XInsight: Revealing Model Insights for GNNs with Flow-based Explanations

XInsight: Revealing Model Insights for GNNs with Flow-based Explanations

7 June 2023

Ayesh Madushanka

Corey Clark

Papers citing "XInsight: Revealing Model Insights for GNNs with Flow-based Explanations"

4 / 4 papers shown

Title
Trajectory balance: Improved credit assignment in GFlowNets Nikolay Malkin Moksh Jain Emmanuel Bengio Chen Sun Yoshua Bengio 145 167 0 31 Jan 2022
Graph-Based Spatial-Temporal Convolutional Network for Vehicle Trajectory Prediction in Autonomous Driving Zihao Sheng Yunwen Xu Shibei Xue Dewei Li GNN 39 129 0 27 Sep 2021
Explainability in Graph Neural Networks: A Taxonomic Survey Hao Yuan Haiyang Yu Shurui Gui Shuiwang Ji 167 593 0 31 Dec 2020
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 206 885 0 07 Jun 2018