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IEEE Transactions on Computational Biology and Bioinformatics|November 19, 2025
iDRKAN: Interpretable miRNA-Disease Association Prediction Based on Dual-Graph Representation Learning and Kolmogorov-Arnold NetworkYangfeng Zhu, Yongxian Fan, Guicong Sun
Bioinformatics (Oxford, England)|June 21, 2026
Protein-Nucleic Acid Binding Site Prediction Using Interpretable Kolmogorov-Arnold Networks with Hypergraph Representation LearningYangfeng Zhu, Guicong Sun, Weimin Zhu, et al.
BMC Bioinformatics|June 25, 2024
iProL: identifying DNA promoters from sequence information based on Longformer pre-trained modelBinchao Peng, Guicong Sun, Yongxian Fan
Plos One|September 21, 2023
An interpretable machine learning framework for diagnosis and prognosis of COVID-19Yongxian Fan, Meng Liu, Guicong Sun
Computational Biology and Chemistry|May 11, 2025
iEnhancer-DS: Attention-based improved densenet for identifying enhancers and their strengthYongxian Fan, Chen Wang, Guicong Sun
Computational Biology and Chemistry|November 28, 2025
DeepHFFT-m7G: A dual-channel self-attention and hybrid feature fusion framework for RNA m7G modification identificationYongxian Fan, Zeheng Wu, Guicong Sun
BMC Bioinformatics|September 6, 2023
IHCP: interpretable hepatitis C prediction system based on black-box machine learning modelsYongxian Fan, Xiqian Lu, Guicong Sun
IEEE/ACM Transactions on Computational Biology and Bioinformatics|May 10, 2022
ELMo4m6A: A Contextual Language Embedding-Based Predictor for Detecting RNA N6-Methyladenosine SitesYongxian Fan, Guicong Sun, Xiaoyong Pan
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