conftrace_

graph information bottleneck

7 papers

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Also known as

GIB

Co-occurring keywords

graph neural network (3962) information bottleneck (229) molecular property prediction (84) model interpretability (519) self-supervised learning (3777) graph regression (5) molecular representation (64) ood detection (45) post-hoc explanation (48) graph contrastive learning (112)

Papers

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
GOODAT: Towards Test-Time Graph Out-of-Distribution Detection AAAI 2024
Factorized Explainer for Graph Neural Networks AAAI 2024
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks NIPS 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 NIPS 2023