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dynamic graph neural network

8 papers

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Also known as

DYNAMIC GNN DYGNN DGNN

Co-occurring keywords · papers mentioning both

dynamic graph (4) graph neural network (3) invariant pattern (2) domain generalization (2) contrastive learning (2) causal inference (2) relevance back-propagation (1) node pruning (1) temporal evolution (1) spatiotemporal pattern (1)

Papers

Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs AAAI 2026 DGExplainer: Explaining Dynamic Graph Neural Networks via Relevance Back-propagation IJCAI 2025 DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models AAAI 2025 Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025 Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks ICLR 2024 FedDGL: Federated Dynamic Graph Learning for Temporal Evolution and Data Heterogeneity ACML 2024 Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization NeurIPS 2023 Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift NeurIPS 2022