University of Rochester; North Carolina State University; University of Connecticut; Northeastern University; Indiana University Bloomington; University of Massachusetts Dartmouth
Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding
Privacy-Preserving Machine Learning;efficient private inference;machine learning as a service;homomorphic encryption;non-linear pruning;ST-GCN
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference