no code implementations • 7 Jun 2023 • Jianpeng Liao, Jun Yan, Qian Tao
The DualHGNN first leverages a multi-view hypergraph learning network to explore the optimal hypergraph structure from multiple views, constrained by a consistency loss proposed to improve its generalization.
no code implementations • 27 Jan 2022 • Jianpeng Liao, Qian Tao, Jun Yan
Graph-based semi-supervised learning, which can exploit the connectivity relationship between labeled and unlabeled data, has been shown to outperform the state-of-the-art in many artificial intelligence applications.