2 papers
cs.DS2022
On the Feasible Region of Efficient Algorithms for Attributed Graph Alignment
Ziao Wang, Ning Zhang, Weina Wang +1
Graph alignment aims at finding the vertex correspondence between two correlated graphs, a task that frequently occurs in graph mining applications such as social network analysis.…
cs.LG2021
Enabling Long-Term Cooperation in Cross-Silo Federated Learning: A Repeated Game Perspective
Ning Zhang, Qian Ma, Xu Chen
Cross-silo federated learning (FL) is a distributed learning approach where clients of the same interest train a global model cooperatively while keeping their local data private.…