当前标签：graph

PA-GNN Parameter-Adaptive Graph Neural Networks

馒头and花卷 2024-02-29 15:34 阅读:31 评论:0 推荐:0 编辑

Adaptive Universal Generalized PageRank Graph Neural Network

馒头and花卷 2024-02-29 11:26 阅读:57 评论:0 推荐:0 编辑

Characterizing Graph Datasets for Node Classification Homophily-Heterophily Dichotomy and Beyond

馒头and花卷 2024-02-27 17:12 阅读:144 评论:0 推荐:0 编辑

Revisiting Heterophily For Graph Neural Networks

馒头and花卷 2024-02-27 14:44 阅读:54 评论:0 推荐:0 编辑

Graph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale Graph

馒头and花卷 2024-02-25 17:19 阅读:43 评论:0 推荐:0 编辑

ROLAND Graph Learning Framework for Dynamic Graphs

馒头and花卷 2024-02-24 21:07 阅读:74 评论:0 推荐:0 编辑

EvolveGCN Evolving Graph Convolutional Networks for Dynamic Graphs

馒头and花卷 2024-02-24 16:11 阅读:112 评论:0 推荐:0 编辑

Linear-Time Graph Neural Networks for Scalable Recommendations

馒头and花卷 2024-02-23 16:23 阅读:47 评论:0 推荐:0 编辑

Generalised f-Mean Aggregation for Graph Neural Networks

馒头and花卷 2023-12-27 17:03 阅读:21 评论:0 推荐:0 编辑

Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods

馒头and花卷 2023-12-27 11:10 阅读:19 评论:0 推荐:0 编辑

Graph Condensation for Graph Neural Networks

馒头and花卷 2023-12-24 15:44 阅读:109 评论:0 推荐:0 编辑

DeepWalk Online Learning of Social Representations

馒头and花卷 2023-12-07 15:08 阅读:15 评论:0 推荐:0 编辑

Graph Neural Networks with Learnable and Optimal Polynomial Bases

馒头and花卷 2023-12-02 16:21 阅读:61 评论:0 推荐:0 编辑

Learning Graph Filters for Spectral GNNs via Newton Interpolation

馒头and花卷 2023-11-26 11:23 阅读:25 评论:0 推荐:0 编辑

Graph Neural Networks with Diverse Spectral Filtering

馒头and花卷 2023-11-24 16:49 阅读:123 评论:0 推荐:0 编辑

Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited

馒头and花卷 2023-11-23 13:54 阅读:166 评论:0 推荐:0 编辑

On Manipulating Signals of User-Item Graph A Jacobi Polynomial-based Graph Collaborative Filtering

馒头and花卷 2023-11-22 10:41 阅读:93 评论:0 推荐:1 编辑

How Powerful are Spectral Graph Neural Networks?

馒头and花卷 2023-11-20 20:37 阅读:117 评论:0 推荐:0 编辑

How Attentive are Graph Attention Networks?

馒头and花卷 2023-11-19 11:12 阅读:225 评论:0 推荐:0 编辑

Decoupling the Depth and Scope of Graph Neural Networks

馒头and花卷 2023-11-17 14:39 阅读:136 评论:0 推荐:0 编辑