2 papers
cs.LG2025
Adversarial Signed Graph Learning with Differential Privacy
Haobin Ke, Sen Zhang, Qingqing Ye +2
Signed graphs with positive and negative edges can model complex relationships in social networks. Leveraging on balance theory that deduces edge signs from multi-hop node pairs, s…
cs.LG2024
Canonical Correlation Guided Deep Neural Network
Zhiwen Chen, Siwen Mo, Haobin Ke +4
Learning representations of two views of data such that the resulting representations are highly linearly correlated is appealing in machine learning. In this paper, we present a c…