当前标签：theoretical

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

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

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

Learning to rank: from pairwise approach to listwise approach

馒头and花卷 2023-11-19 21:10 阅读:185 评论:0 推荐:1 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

Temporal Point Processes

馒头and花卷 2023-11-09 14:21 阅读:296 评论:0 推荐:0 编辑

Is Homophily a Necessity for Graph Neural Networks?

馒头and花卷 2023-10-31 15:50 阅读:64 评论:0 推荐:0 编辑

Metropolis Algorithms for Representative Subgraph Sampling

馒头and花卷 2023-10-19 20:40 阅读:13 评论:0 推荐:0 编辑

Weighted Nonlocal Laplacian on Interpolation from Sparse Data

馒头and花卷 2023-10-11 16:14 阅读:19 评论:0 推荐:0 编辑

Graph transduction via alternating minimization

馒头and花卷 2023-09-12 15:13 阅读:5 评论:0 推荐:0 编辑

Graph Construction and b-Matching for Semi-Supervised Learning

馒头and花卷 2023-09-11 14:52 阅读:19 评论:0 推荐:0 编辑

How Expressive are Graph Neural Networks in Recommendation

馒头and花卷 2023-09-08 11:36 阅读:49 评论:0 推荐:0 编辑

RoPE

馒头and花卷 2023-07-24 17:38 阅读:306 评论:0 推荐:0 编辑

Self-attention with Functional Time Representation Learning

馒头and花卷 2023-06-23 16:06 阅读:85 评论:0 推荐:0 编辑

Graph Neural Networks Inspired by Classical Iterative Algorithms

馒头and花卷 2023-06-11 09:29 阅读:36 评论:0 推荐:0 编辑

DIFFormer Scalable (Graph) Transformers Induced by Energy Constrained Diffusion

馒头and花卷 2023-06-08 13:39 阅读:79 评论:0 推荐:0 编辑

Exploiting Positional Information for Session-based Recommendation

馒头and花卷 2023-06-07 13:30 阅读:22 评论:0 推荐:0 编辑

Permutation Invariant Graph Generation via Score-Based Generative Modeling

馒头and花卷 2023-05-26 11:16 阅读:162 评论:0 推荐:0 编辑