Chun-Hou Zheng - Publications, H-index & Citations

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郑春厚 (Chun-Hou Zheng)

Qufu Normal University

40H-index

434Paper Count

6.5KCitation Count

Published Papers 155

Publication Date

Deep explainable multimodal graph pooling network with knowledge learning for Alzheimer's disease diagnosis

Engineering Applications of Artificial Intelligence

IF8

2026-09-18

PREAI

Cui-Na Jiao; Ying-Lian Gao; Feng Li; Xin Gao; Chun-Hou Zheng; Yan-Li Wang; Jin-Xing Liu

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Step-level screening-driven reasoning enhancement for large language models in prefabricated substation fault diagnosis

Electric Power Systems Research

IF4.2

2026-09-01

PREAI

Zhang, Gengsheng; Zhang, Shuai; Zhu, Jin; Zheng, Chunhou

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A Novel Cancer Driver Genes Identification Method Based on Self-Supervised Dual Masked Graph Autoencoder

Interdisciplinary Sciences-Computational Life Sciences

IF3.9

2026-08-11

PREAI

Pi-Jing Wei; Xinhao Guo; Wenjun Li; Yun Ding; Rui-Fen Cao; Zhenyu Yue; Kanglin Wang; Chun-Hou Zheng

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Exploring Complex Genetic Mechanisms in Brain Imaging Genetics via a New Multi-Task Learning Method

IEEE-ACM Transactions on Computational Biology and Bioinformatics

IF3.4

2026-07-01

PREAI

Yiming Wang; Cui-Na Jiao; Ying-Lian Gao; Xin-Chun Cui; Chun-Hou Zheng; Jin-Xing Liu

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Multi-type Transformer encoding-based graph contrastive learning for drug repositioning

Pattern Recognition

IF7.6

2026-06-01

PREAI

Cui, Ming-Li; Gao, Ying-Lian; Ge, Dao-Hui; Yang, Hui; Zheng, Chun-Hou; Liu, Jin-Xing; Wang, Yan-Li

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scMSAC Assigns Single-Cell Multi-Omics Data at the Multi-Modal Cluster via Subgraph Attention Autoencoder

IEEE Transactions on Computational Biology and Bioinformatics

IF0

2026-05-01

PREAI

Jing Wang; Cheng Yang; Weijie Cai; Dayu Tan; Yun Ding; Junfeng Xia; Yansen Su; Chunhou Zheng

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Large-Scale Multimodality via Dual-Path Cooperative Feature Fusion Strategy for Medical Image Segmentation

IEEE Transactions on Medical Imaging

IF9.8

2026-02-25

PREAI

Dayu Tan; Xingcheng Wang; Yansen Su; Junfeng Xia; Chunhou Zheng; Weimin Zhong

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Leveraging Adaptive Evolutionary Optimization for Drug Molecular Design Involving Many Properties

Big Data Mining and Analytics

IF6.2

2026-02-01

PREAI

Xia, Xin; Zeng, Xiangxiang; Zhang, Xingyi; Zheng, Chunhou; Zhang, Yajie; Su, Yansen

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De novo promoter design method based on deep generative and dynamic evolution algorithm

Nucleic Acids Research

IF13.1

2025-08-28

OAAI

Yijun Gu; Jianye Su; Junfeng Xia; Panpan Wu; Hang Wu; Yansen Su; Pi-Jing Wei; Chun-Hou Zheng

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An efficient and lightweight adaptive network for three-dimensional medical image segmentation

Engineering Applications of Artificial Intelligence

IF8

2025-08-20

PREAI

Dayu Tan; Manman Shi; Yansen Su; Xin Peng; Chunhou Zheng; Kaixun He; Weimin Zhong

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Performer: A High-Performance Global-Local Model-Augmented With Dual Network Interaction Mechanism

IEEE Transactions on Cognitive and Developmental Systems

IF4.9

2025-08-01

PREAI

Dayu Tan; Linfeng Hua; Rui Hao; Qi Xu; Yansen Su; Chunhou Zheng; Weimin Zhong

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CMOMO: a deep multi-objective optimization framework for constrained molecular multi-property optimization

BRIEFINGS IN BIOINFORMATICS

IF7.7

2025-07-01

OAAI

Xia, Xin; Zhang, Yajie; Zeng, Xiangxiang; Zhang, Xingyi; Zheng, Chunhou; Su, Yansen

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UAV power line inspection strategy based on SAC algorithm

Electric Power Systems Research

IF4.2

2025-06-30

OAAI

Cheng Xu; Jiaxin Wang; Yun Ding; Chunhou Zheng

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Drug combination prediction for parasitic diseases through information-augmented hypergraph neural network

Future Generation Computer Systems

IF0

2025-05-29

PREAI

Lei Li; Hongyu Zhang; Meng Mi; Haitao Li; Guodong Lü; Chunhou Zheng; Yansen Su

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Artificial Intelligence in Molecular Optimization: Current Paradigms and Future Frontiers

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

IF4.9

2025-05-19

OAAI

Xia, Xin; Zhang, Yajie; Zeng, Xiangxiang; Zhang, Xingyi; Zheng, Chunhou; Su, Yansen

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Deep self-representation learning with hyper-laplacian regularization for brain imaging genetics association analysis

METHODS

IF4.3

2025-02-01

PREAI

Liu, Jin-Xing; Wang, Shuang-Qing; Jiao, Cui-Na; Wu, Tian-Ru; Cui, Xin-Chun; Zheng, Chun-Hou

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IL-6-Inducing Peptide Prediction Based on 3D Structure and Graph Neural Network

BIOMOLECULES

IF4.8

2025-01-10

OAAI

Cao, Ruifen; Li, Qiangsheng; Wei, Pijing; Ding, Yun; Bin, Yannan; Zheng, Chunhou

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TransferBAN-Syn: a transfer learning-based algorithm for predicting synergistic drug combinations against echinococcosis

FRONTIERS IN GENETICS

IF2.8

2025-01-06

OAAI

Li, Haitao; Chu, Yuanyuan; Jiang, Liyuan; Li, Lei; Lv, Guodong; Liu, Yuansheng; Zheng, Chunhou

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DeepPD: A Deep Learning Method for Predicting Peptide Detectability Based on Multi-feature Representation and Information Bottleneck

INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES

IF3.9

2024-12-11

PREAI

Li, Fenglin; Bin, Yannan; Zhao, Jianping; Zheng, Chunhou

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An Effective Semantic Segmentation Network With Multipath Attention for Industrial Meter Pointer Images

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-12-01

PREAI

Tan, Dayu; Wang, Jinlong; Su, Yansen; Zhang, Zhijun; Peng, Xin; Zheng, Chunhou; Zhong, Weimin

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Research Directions