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Search results for graph neural networks robustness

graph-neural-networks x

8 search results found

Awesome Graph Attack Papers ⭐ 315

Adversarial attacks and defenses on Graph Neural Networks.

Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs

ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction

[ICLR 2022] Understanding and Improving Graph Injection Attack by Promoting Unnoticeability

Robust Gcn ⭐ 29

Implementation of the paper "Certifiable Robustness and Robust Training for Graph Convolutional Networks".

[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"

Simp Gcn ⭐ 12

Implementation of the WSDM 2021 paper "Node Similarity Preserving Graph Convolutional Networks"

Structural Graph Shifts ⭐ 8

Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts (NeurIPS 2023)

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