JiayuanChen

JiayuanChen

PhD Candidate in Computer Science and Technology

Nanjing University of Aeronautics and Astronautics

Biography

I am currently a first-year PhD student in Computer Science and Technology at Nanjing University of Aeronautics and Astronautics (NUAA), China. I am fortunate to be advised by Prof. Yi at the SmilinNet (smart mobile innovative networking) research group. My research interests 👼🏻 include machine learning (e.g., reinforcement learning) and mechanism design with applications in resource management and decision making for various wireless networks and mobile services including: Edge and Fog Computing, Industrial IoT, Vehicular/UAV Systems and Human Digital Twin.

Interests
  • Reinforcement Learning
  • Human Digital Twin
  • Edge and Fog Computing
  • Vehicular/UAV Systems
  • Industrial IoT
Education

  • PhD in Computer Science and Technology, In Progress, 2023-Present

    Nanjing University of Aeronautics and Astronautics

  • MEng in Computer Technology, 2023

    Nanjing University of Aeronautics and Astronautics

Publications

Conference

JiayuanChen, Changyan Yi, Jialiuyuan Li, Kun Zhu, Jun Cai (2023). A Triple Learner Based Energy Efficient Scheduling for Multi-UAV Assisted Mobile Edge Computing. In IEEE International Conference on Communications (ICC), Rome, Italy, 28 May - 01 June, 2023.

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JiayuanChen, Changyan Yi, Ran Wang, Kun Zhu, Jun Cai (2022). A Joint Optimization of Sensor Activation and Mobile Charging Scheduling in Industrial Wireless Rechargeable Sensor Networks. In IEEE International Conference on Communications (ICC), Seoul, Korea, May 16-20, 2022.

PDF Source Document

Xiang Chen, Wenjie Zhu, JiayuanChen, Tong Zhang, Changyan Yi, Jun Cai (0001). Edge Computing Enabled Real-Time Video Analysis via Adaptive Spatial-Temporal Semantic Filtering. (Under Review).

Publications

Journal

Jialiuyuan Li, Changyan Yi, JiayuanChen, Kun Zhu, Jun Cai (2023). Joint Trajectory Planning, Application Placement and Energy Renewal for UAV-Assisted MEC: A Triple-Learner Based Approach. IEEE Internet of Things Journal, Early Access (SCI 1区).

PDF Source Document

JiayuanChen, Changyan Yi, Ran Wang, Kun Zhu, Jun Cai (2022). Learning Aided Joint Sensor Activation and Mobile Charging Vehicle Scheduling for Energy-Efficient WRSN-Based Industrial IoT. IEEE Transactions on Vehicular Technology (SCI 2区 Top).

PDF Source Document

Samuel D. Okegbile, Jun Cai, Hao Zheng, JiayuanChen, Changyan Yi (0001). Differentially Private Federated Multi-Task Learning Framework for Enhancing Human-to-Virtual Connectivity in Human Digital Twin. (Under Review).

Samuel D. Okegbile, Jun Cai, JiayuanChen, Changyan Yi (0001). Shard-Based and Reputation-Enhanced Byzantine Fault-Tolerant Scheme for Secure Data Sharing in Latency-Sensitive Applications. (Under Review).

Publications

Survey/Magazine

JiayuanChen, Changyan Yi, Samuel D. Okegbile, Jun Cai, Xuemin (Sherman) Shen (2023). Networking Architecture and Key Technologies for Human Digital Twin in Personalized Healthcare: A Comprehensive Survey. (Under Review).

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Hao Xiang, Kun Wu, JiayuanChen, Changyan Yi, Jun Cai, Dusit Niyato, Xuemin (Sherman) Shen (0001). Edge Computing Empowered Tactile Internet for Human Digital Twin: Visions and Case Study. (Under Review).

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Publications

In Progress

JiayuanChen, Changyan Yi (0001). Revolutionizing Healthcare Beyond Boundaries: Mobile AIGC-Driven Human Digital Twin for Personalized Healthcare. (Magazine, In Progress).