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郑春厚 cover

郑春厚 (Chun-Hou Zheng)

School of Artificial Intelligence

40H-index
429Paper Count
6.5KCitation Count
Published Papers 151
Publication Date
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A Novel Cancer Driver Genes Identification Method Based on Self-Supervised Dual Masked Graph Autoencoder
errInterdisciplinary Sciences-Computational Life Sciences
IF3.9
err2026-08-11
err0
PREAI
errPi-Jing Wei; Xinhao Guo; Wenjun Li; Yun Ding; Rui-Fen Cao; Zhenyu Yue; Kanglin Wang; Chun-Hou Zheng
errShare
errSave
scMSAC Assigns Single-Cell Multi-Omics Data at the Multi-Modal Cluster via Subgraph Attention Autoencoder
errIEEE Transactions on Computational Biology and Bioinformatics
IF0
err2026-05-01
err0
PREAI
errJing Wang; Cheng Yang; Weijie Cai; Dayu Tan; Yun Ding; Junfeng Xia; Yansen Su; Chunhou Zheng
errShare
errSave
Large-Scale Multimodality via Dual-Path Cooperative Feature Fusion Strategy for Medical Image Segmentation
errIEEE Transactions on Medical Imaging
IF9.8
err2026-02-25
err0
PREAI
errDayu Tan; Xingcheng Wang; Yansen Su; Junfeng Xia; Chunhou Zheng; Weimin Zhong
errShare
errSave
Leveraging Adaptive Evolutionary Optimization for Drug Molecular Design Involving Many Properties
errBig Data Mining and Analytics
IF6.2
err2026-02-01
err0
PREAI
errXia, Xin; Zeng, Xiangxiang; Zhang, Xingyi; Zheng, Chunhou; Zhang, Yajie; Su, Yansen
errShare
errSave
<i>De novo</i> promoter design method based on deep generative and dynamic evolution algorithm
errNucleic Acids Research
IF13.1
err2025-08-28
err0
errOAAI
errYijun Gu; Jianye Su; Junfeng Xia; Panpan Wu; Hang Wu; Yansen Su; Pi-Jing Wei; Chun-Hou Zheng
errShare
errSave
An efficient and lightweight adaptive network for three-dimensional medical image segmentation
errEngineering Applications of Artificial Intelligence
IF8
err2025-08-20
err0
PREAI
errDayu Tan; Manman Shi; Yansen Su; Xin Peng; Chunhou Zheng; Kaixun He; Weimin Zhong
errShare
errSave
Performer: A High-Performance Global-Local Model-Augmented With Dual Network Interaction Mechanism
errIEEE Transactions on Cognitive and Developmental Systems
IF4.9
err2025-08-01
err0
PREAI
errDayu Tan; Linfeng Hua; Rui Hao; Qi Xu; Yansen Su; Chunhou Zheng; Weimin Zhong
errShare
errSave
CMOMO: a deep multi-objective optimization framework for constrained molecular multi-property optimization
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2025-07-01
err1
errOAAI
errXia, Xin; Zhang, Yajie; Zeng, Xiangxiang; Zhang, Xingyi; Zheng, Chunhou; Su, Yansen
errShare
errSave
UAV power line inspection strategy based on SAC algorithm
errElectric Power Systems Research
IF4.2
err2025-06-30
err0
errOAAI
errCheng Xu; Jiaxin Wang; Yun Ding; Chunhou Zheng
errShare
errSave
Drug combination prediction for parasitic diseases through information-augmented hypergraph neural network
errFuture Generation Computer Systems
IF0
err2025-05-29
err0
PREAI
errLei Li; Hongyu Zhang; Meng Mi; Haitao Li; Guodong Lü; Chunhou Zheng; Yansen Su
errShare
errSave
