Summary of Graph Transductive Defense: a Two-stage Defense For Graph Membership Inference Attacks, by Peizhi Niu et al.
Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacksby Peizhi Niu, Chao Pan,…
Summary of Efficient Neural Common Neighbor For Temporal Graph Link Prediction, by Xiaohui Zhang et al.
Efficient Neural Common Neighbor for Temporal Graph Link Predictionby Xiaohui Zhang, Yanbo Wang, Xiyuan Wang,…
Summary of Heuristic Learning with Graph Neural Networks: a Unified Framework For Link Prediction, by Juzheng Zhang et al.
Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Predictionby Juzheng Zhang, Lanning…
Summary of Charme: a Chain-based Reinforcement Learning Approach For the Minor Embedding Problem, by Hoang M. Ngo et al.
CHARME: A chain-based reinforcement learning approach for the minor embedding problemby Hoang M. Ngo, Nguyen…
Summary of Logical Distillation Of Graph Neural Networks, by Alexander Pluska et al.
Logical Distillation of Graph Neural Networksby Alexander Pluska, Pascal Welke, Thomas Gärtner, Sagar MalhotraFirst submitted…
Summary of Explainable Graph Neural Networks Under Fire, by Zhong Li et al.
Explainable Graph Neural Networks Under Fireby Zhong Li, Simon Geisler, Yuhang Wang, Stephan Günnemann, Matthijs…
Summary of Magnolia: Matching Algorithms Via Gnns For Online Value-to-go Approximation, by Alexandre Hayderi et al.
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximationby Alexandre Hayderi, Amin Saberi, Ellen Vitercik,…
Summary of Spangnn: Towards Memory-efficient Graph Neural Networks Via Spanning Subgraph Training, by Xizhi Gu et al.
SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Trainingby Xizhi Gu, Hongzheng Li, Shihong…
Summary of Graph Mining Under Data Scarcity, by Appan Rakaraddi et al.
Graph Mining under Data scarcityby Appan Rakaraddi, Lam Siew-Kei, Mahardhika Pratama, Marcus de CarvalhoFirst submitted…
Summary of Mobile Network Configuration Recommendation Using Deep Generative Graph Neural Network, by Shirwan Piroti et al.
Mobile Network Configuration Recommendation using Deep Generative Graph Neural Networkby Shirwan Piroti, Ashima Chawla, Tahar…