Concepedia
Statistics
Publications
9
Citations
282
H-Index
Active since
2021
Affiliations
Central South University(Current)
Chinese Academy of Sciences
Quzhou University
University of Electronic Science and Technology of China
University of South Carolina
Hongpeng Yang is an author at Central South University specializing in engineering, systems biology, and data science.
Top concepts
EngineeringData ScienceBiostatisticsBioinformaticsSystems BiologyComputational BiologyOmicsMedicineData MiningBiomedical Data
Publications per year
2021–2024
Inferring human microbe–drug associations via multiple kernel fusion on graph neural network
Hongpeng Yang, Yijie Ding, Jijun Tang et al. · Knowledge-Based Systems · 2021 · 54 citations
Human Microbe–drug Associations, Graph Neural Network, Engineering +12
MTMol-GPT: De novo multi-target molecular generation with transformer-based generative adversarial imitation learning
Chengwei Ai, Hongpeng Yang, Xiaoyi Liu et al. · PLoS Computational Biology · 2024 · 54 citations · Full text
Drug–disease associations prediction via Multiple Kernel-based Dual Graph Regularized Least Squares
Hongpeng Yang, Yijie Ding, Jijun Tang et al. · Applied Soft Computing · 2021 · 52 citations
Graph Representation Learning, Engineering, Data Science +8
Low Rank Matrix Factorization Algorithm Based on Multi-Graph Regularization for Detecting Drug-Disease Association
Chengwei Ai, Hongpeng Yang, Yijie Ding et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2023 · 42 citations
A multi-layer multi-kernel neural network for determining associations between non-coding RNAs and diseases
Chengwei Ai, Hongpeng Yang, Yijie Ding et al. · Neurocomputing · 2022 · 23 citations
Functional Genomics, Engineering, Medicine +10
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