副教授/Associate Professor
边缘智能 , 人工智能 , 联邦学习 , 机器学习 , 分布式计算
石方,女,博士,副教授,硕士生导师。主要研究方向包括人工智能、边缘智能、联邦学习、机器学习,目前已在IEEE Transactions on Mobile Computing、IEEE Transactions on Wireless Communications、IEEE Internet of Things Journal、ACM Computing Surveys、IEEE Transactions on Industrial Informatics、International Journal of Intelligent Systems、ACM Transactions on Internet Technology、 Computer Communications、Wireless Communications and Mobile Computing、Physical Communication、计算机研究与发展、软件学报等核心期刊、会议上发表学术论文十余篇,文章总引用数已超两百余次。
2019.09-2023.09 华南理工大学 计算机科学与技术 博士
2016.09-2019.06 广州大学 计算机技术 硕士
2012.09-2016.06 海南师范大学 教育技术学 学士
2024.01-至今 华南农业大学 首聘副教授
[1] Shi, Fang, Lin, Weiwei*, Wang, Xiumin, Li, Keqin, Zomaya, Albert Y.. The Analysis and Optimization of Volatile Clients in Over-the-Air Federated Learning. IEEE Transactions on Mobile Computing, 2024, doi: 10.1109/TMC.2024.3427709. (CCF A )
[2] Shi Fang, Lin Weiwei, Fan Lisheng, Lai, Xiazhi, Wang, Xiuming. Efficient client selection based on contextual combinatorial multi-arm bandits[J]. IEEE Transactions on Wireless Communications, 2023, 22(8),5265-5277. (中科院1区Top,IF:10.4)
[3] Shi Fang, Hu Chunchao, Lin Weiwei, Fan, Lisheng, Huang, Tiansheng, Wu, Wentai. VFedCS: Optimizing. client selection for volatile federated learning[J]. IEEE Internet of Things Journal, 2022, 9(24): 24995-25010. (中科院1区Top,IF:10.6)
[4] Lin Weiwei, Shi Fang*, Wu Wentai, Li Keqin, Wu Gangxin, MOHAMMED A. A. A taxonomy and survey of power models and power modeling for cloud servers[J]. ACM Computing Surveys (CSUR), 2020, 53(5): 1-41. (中科院1区Top,IF:16.6)
[5] Shi Fang, Fan Lisheng, Lai Xiazhi, Chen Yuehong, Lin Weiwei. A hierarchical caching strategy in content delivery network. Computer Communications. 2021, 179: 92-101. (JCR1区,IF:6.0)
[6] Shi Fang, Weiqiang Tan, Junjuan Xia, Xie, Dongqing, Fan, Lisheng, Liu, Xin. Hybrid Cache Placement for Physical-Layer Security in Cooperative Networks, IEEE Access, 2018, 6: 8098–8108.
[7] Shi Fang, Fan Lisheng, Liu, Xin, Na, Zhenyu, Liu, Yanchen. Probabilistic Caching Placement in the Presence of Multiple Eavesdroppers, Wireless Communications and Mobile Computing, vol. 2018, Article ID 2104162, 10 pages.
[8] Shi Fang, Junjuan Xia, Na, Zhenyu, Liu, Xin, Ding Yunfei, Wang Zhi. Secure probabilistic caching in random multi-user multi-UAV relay networks. Physical Communication, 2019, 32: 31-40.
[9] 林伟伟; 石方; 曾岚; 李董东; 许银海; 刘波. 联邦学习开源框架综述[J]. 计算机研究与发展, 2023, 60(7): 1551-1580.