no code implementations • 19 Jan 2024 • Hong kyu Lee, Qiuchen Zhang, Carl Yang, Jian Lou, Li Xiong
Machine unlearning aims to eliminate the influence of a subset of training samples (i. e., unlearning samples) from a trained model.
1 code implementation • 10 Oct 2022 • Qiuchen Zhang, Hong kyu Lee, Jing Ma, Jian Lou, Carl Yang, Li Xiong
The key idea is to decouple the feature projection and message passing via a DP PageRank algorithm which learns the structure information and uses the top-$K$ neighbors determined by the PageRank for feature aggregation.