Jiayuan Chen

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 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. 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.

Interests
  • Human Digital Twin
  • Network Resource Management
  • Edge Intelligence
  • Tactile Internet
  • Data-Driven Optimization and Learning
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

News

[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
We have submitted the newly generative artificial intelligence (GAI)-driven HDT related survey paper to IEEE Internet of Things. Good luck!

[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

A3 Foresight Program Workshop 2023

07 October, 2023
I gave a presentation at A3 Foresight Program Workshop: International Joint Workshop on Intelligent IoT Key Technology 2023, which was held in Nanjing, China.

Presentation 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.
18 July, 2023
After approximately 1 month of iterative discussions and revisions, we have submitted the magazine paper to IEEE Network. Good luck!

[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
After 13 days of hard work, we have finished the revision work of the HDT-related survey paper, and resubmitted it to IEEE COMST. Good luck!

[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, 2023
Junjie Wu@SmilinNet and I have begun to collaborate with Samuel D. Okegbile.

Samuel 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
After 1 month of hard work (25/04-28/05), we have finished the initial draft of the magazine paper.

[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
The HDT-related survey paper got the resubmit result again (with 2 Minor, 1 Resubmit).

[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
I begin to compose an AIGC and HDT related magazine paper.

[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
I have begun to focus on the integration of Mobile Artificial Intelligence-Generated Content (AIGC) and Human Digital Twin (HDT) in the personalized healthcare application.
16 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!
14 April, 2023
Our collaboration work has been submitted to IEEE Newtork. Good luck!

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, 2023
The collaboration work luckly got a major revision chance from IEEE JSAC.

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”.

20 March, 2023
After over 2 months of hard work, we have finished the revision of the HDT-related survey paper, and we have resubmitted to IEEE COMST. Hope it is lucky!

[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, 2023
My Master's Thesis got the double-blind scores: Excellent (90) and Good (86).

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”.

16 February, 2023
After several day's hard work, we have finished the major revision work and submitted it back to IEEE IoTJ.

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”.

08 February, 2023
Our paper got a major revision chance.

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”.

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, 2023
I have begun to deeply collaborate with Hao Xiang@SmilinNet and Kun Wu@SmilinNet.

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”.

17 January, 2023
Thanks to the reviewers for giving our HDT-related paper a chance to resubmit.

[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, 2023
I have participated in a Ph.D. online interview (due to COVID-19) of the College of Computer Science and Technology at NUAA.
04 January, 2023
I have finished my Master‘s Thesis after around 2 months of hard work.

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”.

29 December, 2022
The collaboration work has been submitted to IEEE Journal on Selected Areas in Communications (JSAC)

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”.

01 December, 2022
The collaboration has been submitted to IEEE Internet of Things Journal (IoTJ)

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”.

01 December, 2022
I have begun to prepare my Master‘s Thesis.

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”.

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
I have submitted an IEEE ICC 2023 paper.

[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
After several day's revision, we has finished the major revision of the IEEE TVT paper and submitted it.

[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, 2022
Hao Zheng@SmilinNet, NUAA, and I has begun to collaborate with Samuel D. Okegbile@Concordia University.

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 October, 2022
After 3 months' hard work, the HDT-related survey paper was done, and has been submitted to IEEE Communications Surveys & Tutorials (COMST).

[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
Thanks to the editor and reviewers' for their high efficiency! The IEEE TVT paper got a major revision chance.

[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, 2022
I have begun to deeply collaborate with Jialiuyuan Li@SmilinNet Research Group, NUAA.

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”.

21 August, 2022
After several days' revision, we have resubmitted the rejected paper to another IEEE Trans., IEEE Transactions on Vehicular Technology (TVT). Good luck, again!

[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
So Sad >_< !! Our paper has been rejected by IEEE TCCN.

[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
I begin to compose the first Human Digital Twin (HDT)-related survey paper.

[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, 2022
The collaboration work has been submitted.

Samuel 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.
01 May, 2022
I have submitted my first IEEE Trans. paper to IEEE Transactions on Cognitive Communications and Networking (TCCN). Wish it good luck!

[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, 2022
I have begun to collaborate with Samuel D. Okegbile@Concordia University, Canada.

Samuel 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, 2022
After 10 months of hard work, I have submitted my first research paper to the 2022 IEEE International Conference on Communications (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”.

10 October, 2021
I am delighted to join the College of Computer Science and Technology at Nanjing University of Aeronautics and Astronautics (NUAA), China, as a Master's student. I feel fortunate to be the first student under the guidance of Prof. Changyan Yi. My research journey has just begun!
01 September, 2020

My Hobbies

Travel, Basketball, Swimming, Badminton, Guandan (掼蛋), Majiang (麻将).


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