科研学术
Scientific Research
夏有华
  • 职位 : 特聘副研究员
  • 教育背景 :2023.03-至今 人工智能与数字经济广东省实验室(深圳) 研究员
  • 研究领域 : 大型语言模型,强化学习,车联网,智能交通,机器学习,区块链和隐私保护
  • 工作经历及教育背景

    2022年12月毕业于武汉大学,获计算机科学博士学位


    2016年6月毕业于福建师范大学,获计算机应用技术硕士学位


  • 学术任职:

    中国计算机学会网络与数据通信专委委员


  • 代表性成果:

    1. Xia Y, Wu L, Zheng X, Yu T, Jin J. Data Dissemination With Trajectory Privacy Protection for 6G-Oriented Vehicular Networks[J]. IEEE Internet of Things Journal, 2022, 9(21): 21469-21480.


    2. Xia Y, Zhang T, Wu L, Zheng X, Jin J. Privacy-Preserving Data Scheduling in Incentive-Driven Vehicular Network[J]. IEEE Internet of Things Journal, 2022, 9(22): 22669-22681.


    3. Xia Y, Wu L, Wang Z, Zheng X, Jin J. Cluster-enabled cooperative scheduling based on reinforcement learning for high-mobility vehicular networks[J]. IEEE Transactions on Vehicular Technology, 2020, 69(11): 12664-12678.


  • 发表论文论著:

    1. Xia Y, Wu L, Zheng X, Yu T, Jin J. Data Dissemination With Trajectory Privacy Protection for 6G-Oriented Vehicular Networks[J]. IEEE Internet of Things Journal, 2022, 9(21): 21469-21480.

    2. Xia Y, Zhang T, Wu L, Zheng X, Jin J. Privacy-Preserving Data Scheduling in Incentive-Driven Vehicular Network[J]. IEEE Internet of Things Journal, 2022, 9(22): 22669-22681.

    3. Xia Y, Wu L, Wang Z, Zheng X, Jin J. Cluster-enabled cooperative scheduling based on reinforcement learning for high-mobility vehicular networks[J]. IEEE Transactions on Vehicular Technology, 2020, 69(11): 12664-12678.

    4. Xia Y, Wu L, Jin J, et al. Privacy-aware key task scheduling in vehicular networks based on incentive mechanism[C]//2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS). IEEE, 2020: 1030-1035.

    5. Dibaei M, Zheng X, Xia Y, et al. Investigating the prospect of leveraging blockchain and machine learning to secure vehicular networks: A survey[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 23(2): 683-700.

  • 申请专利:

    1. 吴黎兵,夏有华,王志波,夏振厂. 一种基于激励机制的车联网隐私感知数据调度方法 申请(专利)号:CN202010111580.7 申请公布号:CN111314883A