Cheng Zhong

About

I am a professor of computer science in school of computer and electronics and information at guangxi university in China. I received Ph.D. degree majoring in computer science from university of science and technology of china in 2003. I have published over 60 papers in journals and international conference proceedings and 5 textbooks, my research interests include parallel computing, network computing, and Bioinformatics.

Employment

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Education

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Publications (17)

• mDADGAN: Predicting miRNA–Drug Response Associations Using lncRNAs and a Diffusion-Based Generative Adversarial Network
  Journal of Chemical Information and Modeling 2026 DOI: 10.1021/acs.jcim.6c00254
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• Geometric Structure-Aware Diffusion Model with Self-Optimization Strategy for Molecular Generation
  Journal of Chemical Theory and Computation 2026 DOI: 10.1021/acs.jctc.5c02183
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• Contrastive learning-based multi-mechanism disentangled assessment for drug-drug interaction
  BMC Bioinformatics 2025 DOI: 10.1186/s12859-025-06304-z
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• DualF-PBR: Dual-Extracting Protein Sequence Features for Predicting Plant Resistance Proteins
  IEEE Transactions on Computational Biology and Bioinformatics 2025 DOI: 10.1109/TCBBIO.2025.3562082
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• Few-Shot Object Detection for Remote Sensing Images via Pseudo-Sample Generation and Feature Enhancement
  Applied Sciences 2025 DOI: 10.3390/app15084477
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• SMDPG: Identifying Metabolite-Disease Associations via Optimized Negative Sampling and Sparse Graph Convolutional Network
  IEEE Transactions on Computational Biology and Bioinformatics 2025 DOI: 10.1109/TCBBIO.2025.3532256
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• Stacked Network to Realize Spectral Clustering With Adaptive Graph Learning
  IEEE Transactions on Knowledge and Data Engineering 2024 DOI: 10.1109/TKDE.2023.3327043
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• Predicting Disease-Associated N7–Methylguanosine (m7G) Sites via Random Walk on Heterogeneous Network
  IEEE/ACM Transactions on Computational Biology and Bioinformatics 2023 DOI: 10.1109/TCBB.2023.3284505
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• FMGNN: A Method to Predict Compound-Protein Interaction With Pharmacophore Features and Physicochemical Properties of Amino Acids
  IEEE/ACM Transactions on Computational Biology and Bioinformatics 2023 DOI: 10.1109/TCBB.2022.3172340
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• NetPro: Neighborhood Interaction-Based Drug Repositioning via Label Propagation
  IEEE/ACM Transactions on Computational Biology and Bioinformatics 2023 DOI: 10.1109/TCBB.2023.3234331
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