Explaining Deep Graph Networks with Molecular Counterfactuals

9 November 2020

Papers citing "Explaining Deep Graph Networks with Molecular Counterfactuals"

4 / 4 papers shown

Title
Knowledge Distillation-Based Model Extraction Attack using Private Counterfactual Explanations Fatima Ezzeddine Omran Ayoub Silvia Giordano AAML MIACV 256 0 0 04 Apr 2024
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research ChallengesACM Computing Surveys (ACM CSUR), 2022 Mario Alfonso Prado-Romero Bardh Prenkaj Giovanni Stilo F. Giannotti CML 239 41 0 21 Oct 2022
Counterfactual Graphs for Explainable Classification of Brain Networks Carlo Abrate Francesco Bonchi CML 124 61 0 16 Jun 2021
Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction T. Nguyen Thomas P. Quinn Thin Nguyen T. Tran CML OOD 141 11 0 24 Mar 2021