2 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.LG2023★ 1 cited
Cooperative Network Learning for Large-Scale and Decentralized Graphs
Qiang Wu, Yiming Huang, Yujie Zeng +3
Graph research, the systematic study of interconnected data points represented as graphs, plays a vital role in capturing intricate relationships within networked systems. However,…
cs.LG2023
Higher-order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes
Yiming Huang, Yujie Zeng, Qiang Wu +1
Despite the recent successes of vanilla Graph Neural Networks (GNNs) on various tasks, their foundation on pairwise networks inherently limits their capacity to discern latent high…
cs.SI2023★ 2 cited
Influential Simplices Mining via Simplicial Convolutional Network
Yujie Zeng, Yiming Huang, Qiang Wu +1
Simplicial complexes have recently been in the limelight of higher-order network analysis, where a minority of simplices play crucial roles in structures and functions due to netwo…