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

郑春厚 (Chun-Hou Zheng)

anhui university

40H指数

431论文数

6.5K被引数

收录论文 152

发表时间

Deep explainable multimodal graph pooling network with knowledge learning for Alzheimer's disease diagnosis 基于知识学习的深度可解释多模态图池化网络用于阿尔茨海默病诊断

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

A Novel Cancer Driver Genes Identification Method Based on Self-Supervised Dual Masked Graph Autoencoder 基于自监督双掩码图自动编码器的癌症驱动基因识别新方法

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

scMSAC Assigns Single-Cell Multi-Omics Data at the Multi-Modal Cluster via Subgraph Attention Autoencoder scMSAC通过子图注意力自编码器在多模态聚类中分配单细胞多组学数据

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

Large-Scale Multimodality via Dual-Path Cooperative Feature Fusion Strategy for Medical Image Segmentation 大规模多模态医疗图像分割的双路径协同特征融合策略

IEEE Transactions on Medical Imaging

IF9.8

2026-02-25

PREAI

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

Leveraging Adaptive Evolutionary Optimization for Drug Molecular Design Involving Many Properties 利用自适应进化优化进行涉及多种属性的药物分子设计

Big Data Mining and Analytics

IF6.2

2026-02-01

PREAI

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

De novo promoter design method based on deep generative and dynamic evolution algorithm 基于深度生成和动态进化算法的de novo启动子设计方法

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

An efficient and lightweight adaptive network for three-dimensional medical image segmentation 一种高效轻量级的自适应网络，用于三维医学图像分割

Engineering Applications of Artificial Intelligence

IF8

2025-08-20

PREAI

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

Performer: A High-Performance Global-Local Model-Augmented With Dual Network Interaction Mechanism Performer: 一种高性能的全局-局部模型，通过双网络交互机制进行增强

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

CMOMO: a deep multi-objective optimization framework for constrained molecular multi-property optimization CMOMO：一种用于约束分子多属性优化的深度多目标优化框架

BRIEFINGS IN BIOINFORMATICS

IF7.7

2025-07-01

OAAI

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

UAV power line inspection strategy based on SAC algorithm 基于SAC算法的无人机输电线路巡检策略

Electric Power Systems Research

IF4.2

2025-06-30

OAAI

Cheng Xu; Jiaxin Wang; Yun Ding; Chunhou Zheng

Drug combination prediction for parasitic diseases through information-augmented hypergraph neural network 通过信息增强超图神经网络进行寄生虫病药物组合预测

Future Generation Computer Systems

IF0

2025-05-29

PREAI

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

Artificial Intelligence in Molecular Optimization: Current Paradigms and Future Frontiers 人工智能在分子优化中的应用：当前范式与未来前沿

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

IF4.9

2025-05-19

OAAI

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

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

IL-6-Inducing Peptide Prediction Based on 3D Structure and Graph Neural Network 基于3D结构和图神经网络的IL-6诱导肽预测

BIOMOLECULES

IF4.8

2025-01-10

OAAI

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

TransferBAN-Syn: a transfer learning-based algorithm for predicting synergistic drug combinations against echinococcosis TransferBAN-Syn：一种基于迁移学习的预测抗包虫病协同药物组合的算法

FRONTIERS IN GENETICS

IF2.8

2025-01-06

OAAI

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

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

An Effective Semantic Segmentation Network With Multipath Attention for Industrial Meter Pointer Images 一种有效的多径关注的工业仪表指针图像语义分割网络

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

MHCLSyn: Multi-View Hypergraph Contrastive Learning for Synergistic Drug Combination Prediction MHCLSyn: 协同药物组合预测的多视图超图对比学习

BIG DATA MINING AND ANALYTICS

IF6.2

2024-12-01

OAAI

Li, Lei; Lu, Guodong; Zheng, Chunhou; Lin, Renyong; Su, Yansen

iAmyP: A Multi-view Learning for Amyloidogenic Hexapeptides Identification Based on Sequence Least Squares Programming

INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES

IF3.9

2024-11-15

PREAI

Cai, Jinling; Zhao, Jianping; Bin, Yannan; Xia, Junfeng; Zheng, Chunhou

AER-Net: Attention-Enhanced Residual Refinement Network for Nuclei Segmentation and Classification in Histology Images

SENSORS

IF3.5

2024-11-11

OAAI

Cao, Ruifen; Meng, Qingbin; Tan, Dayu; Wei, Pijing; Ding, Yun; Zheng, Chunhou

研究方向