Shengyuan Ye

Shengyuan Ye

Ph.D. in Computer Science

CSG

Biography

Dr. Ye is currently an engineer at CSG. His current research interests include AI (especially LLM Agent) for power system dispatch and control, and power dispatching automation systems.

Dr. Ye obtained his Ph.D. degree from Sun Yat-sen University under the supervision of Professor Xu Chen, and benefited immensely from the remote guidance of Professor Xiaowen Chu at HKUST(GZ). He was a visiting Ph.D. student at the AIoT Lab of The Chinese University of Hong Kong, jointly supervised by Professor Guoliang Xing. He was an intern researcher at Huawei Cloud, working on machine learning systems with Dr. Pengfei Zuo. He was an intern backend engineer at Tencent WXG and PCG.

To date, Dr. Ye has published over 20 scientific papers in leading international venues, including top-tier conferences such as MOBICOM, INFOCOM, and MOBIHOC, as well as top-tier journals such as IEEE TMC, TPDS, and COMST. His academic contributions have been recognized with several prestigious honors, including the CAST Youth Talents Support Project (Doctoral Student Special Program), the CCF TCDCS Doctoral Dissertation Award, and the SYSU Outstanding Doctoral Dissertation Award. His publications has received the CCF Computility Outstanding Paper Award, the IEEE SCECS Best Poster Presentation Award, and the IFIP NPC Best Student Paper Award. He was selected for industry talent programs, such as the Tencent Qingyun Project.

Interests
  • AI for Power System
  • Power Dispatching Automation
  • Resource-efficient AI Systems
  • Applications with Edge AI
  • Parallel and Distributed MLSys
Education
  • Custom Icon

    Ph.D. in Computer Science, 2021.9 - 2026.6

    Sun Yat-sen University | Advisor: Prof. Xu Chen
    Joint Advisor: Prof. Xiaowen Chu (HKUST(GZ))

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    Visiting Ph.D. in Computer Science, 2024.12 - 2025.4

    The Chinese University of Hong Kong | Advisor: Prof. Guoliang Xing

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    B.E. in Computer Science, 2017.9 – 2021.6

    Sun Yat-sen University | Advisor: Assoc. Prof. Yanghui Rao

Experience & Awards

 
 
 
 
 
CSG
Engineer
Jul 2026 – Present Guangzhou
 
 
 
 
 
Huawei Cloud
Machine Learning System Researcher (Intern)
Jun 2025 – Feb 2026 Shenzhen
Working as a research intern in mlsys (especially LLM inference), supervised by Dr. Pengfei Zuo.
 
 
 
 
 
The Chinese University of Hong Kong
Visiting Ph.D. in Computer Science
Dec 2024 – Apr 2025 Hong Kong
Visiting Ph.D. at the CUHK AIoT Lab, supervised by Professor Guoliang Xing (ACM/IEEE Fellow).
 
 
 
 
 
Sun Yat-sen University
Ph.D. in Computer Science
Sep 2021 – Jun 2026 Guangzhou

Awards & Honors:

  • CCF TCDCS Doctoral Dissertation Award (9 Nationwide), CCF, 2026.
    (CCF分布式计算与系统专委会优博, 中国计算机学会, Link)
  • CCF Computility Outstanding Paper Award, CCF, 2026.
    (CCF中国算力网大会优秀论文奖, 中国计算机学会, Link)
  • SYSU Outstanding Doctoral Dissertation Award, Sun Yat-sen University, 2026.
    (中山大学优秀博士学位论文 :《面向泛在算力网络的边缘端协同智能计算系统》, Link)
  • IEEE SCECS Best Poster Presentation Award, 2026.
  • Youth Talents Support Project - Doctoral Student Special Program, CAST, 2025.
    (中国科协青年人才托举工程-博士生专项, 中国科学技术协会, Link)
  • Tencent Project Up (Hunyuan Infra), Tencent, 2025.
    (腾讯青云计划, Link)
  • CCF Computility Outstanding PhD Student Award, CCF, 2024.
    (CCF分布式计算大会优秀博士生, 中国计算机学会, Link)
  • IFIP NPC Best Student Paper Award, 2024.
  • IEEE ComSoc INFOCOM'24 Student Travel Grant Award, IEEE, 2024.
  • MindSpore Excellent Contributor, Huawei, 2022.

Scholarship:

  • National Scholarship, Ministry of Education of China, 2025.
    (国家奖学金, 中华人民共和国教育部)
  • SYSU Presidential Scholarship × 2, Sun Yat-sen University, 2024-2025.
    (中山大学校长奖学金, 中山大学)
  • Guo Xie Birong Memorial Scholarship, Sun Yat-sen University, 2024.
  • Tencent Scholarship, Tencent, 2023.
  • Huawei Intelligent Infrastructure Scholarship, Huawei, 2022.
  • The EverBright Scholarship, EverBright Group, 2021.
  • First-Prize Postgraduate Scholarship × 3, Sun Yat-sen University, 2021-2023.

Academic Service:

  • Session Chair on International Workshop on Intelligent Cloud Computing and Networking (ICCN'24, Co-located with INFOCOM'24).
  • Organizing Volunteer on IEEE/CIC International Conference on Communications in China (ICCC'22).
  • Program Committee Member:
    • IFIP International Conference on Network and Parallel Computing (NPC'24).
    • IEEE International Conference on Mobility, Sensing and Networking (MSN'23).
  • Journal Reviewer:
    • IEEE Transactions on Mobile Computing (TMC)
    • IEEE Transactions on Computers (TC)
    • IEEE Transactions on Network Science and Engineering (TNSE)
    • IEEE Internet of Things Journal (IOTJ).
  • Conference Reviewer:
    • IEEE Wireless Communications and Networking Conference (WCNC'25)

Teaching Experience:

  • DCS5238: Edge Computing - Spring 2023.
  • DCS207: Principles of Computer Organization - Fall 2021.

Invited Talks:

 
 
 
 
 
Wechat - Tencent
Backend Engineer (Intern)
Jun 2021 – Sep 2021 Guangzhou
Responsibilities: Wechat PaxosStore research and development.
 
 
 
 
 
MobileQQ - Tencent
Backend Engineer (Intern)
Apr 2020 – Jun 2020 Shenzhen
Responsibilities: MobileQQ news feed modules development.
 
 
 
 
 
Sun Yat-sen University
B.E. in Computer Science
Sep 2017 – Jun 2021 Guangzhou

Score & Ranking:

  • Overall GPA: 3.9/4.0 (4.1/5.0)
  • Major Ranking: Top 5%

Awards & Scholarship:

  • First-Prize Undergraduate Scholarship, Sun Yat-sen University, 2020.
  • First Prize of China Undergraduate Mathematical Contest in Modeling (CUMCM), 2019.
  • The Samsung Scholarship, Samsung Electronics, 2019.
  • Champion of Yat-sen Cup Basketball Tournament, Sun Yat-sen University, 2018.
  • Runner-up of Freshmen Cup Basketball Tournament, Sun Yat-sen University, 2018.

Contact

  • brandonye [AT] foxmail.com
  • No. 132, Outer Ring East Road, Panyu, GuangZhou, China (Postcode 510006)
  • School of Computer Science and Engineering, Sun Yat-sen University