Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks

21 April 2020

Papers citing "Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks"

4 / 4 papers shown

Title
Towards explainable message passing networks for predicting carbon dioxide adsorption in metal-organic frameworks Ali Raza Faaiq G. Waqar Arni Sturluson Cory M. Simon Xiaoli Z. Fern AI4CE 10 3 0 02 Dec 2020
Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization Chaojie Ji Yijia Zheng Ruxin Wang Yunpeng Cai Hongyan Wu 26 18 0 14 Aug 2020
Higher-Order Explanations of Graph Neural Networks via Relevant Walks Thomas Schnake Oliver Eberle Jonas Lederer Shinichi Nakajima Kristof T. Schütt Klaus-Robert Muller G. Montavon 34 215 0 05 Jun 2020
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,645 0 02 Nov 2015