Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks

2 July 2024

Yuwen Wang

Mingli Song

Papers citing "Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks"

3 / 3 papers shown

Title
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks Jie Yang Yuwen Wang Kaixuan Chen Tongya Zheng Yihe Zhou Zhenbang Xiao Ji Cao Mingli Song S. Liu AI4CE 42 0 0 01 May 2025
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach Hanyang Yuan Jiarong Xu Renhong Huang Mingli Song Chunping Wang Yang Yang AAML 27 1 0 06 Nov 2024
Graph Information Bottleneck Tailin Wu Hongyu Ren Pan Li J. Leskovec AAML 88 222 0 24 Oct 2020