Artificial Intelligence in Molecular Optimization: Current Paradigms and Future Frontiers
errINTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
IF4.9
err2025-05-19
err0
errOAAI
errXia, Xin; Zhang, Yajie; Zeng, Xiangxiang; Zhang, Xingyi; Zheng, Chunhou; Su, Yansen
errShare
errSave
Deep self-representation learning with hyper-laplacian regularization for brain imaging genetics association analysis
errMETHODS
IF4.3
err2025-02-01
err0
PREAI
errLiu, Jin-Xing; Wang, Shuang-Qing; Jiao, Cui-Na; Wu, Tian-Ru; Cui, Xin-Chun; Zheng, Chun-Hou
errShare
errSave
IL-6-Inducing Peptide Prediction Based on 3D Structure and Graph Neural Network
errBIOMOLECULES
IF4.8
err2025-01-10
err0
errOAAI
errCao, Ruifen; Li, Qiangsheng; Wei, Pijing; Ding, Yun; Bin, Yannan; Zheng, Chunhou
errShare
errSave
TransferBAN-Syn: a transfer learning-based algorithm for predicting synergistic drug combinations against echinococcosis
errFRONTIERS IN GENETICS
IF2.8
err2025-01-06
err0
errOAAI
errLi, Haitao; Chu, Yuanyuan; Jiang, Liyuan; Li, Lei; Lv, Guodong; Liu, Yuansheng; Zheng, Chunhou
errShare
errSave
DeepPD: A Deep Learning Method for Predicting Peptide Detectability Based on Multi-feature Representation and Information Bottleneck
errINTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES
IF3.9
err2024-12-11
err0
PREAI
errLi, Fenglin; Bin, Yannan; Zhao, Jianping; Zheng, Chunhou
errShare
errSave
An Effective Semantic Segmentation Network With Multipath Attention for Industrial Meter Pointer Images
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-12-01
err0
PREAI
errTan, Dayu; Wang, Jinlong; Su, Yansen; Zhang, Zhijun; Peng, Xin; Zheng, Chunhou; Zhong, Weimin
errShare
errSave
MHCLSyn: Multi-View Hypergraph Contrastive Learning for Synergistic Drug Combination Prediction
errBIG DATA MINING AND ANALYTICS
IF6.2
err2024-12-01
err0
errOAAI
errLi, Lei; Lu, Guodong; Zheng, Chunhou; Lin, Renyong; Su, Yansen
errShare
errSave
iAmyP: A Multi-view Learning for Amyloidogenic Hexapeptides Identification Based on Sequence Least Squares Programming
errINTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES
IF3.9
err2024-11-15
err0
PREAI
errCai, Jinling; Zhao, Jianping; Bin, Yannan; Xia, Junfeng; Zheng, Chunhou
errShare
errSave
AER-Net: Attention-Enhanced Residual Refinement Network for Nuclei Segmentation and Classification in Histology Images
errSENSORS
IF3.5
err2024-11-11
err0
errOAAI
errCao, Ruifen; Meng, Qingbin; Tan, Dayu; Wei, Pijing; Ding, Yun; Zheng, Chunhou
errShare
errSave
DGNMDA: Dual Heterogeneous Graph Neural Network Encoder for miRNA-Disease Association Prediction
errBIOENGINEERING-BASEL
IF3.7
err2024-11-10
err0
errOAAI
errLu, Daying; Zhang, Qi; Zheng, Chunhou; Li, Jian; Yin, Zhe
errShare
errSave

Research Directions

Nucleic Acids ResearchBioinformaticsIEEE/ACM Transactions系列汇刊等国内外重要学术期刊发表论文150余篇
Co-authors
Cooperation Journals
张磊 cover
张磊 (Lei Zhang)
H-index: 145 · Papers: 1.7K
徐
徐勇 (Yong Xu)
H-index: 83 · Papers: 904
Q
Qingquan Li
H-index: 79 · Papers: 882
Q
Qing Li
H-index: 78 · Papers: 2.6K
沈卫明 cover
沈卫明 (Weiming Shen)
H-index: 73 · Papers: 905
View more