Sheng Yue
Scholar

Sheng Yue

Google Scholar ID: Mc_MN_MAAAAJ
Associate Professor, School of Cyber Science and Technology, Sun Yat-sen University
Reinforcement LearningLLM AgentEdge Intelligence
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Citations & Impact
All-time
Citations
519
 
H-index
11
 
i10-index
12
 
Publications
20
 
Co-authors
0
 
Contact
Emailshaun.yue@hotmail.comGitHubOpen ↗
Publications
5 items
Context Learning for Multi-Agent Discussion
2026
Cited
0
FORLER: Federated Offline Reinforcement Learning with Q-Ensemble and Actor Rectification
2026
Cited
0
Less is More: Clustered Cross-Covariance Control for Offline RL
2026
Cited
0
FOVA: Offline Federated Reinforcement Learning with Mixed-Quality Data
2025
Cited
0
AugFL: Augmenting Federated Learning with Pretrained Models
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Published multiple conference papers in venues such as MobiCom, MobiSys, ICML, INFOCOM
  • - Several journal papers accepted by IEEE Transactions on Networking, IEEE Transactions on Mobile Computing, IEEE Transactions on Cloud Computing, etc.
Research Experience
  • - June 2025: Paper “FocusX: All-in-Focus Image Synthesis for Dynamic Scenes on Mobile Devices” accepted to MobiCom’25
  • - February 2025: Paper “AugFL: Augmenting Federated Learning with Pretrained Models” accepted to IEEE Transactions on Networking
  • - January 2025: Paper “DualRec: A Collaborative Training Framework for Device and Cloud Recommendation Models” accepted to IEEE Transactions on Mobile Computing
  • - December 2024: Paper “StreamSys: A Lightweight Executable Delivery System for Edge Computing” accepted to IEEE Transactions on Cloud Computing
  • - November 2024: Paper “Momentum-Based Contextual Federated Reinforcement Learning” accepted to IEEE/ACM Transactions on Networking
  • - October 2024: Join the School of Cyber Science and Technology at SYSU (Shenzhen Campus) as an Associate Professor
Education
  • - Ph.D. from the School of Computer Science and Engineering, Central South University, advised by Prof. Ju Ren
  • - B.Sc. from the School of Mathematics and Statistics, Central South University
  • - Visiting Ph.D. Student:
  • - Davis AI, Robotics, and Edge (DARE) Lab, 2020-2022, advised by Prof. Junshan Zhang
  • - Decision Intelligence Lab, Fall 2018, advised by Prof. Longbo Huang
  • - Postdoctoral Researcher: Department of Computer Science Technology, Tsinghua University, 2023-2024
Background
  • - Research Interests: Machine learning and information networks, including reinforcement learning (decision and control), distributed learning, generative models, and LLM agents, with a particular emphasis on applications in intelligent decision at edge
  • - Position: Associate Professor at the School of Cyber Science and Technology, Sun Yat-sen University
Miscellany
  • - Students interested in research directions can contact via email: yuesh5 AT mail DOT sysu DOT edu DOT cn
Co-authors
0 total
Co-authors: 0 (list not available)