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杨亚芳
最终学位:硕士研究生
导师类型:
电子邮箱:yangyafang@sxu.edu.cn
研究方向:联邦学习、普适计算、移动感知
  • 个人简介
  • 学术论文
  • 科研项目

杨亚芳,硕士,讲师,主要研究方向为普适计算、联邦学习和移动感知。

近年来,先后在PAUC、Ad Hoc Network、JAIHC、TPCI、ICPADS 等国际国内重要学术刊物和会议上发表学术论文5余篇。

[1] Yang Yafang; Guo Bin; Wang Zhu; Li Mingyang; Yu Zhiwen; Zhou Xingshe ; BehaveSense: Continuous authentication for security-sensitive mobile apps using behavioral biometrics, AD HOC NETWORKS, 2019, 84(84): 9-18

[2] Yafang Yang; Bin Guo; Yunji Liang; Zhiwen Yu ; Detection of Behavior Aging from Keystroke Dynamics, 2021 IEEE 27th International Conference on Parallel and Distributed Systems (ICPADS), 北京, 2021-12-14至2021-12-16.

[3]  Yafang Yang; Bin Guo; Yunji Liang; Kaixing Zhao; Zhiwen Yu ; Device adaptation free-KDA based on multi-teacher knowledge distillation, Journal of Ambient Intelligence and Humanized Computing , 2024, 5: 3603-3615.

[4]  Yang, Yafang; Guo, Bin; Zhao, Kaixing; Liang, Yunji; Li, Nuo; Yu, Zhiwen ; MELPD- Detector: Multi-level ensemble learning method based on adaptive data augmentation for Parkinson disease detection via free-KD, CCF TRANSACTIONS ON PERVASIVE COMPUTING AND INTERACTION, 2024, 6(2): 182-198

[5]  Yafang Yang; Bin Guo; Yunji Liang; Kaixing Zhao; Zhiwen Yu ; Cross-device free-text keystroke dynamics authentication using federated learning, Personal and Ubiquitous Computing, 2024, 28: 491-505

[1] 山西大学, 学校科研项目, 2024L031, 基于群智感知的深度学习桥梁铰缝损伤检测方法研究, 2024-08 至 2026-08, 2万元, 在研, 主持

[2] 山西大学, 学校科研项目, 138541076, 2024年度课程思政示范课程培育项目, 2024-05 至 2025-05, 1万元, 在研, 参与