Yi Liu
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PhD Student |
Short Bio
He received the B.Eng degree from the Heilongjiang University, China in 2019 (Early Graduation Base On Academic Excellence).
News
[20-12-2023] Yi was awarded The Second Prize of Guangdong Computer Federation Outstanding Research Paper Award (“Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach”)
[21-11-2023] Yi was awarded a Top Reviewer at NeurIPS 2023 (10%).
[28-03-2022] Yi was awarded a Student Conference Grant to attend INFOCOM 2022.
[11-06-2020] Yi was an intern at Tencent Jarvis Lab and his advisor is Dr. Yefeng Zheng (IEEE Fellow).
[10-03-2019] Yi got an offer to participate in “The Cornell, Maryland, Max Planck-SWS Pre-doctoral Research School 2019”, see you in Germany!
Education
B.E., School of Data Science and Technology, Heilongjiang University, Harbin, China, Aug. 2016 - Sept. 2019 (Early Graduation Base On Academic Excellence).
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)
Selected Publications
Privacy and Security
[INFOCOM’22] Yi Liu, Lei Xu, Xingliang Yuan, Cong Wang, and Bo Li, “The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining”, in Proc. of INFOCOM, 2022.
Some Useful Links
Computer Security Conference Ranking and Statistic
http://jianying.space/conference-ranking.html, ranked by a quantitative metric, Conference Impact Factor (CIF), proposed and maintained by Dr. Jianying Zhou
CFP
Security and Privacy Conference Deadlines (https://sec-deadlines.github.io/)
AI Conference Deadlines (https://aideadlin.es/?sub=ML,DM)
CCF Conference Deadlines (https://ccfddl.github.io/)