近年来主持国家自然科学基金、江西省自然科学基金、福建省自然科学基金等科研课题,发表学术论文30余篇。 指导学生发表论文情况(第一作者均为本人所指导的硕士生): (1) Mingyue Kong,Yinglong Zhang,Likun Sheng, Kaifeng Hong. Citation structural diversity: a novel metric combining structure and semantics for literature evaluation. Scientometrics, 2025, 130, 4027–4060 SCI (2) Yinglong Zhang; Shangying Yang; Mingyue Kong; Xuewen Xia; Xing Xu.Double negative sampled graph adversarial representation learning with motif-based structural attention network. Neurocomputing, 2025, 619: 1-15 SCI (与指导学生共同1作) (3) Jiawei E; Yinglong Zhang; Xuewen Xia; Xing Xu.TANGNN: A concise, scalable and effective graph neural networks with Top-m attention mechanism for graph representation learning. Expert Systems With Applications, 2025, 271: 1-21 SCI (4)Jiawei E;Yinglong Zhang;Shangying Yang;Xuewen Xia and Xing Xu.GraphSAGE++:Weighted Multi-scale GNN for Graph Representation Learning. Neural Processing Letters, 2024,56(24):1-25. SCI (5)Shangying Yang;Yinglong Zhang;Jiawei E;Xuewen Xia;Xing Xu. Preserving node similarity adversarial learning graph representation with graph neural network. Engineering Reports. 2024,e12854:1-21 EI、ESCI (6) 鲁英杰, 盛立琨, 张应龙. 面向文献评价的引文网络结构多样性研究 . 计算机应用研究, 2024, 41 (2): 408-414. CSCD (7) Mengcen Ouyang, Yinglong Zhang, Xuewen Xia and Xing Xu, GraRep++: Flexible Learning Graph Representations with Weighted Global Structural Information, IEEE Access, 2023,11:98217-98229. SCI (8)陈燕兵,张应龙;联合图的全局和局部互信息的重叠社团检测算法. 计算机应用研究,2023,40(08):2375-2381. CSCD (9)陈燕兵,张应龙;图重构下大规模网络的社团检测算法.计算机应用研究,2023,40(02):470-475. CSCD (10)欧阳勐涔,张应龙,夏学文,徐星;保留低阶和高阶关系的图表示深度学习集成算法,计算机应用研究,2023,40(04):1130-1136. CSCD (11)鲁英杰,张应龙; 基于社会网络的结构多样性研究综述. 数据分析与知识发现,2022,08,1-11. CSSCI、CSCD (12) Zhao Ming; Zhang Yinglong; GAN‐based deep neural networks for graph representation learning. Engineering Reports, 2022, 4,1-14. EI、ESCI (13) Zhao Ming; Zhang Yinglong; Xia Xuewen; Xu Xing; Motif-Aware Adversarial Graph Representation Learning. IEEE ACCESS, 2022, 10:8617-8626. SCI |