheimer's disease classification.
Biomed. Signal Process. Control.
Dengyi Zhao, Shanyong Li, Yunping Wang, Chenfei Wang, Zhiheng Zhou, Guiying Yan, Xingqin Qi
2026 J jnl
HOI-brain: A novel multi-channel transformers framework for brain disorder diagnosis by accurately extracting signed higher-order interactions from fMRI data.
Medical Image Anal.
Dengyi Zhao, Zhiheng Zhou, Guiying Yan, Dongxiao Yu, Xingqin Qi
2026 J jnl
MFMHIN: Predicting synergistic drug combinations via biologically-aware heterogeneous information networks.
Biomed. Signal Process. Control.
Qi Wang, Leixia Tian, Zhiheng Zhou, Guiying Yan
2026 J jnl
Tackling Over-smoothing on Hypergraphs: A Ricci Flow-guided Neural Diffusion Approach.
CoRR
Mengyao Zhou, Zhiheng Zhou, Xiao Han, Xingqin Qi, Guanghui Wang, Guiying Yan
2025 J jnl
Develop a Deep-Learning Model to Predict Cancer Immunotherapy Response Using In-Born Genomes.
IEEE J. Biomed. Health Informatics
Kai Yan, Zhiheng Zhou, Sihao Liu, Guanghui Wang, Guiying Yan, Edwin Wang
2025 J jnl
Predicting drug combination side effects based on a metapath-based heterogeneous graph neural network.
BMC Bioinform.
Leixia Tian, Qi Wang, Zhiheng Zhou, Xiya Liu, Ming Zhang, Guiying Yan
2025 J jnl
Signed Higher-Order Interactions for Brain Disorder Diagnosis via Multi-Channel Transformers.
CoRR
Dengyi Zhao, Zhiheng Zhou, Guiying Yan, Dongxiao Yu, Xingqin Qi
2024 J jnl
A novel graph neural network method for Alzheimer's disease classification.
Comput. Biol. Medicine
Zhiheng Zhou, Qi Wang, Xiaoyu An, Siwei Chen, Yongan Sun, Guanghui Wang, Guiying Yan
2018 J jnl
One-to-one disjoint path covers in digraphs.
Theor. Comput. Sci.
Huabin Cao, Bicheng Zhang, Zhiheng Zhou