深度学习

09/12

《Recognizing Predictive Substructures with Subgraph Information Bottleneck》论文解读

深度学习 / 图神经网络

08/18

《Understanding over-squashing and bottlenecks on graphs via curvature》论文浅析

深度学习 / 图神经网络

08/18

《Residual Entropy-based Graph Generative Algorithms》论文解读

深度学习 / 图神经网络

08/11

《Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification》论文解读

深度学习 / 图神经网络

08/09

《Delaunay Graph：Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation》论文解读

深度学习 / 图神经网络

08/02

《Rethinking Independent Cross-Entropy Loss For Graph-Structured Data》论文解读

深度学习 / 图神经网络

08/01

《Learning Graph Representation via Graph Entropy Maximization》论文解读

深度学习 / 图神经网络

07/26

《Dynamic Graph Information Bottleneck》论文解读

深度学习 / 图神经网络

07/25

《Graph Information Bottleneck》论文解读

深度学习 / 图神经网络

07/18

《Structural Entropy Based Graph Structure Learning for Node Classification》论文解读

深度学习 / 图神经网络