Bingyi Xie
Lecturer Computer Science- Education
B.S., Economics, Indiana University, 2017
M.S., Project Management, Northeastern University, 2019
Ph.D., Computer Science, Georgia State University, 2024
- Specializations
Machine Learning, Privacy, Computer Vision
- Biography
I finished my Bachelor in Economics in Indiana University of Bloomington in 2017. Then I got my master's degree from Northeastern University in 2019. After I went to Georgia State University for my Ph. D degree. My advisor is Dr. Zhipengcai. My main focus of research is machine learning, deep learning with computer vision, and privacy
- Publications
Best Paper Award (The Solo One): “A Self-Supervised Purification Mechanism for Adversarial Samples”, by
B. Xie, H. Xu, Z. Xiong, Y. Li, and Z. Cai, 2022 IEEE Smart Data (SmartData), August 2022.B. Xie, H. Xu, Y. Joe, D. Seo, and Z. Cai, Lightweight Super-Resolution Model for Complete Model Copyright
Protection. Tsinghua Science and Technology (TST), 2023. (Accepted)(IF: 3.515)X. Li, Y. Wang, B. Xie, L. Meng, Z. Liu, X. Tong, A. Zhou, Z. Cai, Planning-based mobile crowdsourcing
bidirectional multi-stage online task assignment. Computer Networks(233), 2023. (Accepted)(IF: 5.6)W. Zhang, G. Yin, B. Xie, SUDM-SP: A method for discovering trajectory-similar users based on semantic
privacy High-Confidence Computing, 2023. (Accepted) SUDM-SP: A method for discovering trajectory-similar users based on semantic privacy