Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix

no code implementations • 5 Jul 2023 • Shaogao Lv, Gang Wen, Shiyu Liu, Linsen Wei, Ming Li

Overall, our research highlights the importance of integrating feature and graph information alignment in GSL, as inspired by our derived theoretical result, and showcases the superiority of our approach in handling noisy graph structures through comprehensive experiments on real-world datasets.

Graph structure learning