Academic Qualification

Ph.D. in Computer Networking, The University of Hong Kong

M.Phil. in Computer Science and Engineering, The Hong Kong University of Science and Technology

B.Eng. in Network Engineering, Sun Yat-sen University

Teaching Area

Computer networking

Advanced topics in communications

Online learning and optimization

Research Area

Networking and communications

Machine learning for networks/networks for machine learning

Online learning (such as multi-armed bandits, reinforcement learning) and its applications

Edge/Cloud computing

Control systems

Professional Services

Reviewer, IEEE Transactions on Mobile Computing (TMC)

Reviewer, IEEE Journal on Selected Areas in Communications (JSAC)

Reviewer, IEEE Network

Reviewer, IEEE Transactions on Cognitive Communications and Networking (TCCN)

Reviewer, IEEE Internet of Things Journal

Reviewer, Elsevier Computer Communications

TPC Member, IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS) 2024

TPC Member, IEEE International Conference on High Performance Computing and Communications (HPCC) 2024

Working Experience

Sept. 2024 ~ present, Associate Professor, School of Computer Science and Engineering, Faculty of Innovation Engineering, MUST

Jan. 2019 ~ Jun. 2024, Senior Researcher, Huawei Hong Kong Research Center

Jun. 2018 ~ Dec. 2018, Post-Doctoral Fellow, Department of Electrical and Electronic Engineering, The University of Hong Kong

Aug. 2011 ~ Jun. 2014, Software Engineer, Asia Pacific R&D Center, Harmonic Inc. (NASDAQ: HLIT)

Academic Publication (selected)

Note: * denotes the corresponding author.

1.          Qi Shao, Jiancheng Ye*, and John C.S. Lui, Risk-Aware Multi-Agent Multi-Armed Bandits, ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), Oct. 2024. (CCF B)

2.          Xiangxiang Dai, Zhiyong Wang, Jiancheng Ye*, and John C.S. Lui, Quantifying the Merits of Network-Assist Online Learning in Optimizing Network Protocols, IEEE/ACM International Symposium on Quality of Service (IWQoS), Jun. 2024. (CCF B)

3.          Xiong Wang, Jiancheng Ye*, and John C.S. Lui, Online Learning Aided Decentralized Multi-User Task Offloading for Mobile Edge Computing, IEEE Transactions on Mobile Computing (TMC), vol. 23, no. 4, pp. 3328-3342, Apr. 2024. (CCF A, JCR Q1)

4.          Xiong Wang, Jiancheng Ye*, and John C.S. Lui, Mean Field Graph Based D2D Collaboration and Offloading Pricing in Mobile Edge Computing, IEEE/ACM Transactions on Networking (ToN), vol. 32, no. 1, pp. 491-505, Feb. 2024. (CCF A)

5.          Jiancheng Ye, Dong Lin, Kechao Cai, Chao Zhou, Jianfei He, and John C.S. Lui, Data-Driven Rate Control for RDMA Networks: A Lightweight Online Learning Approach, IEEE International Conference on Distributed Computing Systems (ICDCS), Jul. 2023. (CCF B)

6.          Xiong Wang, Jiancheng Ye*, and John C.S. Lui, Decentralized Scheduling and Dynamic Pricing for Edge Computing: A Mean Field Game Approach, IEEE/ACM Transactions on Networking (ToN), vol. 31, no. 3, pp. 965-978, Jun. 2023. (CCF A)

7.          Zhiyuan Wang, Jiancheng Ye*, Dong Lin, and John C.S. Lui, Achieving Efficiency via Fairness in Online Resource Allocation, ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), Oct. 2022. (CCF B)

8.          Zhiyuan Wang, Jiancheng Ye*, and John C.S. Lui, Towards Large-Scale Hybrid Edge Server Provision: An Online Mean Field Learning Approach, IEEE Journal on Selected Areas in Communications (JSAC), vol. 40, no. 8, pp. 2347-2360, Aug. 2022. (CCF A, JCR Q1)

