I’m currently a third-year Ph.D. student at the University of California Irvine. My research interests are Trustworthy AI, Graph Neural Networks, and Data-centric AI.
Selected Publications:
Error Detection on Knowledge Graphs with Triple Embedding [Paper]
Yezi Liu, Qinggang Zhang, Mengnan Du, Xiao Huang, Xia Hu
EUSIPCO 2023.
Contrastive knowledge graph error detection [Paper]
Qinggang Zhang, Junnan Dong, Keyu Duan, Xiao Huang, Yezi Liu, Linchuan Xu
CIKM 2022.
Explaining dynamic graph neural networks via relevance back-propagation [Paper]
Yezi Liu, Jiaxuan Xie, Yanning Shen
Under review.
Education
- Ph.D. Student, Computer Engineer, University of California Irvine. Oct. 2021 - now.
- Master of Science, Computer Science, Texas A&M University. Sep. 2019 - Aug. 2021.
- Master of Science, Information Science, University of Pittsburgh. Sep. 2017 - April 2019.