Jiayuan Chen
PhD Candidate in Computer Science and Technology
Nanjing University of Aeronautics and Astronautics
Hi! I am Jiayuan Chen (陈嘉源)
I am currently a second-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. Changyan Yi at the SmilinNet (smart mobile innovative networking) research group. My research is primarily focused on Human Digital Twin (HDT) from the perspective of Communication Networks. This involves exploring the integration of various networking technologies, including Network Resource Management, Edge Computing and Edge Intelligence, and Tactile Internet.
- Digital Twin
- Network Resource Management
- Edge Intelligence
- Data-Driven Optimzation and Learning
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PhD in Computer Science and Technology, In Progress, 2023-Present
Nanjing University of Aeronautics and Astronautics
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MEng in Computer Technology, 2023
Nanjing University of Aeronautics and Astronautics
[Award]
My Master's degree thesis got the distinguished thesis award (NUAA).Jiayuan Chen, “面向工业无线可充电传感网络的移动充电车调度优化研究”.
06 April, 2024[Paper Accepetd]
Our collaboration work has been accepetd by IEEE Internet of Things Journal (IF: 10.6, Q1).Samuel D. Okegbile, Jun Cai, Jiayuan Chen, and Changyan Yi, “A Reputation-Enhanced Shard-Based Byzantine Fault-Tolerant Scheme for Secure Data Sharing in Zero Trust Human Digital Twin Systems”.
25 March, 2024[Paper Accpeted]
Our paper has been accepted by IEEE Network (IF:9.3, Q1)![J.3]: Jiayuan Chen, Changyan Yi, Hongyang Du, Dusit Niyato, Jiawen Kang, Jun Cai, and Xuemin (Sherman) Shen, “A Revolution of Personalized Healthcare: Enabling Human Digital Twin with Mobile AIGC”.
12 February, 2024[J.4]: Jiayuan Chen, You Shi, Changyan Yi, Hongyang Du, Jiawen Kang, and Dusit Niyato, “Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey”.
22 January, 2024[Paper Accepetd]
Our collaboration work has been accepetd by IEEE Wireless Communications and Networking Conference (WCNC) 2024 (CCF C).Jialiuyuan Li, Jiayuan Chen, Changyan Yi, Tong Zhang, Kun Zhu and Jun Cai, “Energy-Efficient UAV Swarm Assisted MEC with Dynamic Clustering and Scheduling”.
24 December, 2023A3 Foresight Program Workshop 2023
07 October, 2023Presentation Title: "Enabling Edge Computing for Human Digital Twin: Experimental Testbed and Case Studies".
21 September, 2023[Highlight News]
[Paper Accpeted]
After more than a year of hard work, our first HDT-related survey paper has been accepted by IEEE Communications Surveys and Tutorials (IEEE COMST, IF:35.6, Q1)!IEEE COMST is the highest impact factor journal of IEEE.
[J.2]: Jiayuan Chen, Changyan Yi, Samuel D. Okegbile, and Jun Cai, “Networking Architecture and Key Technologies for Human Digital Twin in Personalized Healthcare: A Comprehensive Survey”.
21 August, 2023[Paper Accepetd]
Our collaboration work has been accepetd by IEEE Journal on Selected Areas in Communications (IF:16.4, Q1, CCF A).Samuel D. Okegbile, Jun Cai, Hao Zheng, Jiayuan Chen, and Changyan Yi, “Differentially Private Federated Multi-Task Learning Framework for Enhancing Human-to-Virtual Connectivity in Human Digital Twin”.
04 August, 2023[Highlight News]
I am beginning to take an interest in Distributionally Robust Optimization (DRO), and it's application in human digital twin from the networking perspective.[J.3]: Jiayuan Chen, Changyan Yi, Hongyang Du, Dusit Niyato, Jiawen Kang, Jun Cai, and Xuemin (Sherman) Shen, “A Revolution of Personalized Healthcare: Enabling Human Digital Twin with Mobile AIGC”.
13 July, 2023[J.2]: Jiayuan Chen, Changyan Yi, Samuel D. Okegbile, and Jun Cai, “Networking Architecture and Key Supporting Technologies for Human Digital Twin in Personalized Healthcare: A Comprehensive Survey”. (PS: The title has been changed.)
23 June, 2023Samuel D. Okegbile, Jun Cai, Junjie Wu, Jiayuan Chen, and Changyan Yi, “A prediction-enhanced physical-to-virtual twin connectivity framework for human digital twin”.
13 June, 2023[J.3]: Jiayuan Chen, Changyan Yi, Hongyang Du, Dusit Niyato, Jiawen Kang, Jun Cai, and Xuemin (Sherman) Shen, “A Revolution of Personalized Healthcare: Enabling Human Digital Twin with Mobile AIGC”.
