Yi Liu
Scholar

Yi Liu

Google Scholar ID: RNNNv7QAAAAJ
Department of Computer Science, City University of Hong Kong
Security and PrivacyFederated LearningAI Security
Citations & Impact
All-time
Citations
3,971
 
H-index
23
 
i10-index
25
 
Publications
20
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • Publications: Presented papers at INFOCOM'22, KDD'24, ACM MM'24, etc.; Awards: IEEE Communications Society Outstanding Paper Award (2024), Second Prize of Guangdong Computer Federation Outstanding Research Paper Award (2023), Top Reviewer at NeurIPS 2023 (10%), Student Conference Grant for INFOCOM 2022.
Research Experience
  • Intern at Tencent Jarvis Lab, advised by Dr. Yefeng Zheng (IEEE Fellow) from June 2020; Offered to participate in 'The Cornell, Maryland, Max Planck-SWS Pre-doctoral Research School 2019', Germany, March 2019.
Education
  • B.E., School of Data Science and Technology, Heilongjiang University, Harbin, China, Aug. 2016 - Sept. 2019 (Early Graduation Based on Academic Excellence). PhD Student, Advisors: Prof. Cong Wang and Prof. Xingliang Yuan, Department of Computer Science, City University of Hong Kong.
Background
  • Research Interests: Privacy and Security (AI security, federated learning, and machine unlearning), Edge AI and Computing (federated learning, communication-efficient edge learning), Data Science and AI (data pricing, high-dimensional estimation, and learning to optimize), Wireless Communications and Networking (5G and beyond, AIoT).
Miscellany
  • Invited to serve on the NDSS 2025 Artifact Evaluation Committee.