Fast Graph Generation via Autoregressive Noisy Filtration Modeling
Markus Krimmel, Jenna Wiens, Karsten Borgwardt, Dexiong Chen
Action editor: Alessandro Sperduti
https://openreview.net/forum?id=3Up81Zq728
#graphs #subgraphs #graph
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach
Eshed Gal, Moshe Eliasof, Carola-Bibiane Schönlieb et al.
Action editor: Vladimir Braverman
https://openreview.net/forum?id=2eZ8xkL2ZB
#subgraph #subgraphs #graph
Statistical Test for Saliency Maps of Graph Neural Networks via Selective Inference
Shuichi Nishino, Tomohiro Shiraishi, Teruyuki Katsuoka, Ichiro Takeuchi
Action editor: Christopher Morris
https://openreview.net/forum?id=5NkXTCVa7F
#saliency #salient #subgraphs
GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks
Taraneh Younesian, Daniel Daza, Emile van Krieken, Thiviyan Thanapalasingam, Peter Bloem
Action editor: Wenbing Huang
https://openreview.net/forum?id=QI0l842vSq
#subgraphs #graphs #nodes
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach
Yinhan He, Wendy Zheng, Yaochen Zhu et al.
Action editor: Makoto Yamada
https://openreview.net/forum?id=KQzJYI6eo0
#subgraph #subgraphs #graphs
Fairness-Aware Dense Subgraph Discovery
Emmanouil Kariotakis, Nicholas D Sidiropoulos, Aritra Konar
Action editor: Hongfu Liu
https://openreview.net/forum?id=7rqV7Cb67L
#fairness #subgraph #subgraphs
Generative Risk Minimization for Out-of-Distribution Generalization on Graphs
Song Wang, Zhen Tan, Yaochen Zhu, Chuxu Zhang, Jundong Li
Action editor: Ran He
https://openreview.net/forum?id=EcMVskXo1n
#subgraph #subgraphs #graphs
Graph-level Representation Learning with Joint-Embedding Predictive Architectures
Geri Skenderi, Hang Li, Jiliang Tang, Marco Cristani
Action editor: Serguei Barannikov
https://openreview.net/forum?id=v47f4DwYZb
#embedding #subgraph #subgraphs
Score-based Explainability for Graph Representations
Ehsan Hajiramezanali, Sepideh Maleki, Max W Shen et al.
Action editor: Li Fuxin
https://openreview.net/forum?id=K6DKrrpYpJ
#subgraph #subgraphs #graph
"Tri, Tri again": Finding #Triangles and Small #Subgraphs in a #Distributed Setting
title of the day68M14 68R10?
arxiv.org/abs/1201.6652
