人工智能与数据科学
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向彬
特任副研究员
向彬,特任副研究员。2021年博士毕业于意大利米兰理工大学,博士期间作为玛丽居里学者参与欧盟MSCA项目,后续在米兰理工大学及法国国家科学研究中心(CNRS)新加坡CREATE研究院从事博士后研究工作。目前共发表论文20余篇,以第一作者和通讯作者身份发表论文10余篇,其中包括KDD、TCC、CAiSE等行业顶级及高质量期刊会议论文,多次获得国际学术会议奖项(如CAiSE最佳探索论文奖)。
电子邮箱:bin.xiang@ustc.edu.cn
联系地址:中国科学技术大学苏州高等研究院思贤楼324
主要研究方向:数据挖掘,运筹优化,博弈论,云计算
部分学术论文:
[1] B. Xiang, B. Cautis, X. Xiao, and L. V. S. Lakshmanan, “Hyperparametric influence minimization: Feature-driven intervention beyond blocking,” in Proceedings of the 31th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), to appear, 2025.
[2] B. Xiang, B. Cautis, X. Xiao, O. Mula, D. Niyato, and L. V. S. Lakshmanan, “Predicting cascading failures with a hyperparametric diffusion model,” in Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024.
[3] B. Xiang, J. Elias, F. Martignon, E. Di Nitto, and D. Niyato, “Game Theoretic Resource Planning and Request Scheduling in Mobile Edge Computing Networks,” in IFIP Networking Conference (IFIP Networking), 2023.
[4] M. Chiari, B. Xiang*, G. N. Nedeltcheva, et al., “Doml: A new modelling approach to infrastructure-as-code,” in International Conference on Advanced Information Systems Engineering (CAiSE), Springer, 2023.
[5] B. Xiang, J. Elias, F. Martignon, and E. Di Nitto, “Joint Planning of Network Slicing and Mobile Edge Computing: Models and Algorithms,” IEEE Transactions on Cloud Computing, 2021.
[6] B. Xiang, J. Elias, F. Martignon, and E. Di Nitto, “Resource calendaring for mobile edge computing: Centralized and decentralized optimization approaches,” Computer Networks, vol. 199, p. 108 426, 2021.
[7] B. Xiang, J. Elias, F. Martignon, and E. Di Nitto, “Resource Calendaring for Mobile Edge Computing in 5G Networks,” in IEEE International Conference on Communications (ICC), 2021.