研究方向：社交网络、影响力最大化、次线性期望下的收敛性
办公邮箱：liangziwei@gpnu.edu.cn
个人简介：广东技术师范大学计算机科学学院专任教师，主要从事社交网络信息传播与影响力最大化方向的研究。近年来在该领域发表多篇高水平论文，均被SCI 收录，并参与多项国家自然科学基金项目研究工作。
教育背景：2025年在哈尔滨工业大学（深圳）计算机科学与技术学院获博士学位
代表性科研项目：
1.深圳市高等院校稳定支持项目(GXWD2020123015542700320200822080602001)：社交网络中利润最大化问题关键技术研究，项目组成员。
2.国家自然科学基金面上项目(62172124)：基于扫描覆盖的无线多跳网络的关键技术研究，项目参与者。
3.深圳市科技计划项目(JCYJ20190806143011274)：移动边缘计算中服务资源调度关键技术研究，项目参与者。
4.国家自然科学基金(12061028)：单指标变系数模型两类惩罚估计量的极限理论研究，项目组成员。
5.国家自然科学基金(11661029)：有限阶矩检验统计量及其极限理论研究，项目组成员。
6.广西自然科学基金重点项目(2018GXNSFAA281011)：非随机化假设检验统计量及统计建模研究，项目组成员。
代表论文：
1.Ziwei Liang, Jiancong Liu, Hongwei Du, Chen Zhang. MECIM: Multi-entity evolutionary competitive influence maximization in social networks[J]. Expert Systems with Applications, 2025, 270: 126436. (SCI: Q1 Top, IF=7.5)
2.Ziwei Liang, Qiang He, Hongwei Du, Wen Xu. Targeted influence maximization in competitive social networks. Information Sciences. 2023, 619:390-405. (SCI: Q1 Top, IF:8.1)
3.Ziwei Liang, He Yuan, Hongwei Du. Two-stage pricing strategy with price discount in online social networks. Theoretical Computer Science.2021, 882: 1-14. (SCI: Q4, CCF: B)
4.Zhilong Liu,Ziwei Liang, Hongwei Du∗, Wen Xu. Location promoting influence maximization in social networks[J]. IEEE Transactions on Computational Social Systems. (JCR：Q1, IF=4.5)
5.Qiang He, Hongwei Du,Ziwei Liang. Positive Influence Maximization in Signed Networks Within a Limited Time[J]. IEEE Transactions on Computational Social Systems. (2022). (SCI: Q2)
6.Jiancong Liu, Zhiheng You,Ziwei Liang, Hongwei Du∗. User-driven competitive influence maximization in social networks[J]. Theoretical Computer Science, 2024,1018: 114813. (IF=0.9, CCF-B )
7.Zhiheng You, Hongwei Du,Liang Ziwei. A Two-stage Seeds Algorithm for Competitive Influence Maximization considering User Demand, 17th International Conference, COCOA 2023, Proceedings.
8.Ziwei Liang, Qunying Wu. Several Different Types of Convergence for ND Random Variables under Sub-linear Expectations[J]. Discrete Dynamics in Nature and Society 2021(2021). (SCI: Q4)
9.Ziwei Liang, Qunying Wu. Complete Choquet integral convergence under sub-linear expectations[J]. Advances in Mathematics. 2021, Vol. 50(4): 629-640. (Chinese core journal criterion of PKU)
10.Ziwei Liang, Qunying Wu. Complete convergence of ND random variables under sub-linear expectations. the First Graduate Forum of the CSAA and the 7th International Academic Conference for Graduates of NUAA, 2019.11
11.Ziwei Liang, Qunying Wu. Theorems of complete convergence and complete integral convergence for END random variables under sub-linear expectations[J]. Journal of Inequalities and Applications, 2019, 2019(1). (JCR: Q1)
