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graph information bottleneck

9 papers

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Also known as

GIB

Co-occurring keywords · papers mentioning both

graph neural network (9) information bottleneck (4) molecular property prediction (2) model interpretability (2) self-supervised learning (2) molecular representation (1) ood detection (1) post-hoc explanation (1) graph contrastive learning (1) structural entropy (1)

Papers

BrainOOD: Out-of-distribution Generalizable Brain Network Analysis ICLR 2025 MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction IJCAI 2025 Pre-Training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck AAAI 2025 Factorized Explainer for Graph Neural Networks AAAI 2024 GOODAT: Towards Test-Time Graph Out-of-Distribution Detection AAAI 2024 RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks NeurIPS 2024 SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning ICML 2023 V-InFoR: A Robust Graph Neural Networks Explainer for Structurally Corrupted Graphs NeurIPS 2023 Graph Information Bottleneck for Subgraph Recognition ICLR 2021