28 May, 2023[J.2]: Jiayuan Chen, Changyan Yi, Samuel D. Okegbile, and Jun Cai, “Networking Architecture and Key Technologies for Human Digital Twin in Personalized Healthcare: A Comprehensive Survey”.
27 April, 2023[J.3]: Jiayuan Chen, Changyan Yi, Hongyang Du, Dusit Niyato, Jiawen Kang, Jun Cai, and Xuemin (Sherman) Shen, “A Revolution of Personalized Healthcare: Enabling Human Digital Twin with Mobile AIGC”.
25 April, 2023[Highlight News]
I joined the College of Computer Science and Technology at NUAA, China, as a Ph.D. student. A new journey began!Hao Xiang, Kun Wu, Jiayuan Chen, Changyan Yi, Jun Cai, Dusit Niyato, and Xuemin (Sherman) Shen, “Edge Computing Empowered Tactile Internet for Human Digital Twin: Visions and Case Study”.
11 April, 2023[Paper Accpeted]
The collaboration work has been accepetd by IEEE Internet of Things Journal (IF: 10.6, Q1).Jialiuyuan Li, Changyan Yi, Jiayuan Chen, Kun Zhu, and Jun Cai, “Joint Trajectory Planning, Application Placement and Energy Renewal for UAV-Assisted MEC: A Triple-Learner Based Approach”.
26 March, 2023Samuel D. Okegbile, Jun Cai, Hao Zheng, Jiayuan Chen, and Changyan Yi, “Differentially Private Federated Multi-Task Learning Framework for Enhancing Human-to-Virtual Connectivity in Human Digital Twin”.
20 March, 2023[J.2]: Jiayuan Chen, Changyan Yi, Samuel D. Okegbile, and Jun Cai,“Networking Architecture and Key Technologies for Human Digital Twin in Personalized Healthcare: A Comprehensive Survey”. (PS: The title has been changed.)
16 March, 2023[Highlight News]
I have successfully defended my Master's degree.Jiayuan Chen, “面向工业无线可充电传感网络的移动充电车调度优化研究”.
15 March, 2023Jiayuan Chen, “面向工业无线可充电传感网络的移动充电车调度优化研究”.
16 February, 2023Jialiuyuan Li, Changyan Yi, Jiayuan Chen, Kun Zhu, and Jun Cai, “Joint Trajectory Planning, Application Placement and Energy Renewal for UAV-Assisted MEC: A Triple-Learner Based Approach”.
08 February, 2023Jialiuyuan Li, Changyan Yi, Jiayuan Chen, Kun Zhu, and Jun Cai, “Joint Trajectory Planning, Application Placement and Energy Renewal for UAV-Assisted MEC: A Triple-Learner Based Approach”.
23 January, 2023[Paper Accpeted]
Our paper has been accepted by IEEE ICC 2023.[Conf.2, IEEE ICC 2023]: Jiayuan Chen, Changyan Yi, Jialiuyuan Li, Kun Zhu, and Jun Cai, “A Triple Learner Based Energy Efficient Scheduling for Multi-UAV Assisted Mobile Edge Computing”.
19 January, 2023Hao Xiang, Kun Wu, Jiayuan Chen, Changyan Yi, Jun Cai, Dusit Niyato, and Xuemin (Sherman) Shen, “Edge Computing Empowered Tactile Internet for Human Digital Twin: Visions and Case Study”.
17 January, 2023[J.2]: Jiayuan Chen, Changyan Yi, Samuel D. Okegbile, and Jun Cai,“Networking Technologies for Enabling Human Digital Twin in Personalized Healthcare Applications: A Comprehensive Survey”.
04 January, 2023Jiayuan Chen, “面向工业无线可充电传感网络的移动充电车调度优化研究”.
29 December, 2022Samuel D. Okegbile, Jun Cai, Hao Zheng, Jiayuan Chen, and Changyan Yi, “Differentially Private Federated Multi-Task Learning Framework for Enhancing Human-to-Virtual Connectivity in Human Digital Twin”.
01 December, 2022Jialiuyuan Li, Changyan Yi, Jiayuan Chen, Kun Zhu, and Jun Cai, “Joint Trajectory Planning, Application Placement and Energy Renewal for UAV-Assisted MEC: A Triple-Learner Based Approach”.
01 December, 2022Jiayuan Chen, “面向工业无线可充电传感网络的移动充电车调度优化研究”.
10 November, 2022[Paper Accpeted]
My first IEEE Trans. paper has been accepted by IEEE TVT (IF: 6.8, Q1)[J.1, IEEE TVT]: Jiayuan Chen, Changyan Yi, Ran Wang, Kun Zhu, and Jun Cai, “Learning Aided Joint Sensor Activation and Mobile Charging Vehicle Scheduling for Energy-Efficient WRSN-Based Industrial IoT”.
