Identifying miRNA-Disease Associations Based on Simple Graph Convolution with DropMessage and Jumping Knowledge. - Xuehua Bi; Chunyang Jiang; Cheng Yan; Kai Zhao 010; Linlin Zhang 005; Jianxin Wang 001 (ISBRA, 2023)

Comprehensive Android Malware Detection Based on Federated Learning Architecture. - Wenbo Fang; Junjiang He; Wenshan Li 001; Xiaolong Lan; Yang Chen; Tao Li 016; Jiwu Huang; Linlin Zhang 005 (IEEE Trans. Inf. Forensics Secur., 2023)

Validating the integrity of Convolutional Neural Network predictions based on zero-knowledge proof. - Yongkai Fan; Binyuan Xu; Linlin Zhang 005; Jinbao Song; Albert Y. Zomaya; Kuan-Ching Li (Inf. Sci., 2023)

Cross-Attention Transformer for User-Level Depression Detection. - Kai Zhao 010; Haoxuan Fan; Zhiwei Wang; Linlin Zhang 005 (CMLDS, 2024)

VeriCNN: Integrity verification of large-scale CNN training process based on zk-SNARK. - Yongkai Fan; Kaile Ma; Linlin Zhang 005; Jiqiang Liu; Naixue Xiong; Shui Yu 001 (Expert Syst. Appl., 2024)

psvCNN: A Zero-Knowledge CNN Prediction Integrity Verification Strategy. - Yongkai Fan; Binyuan Xu; Linlin Zhang 005; Gang Tan; Shui Yu 001; Kuan-Ching Li; Albert Y. Zomaya (IEEE Trans. Cloud Comput., 2024)

ValidCNN: A Large-Scale CNN Predictive Integrity Verification Scheme Based on zk-SNARK. - Yongkai Fan; Kaile Ma; Linlin Zhang 005; Xia Lei; Guangquan Xu; Gang Tan (IEEE Trans. Dependable Secur. Comput., 2024)

OmiImp: A Cross-Omics Imputation Framework Based on Improved Generative Adversarial Network. - Kai Zhao 010; Zhipeng Gao; Xuehua Bi; Guanglei Yu; Yanan Zhang; Linlin Zhang 005 (BIBM, 2025)

LGFMDA: miRNA-Disease Association Prediction with Local and Global Feature Representation Learning. - Chunyang Jiang; Yuanbo Guo; Linlin Zhang 005; Xuehua Bi; Kai Zhao 010 (ISBRA (2), 2025)

Prediction of High-Altitude Pulmonary Edema Based on Resampling and Ensemble Learning. - Saisai Ma; Xuehua Bi; Linlin Zhang 005; Haifeng Xu; Kai Zhao 010 (ISBRA (2), 2025)

ESGC-MDA: Identifying miRNA-Disease Associations Using Enhanced Simple Graph Convolutional Networks. - Xuehua Bi; Chunyang Jiang; Cheng Yan; Kai Zhao 010; Linlin Zhang 005; Jian-Xin Wang 001 (IEEE Trans. Comput. Biol. Bioinform., 2025)

Unknown Cyber Threat Discovery Empowered by Genetic Evolution Without Prior Knowledge. - Wenbo Fang; Junjiang He; Wenshan Li 001; Wengang Ma; Linlin Zhang 005; Xiaolong Lan; Geying Yang; Jiangchuan Chen; Tao Li 016 (IEEE Trans. Inf. Forensics Secur., 2025)

Exploratory Detection of Unknown Cyber-Attacks via Evolutionary Strategy and Machine Learning. - Wenbo Fang; Gang Li; Sunjun Liu; Linlin Zhang 005; Menghao Ao; Qikai Wang; Junjiang He (IEEE Trans. Inf. Forensics Secur., 2026)