9.          Jiancheng Ye, Kechao Cai, Dong Lin, Jiarong Li, Jianfei He, and John C.S. Lui, A Control-Theoretic and Online Learning Approach to Self-Tuning Queue Management, IEEE/ACM International Symposium on Quality of Service (IWQoS), Jun. 2022. (CCF B)

10.      Zhiyuan Wang, Jiancheng Ye*, Dong Lin, Yipei Chen, and John C.S. Lui, Approximate and Deployable Shortest Remaining Processing Time Scheduler, IEEE/ACM Transactions on Networking (ToN), vol. 30, no. 3, pp. 1368-1381, Jun. 2022. (CCF A)

11.      Xiong Wang, Jiancheng Ye*, and John C.S. Lui, Decentralized Task Offloading in Edge Computing: A Multi-User Multi-Armed Bandit Approach, IEEE International Conference on Computer Communications (INFOCOM), May 2022. (CCF A)

12.      Jiancheng Ye, Ka-Cheong Leung, and Steven H. Low, Combating Bufferbloat in Multi-Bottleneck Networks: Theory and Algorithms, IEEE/ACM Transactions on Networking (ToN), vol. 29, no. 4, pp. 1477-1493, Aug. 2021. (CCF A)

13.      Zhiyuan Wang, Jiancheng Ye*, and John C.S. Lui, An Online Mean Field Approach for Hybrid Edge Server Provision, ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), Jul. 2021. (CCF B)

14.      Xiong Wang, Jiancheng Ye*, and John C.S. Lui, Joint D2D Collaboration and Task Offloading for Edge Computing: A Mean Field Graph Approach, IEEE/ACM International Symposium on Quality of Service (IWQoS), Jun. 2021. (CCF B)

15.      Zhiyuan Wang, Jiancheng Ye*, Dong Lin, Yipei Chen, and John C.S. Lui, Designing Approximate and Deployable SRPT Scheduler: A Unified Framework, IEEE/ACM International Symposium on Quality of Service (IWQoS), Jun. 2021. (CCF B)

16.      Jiancheng Ye and Ka-Cheong Leung, Adaptive and Stable Delay Control for Combating Bufferbloat: Theory and Algorithms, IEEE Systems Journal, vol. 14, no. 1, pp. 1285-1296, Mar. 2020. (JCR Q1)

17.      Jiancheng Ye, Ka-Cheong Leung, Victor O.K. Li, and Steven H. Low, Combating Bufferbloat in Multi-Bottleneck Networks: Equilibrium, Stability, and Algorithms, IEEE International Conference on Computer Communications (INFOCOM), Apr. 2018. (CCF A)

18.      Jiancheng Ye, Ka-Cheong Leung, and Victor O.K. Li, Optimal Delay Control for Combating Bufferbloat in the Internet, IEEE International Conference on Communication Systems (ICCS), Dec. 2016.

19.      Jiancheng Ye and Mounir Hamdi, SRAG: A Priority-based Rate Adaptation Scheme Using Game Theory for Vehicular Networks, Journal of Internet Technology, vol. 14, no. 1, pp. 1-12, Jan. 2013.

20.      Jiancheng Ye and Mounir Hamdi, Priority-based Rate Adaptation Using Game Theory in Vehicular Networks, IEEE Global Communications Conference (GLOBECOM), Dec. 2011.

Patents

China Patent No. CN115834501A, Method and Communication Equipment for Traffic Control. (Huawei Certified High-Value Patent)

China Patent No. CN114095431A, Method and Network Equipment for Queue Management. (Huawei Certified High-Value Patent)

China Patent No. CN113542132A, Method, Apparatus, and Storage for Routing Information Dissemination.

China Patent No. CN113452729A, Method, Apparatus, and Storage for Sequence Number Determination.

Professional Certification and Awards

Huawei Central Research Institute “Innovation Pioneer” Presidential Award, 2020.

Post-Doctoral Fellowship, The University of Hong Kong, 2018.

Professional Society Membership

Senior Member, IEEE

Member, ACM