Minrui Xu
Scholar

Minrui Xu

Google Scholar ID: hZVzk2MAAAAJ
Nanyang Technological University
LLMs for NetworksQuantum InternetMetaverseNetwork EconomicsDRL
Citations & Impact
All-time
Citations
2,935
 
H-index
25
 
i10-index
46
 
Publications
20
 
Co-authors
26
list available
Resume (English only)
Academic Achievements
  • Won the Best Paper Award at IEEE ICC 2025 on May 20, 2025; Released a new survey paper titled 'Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks'; Invited talk at NTU Quantum Hub at the School of Physical and Mathematical Sciences; Submitted multiple preprint papers to ACM Computing Survey and IEEE/ACM Transactions on Networking; Published book chapters on edge computing technologies for the metaverse.
Research Experience
  • Research Engineer: School of Computing and Information Systems, Singapore Management University, Singapore, Jun. 2025 - Jun. 2026, Supervisor: Prof. Paul GRIFFIN, working on Quantum Machine Learning; Research Assistant: National Institute of Education, Nanyang Technological University, Singapore, Apr. 2025 - Jun. 2025, Supervisor: Prof. Quek Choon Lang Gwendoline, Investigating GPT for Enhancing Teaching and Learning: User Readiness and Strategies.
Education
  • Ph.D.: Nanyang Technological University, Aug. 2021 - Aug. 2025, Supervisor: Prof. Dusit Niyato (IEEE Fellow); Visiting Ph.D.: University of Waterloo, May 2024 - Jun. 2024, Supervisor: Prof. Xuemin (Sherman) Shen (IEEE Fellow); Visiting Ph.D.: Sungkyunkwan University, Jun. 2023 - Jul. 2023, Supervisor: Prof. Dong In Kim (IEEE Fellow); Virtual Exchange Ph.D.: University of Bern, Jan. 2023 - May 2023, Supervisor: Prof. Torsten Braun; B.S.: Sun Yat-sen University, Sep. 2017 - Jun. 2021, Supervisor: Prof. Wuhui Chen.
Background
  • Research interests: Metaverse, mobile edge computing, deep reinforcement learning, and mechanism design. Brief introduction: Minrui Xu received his B.S. from Sun Yat-sen University in 2021 and is currently pursuing a Ph.D. at the College of Computing and Data Science, Nanyang Technological University.