04 November, 2022[Conf.2]: Jiayuan Chen, Changyan Yi, Jialiuyuan Li, Kun Zhu, and Jun Cai, “A Triple Learner Based Energy Efficient Scheduling for Multi-UAV Assisted Mobile Edge Computing”.
31 October, 2022[J.1]: Jiayuan Chen, Changyan Yi, Ran Wang, Kun Zhu, and Jun Cai, “Learning Aided Joint Sensor Activation and Mobile Charging Vehicle Scheduling for Energy-Efficient WRSN-Based Industrial IoT”.
18 October, 2022Samuel D. Okegbile, Jun Cai, Hao Zheng, Jiayuan Chen, and Changyan Yi, “Differentially Private Federated Multi-Task Learning Framework for Enhancing Human-to-Virtual Connectivity in Human Digital Twin”.
04 October, 2022[J.2]: Jiayuan Chen, Changyan Yi, Samuel D. Okegbile, and Jun Cai, “Networking Technologies for Enabling Human Digital Twin in Personalized Healthcare Applications: A Comprehensive Survey”.
29 September, 2022[J.1]: Jiayuan Chen, Changyan Yi, Ran Wang, Kun Zhu, and Jun Cai, “Learning Aided Joint Sensor Activation and Mobile Charging Vehicle Scheduling for Energy-Efficient WRSN-Based Industrial IoT”.
16 September, 2022Jialiuyuan Li, Changyan Yi, Jiayuan Chen, Kun Zhu, and Jun Cai, “Joint Trajectory Planning, Application Placement and Energy Renewal for UAV-Assisted MEC: A Triple-Learner Based Approach”.
21 August, 2022[J.1]: Jiayuan Chen, Changyan Yi, Ran Wang, Kun Zhu, and Jun Cai, “Learning Aided Joint Sensor Activation and Mobile Charging Vehicle Scheduling for Energy-Efficient WRSN-Based Industrial IoT”.
16 August, 2022[J.1]: Jiayuan Chen, Changyan Yi, Ran Wang, Kun Zhu, and Jun Cai, “Learning Aided Joint Sensor Activation and Mobile Charging Vehicle Scheduling for Energy-Efficient WRSN-Based Industrial IoT”.
10 August, 2022[J.2]: Jiayuan Chen, Changyan Yi, Samuel D. Okegbile, and Jun Cai,“Networking Technologies for Enabling Human Digital Twin in Personalized Healthcare Applications: A Comprehensive Survey”.
17 June, 2022Samuel D. Okegbile, Jun Cai, Jiayuan Chen, and Changyan Yi, “Shard-based and Reputation-enhanced Byzantine Fault-tolerant Scheme for Secure Data Sharing in Latency-sensitive Applications”.
18 May, 2022[Highlight News]
I begin to turn to the topic of Human Digital Twin (HDT), an exciting idea derived by Prof. Jun Cai, Prof. Xuemin (Sherman) Shen and Prof. Changyan Yi.[J.1]: Jiayuan Chen, Changyan Yi, Ran Wang, Kun Zhu, and Jun Cai, “Learning Aided Joint Sensor Activation and Mobile Charging Vehicle Scheduling for Energy-Efficient WRSN-Based Industrial IoT”.
10 April, 2022Samuel D. Okegbile, Jun Cai, Jiayuan Chen, and Changyan Yi, “Shard-based and Reputation-enhanced Byzantine Fault-tolerant Scheme for Secure Data Sharing in Latency-sensitive Applications”.
30 March, 2022[Highlight News]
[Paper Accpeted]
My fisrt research paper has been accepted by IEEE ICC 2022! This milestone greatly inspires me in doing research![Conf.1, IEEE ICC 2022]: Jiayuan Chen, Changyan Yi, Ran Wang, Kun Zhu, and Jun Cai, “A Joint Optimization of Sensor Activation and Mobile Charging Scheduling in Industrial Wireless Rechargeable Sensor Networks”.
19 January, 2022Jiayuan Chen, Changyan Yi, Ran Wang, Kun Zhu, and Jun Cai, “A Joint Optimization of Sensor Activation and Mobile Charging Scheduling in Industrial Wireless Rechargeable Sensor Networks”.
10 October, 2021Human Digital Twin
Human Digital Twin (HDT) is a recently defined concept, which characterizes the replication of individual human body in the virtual space while reflecting its physical status both psychologically and physiologically in real time.
My Hobbies
Travel, Basketball, Swimming, Badminton, Guandan (掼蛋), Majiang (麻将).