Summary of Perks and Pitfalls Of Faithfulness in Regular, Self-explainable and Domain Invariant Gnns, by Steve Azzolin et al.
Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNsby Steve Azzolin, Antonio…
Summary of Efficient Graph Similarity Computation with Alignment Regularization, by Wei Zhuo et al.
Efficient Graph Similarity Computation with Alignment Regularizationby Wei Zhuo, Guang TanFirst submitted to arxiv on:…
Summary of Graph Neural Networks For Job Shop Scheduling Problems: a Survey, by Igor G. Smit et al.
Graph Neural Networks for Job Shop Scheduling Problems: A Surveyby Igor G. Smit, Jianan Zhou,…
Summary of Explainable Ai Security: Exploring Robustness Of Graph Neural Networks to Adversarial Attacks, by Tao Wu et al.
Explainable AI Security: Exploring Robustness of Graph Neural Networks to Adversarial Attacksby Tao Wu, Canyixing…
Summary of Graphkan: Enhancing Feature Extraction with Graph Kolmogorov Arnold Networks, by Fan Zhang et al.
GraphKAN: Enhancing Feature Extraction with Graph Kolmogorov Arnold Networksby Fan Zhang, Xin ZhangFirst submitted to…
Summary of Ppt-gnn: a Practical Pre-trained Spatio-temporal Graph Neural Network For Network Security, by Louis Van Langendonck et al.
PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Securityby Louis Van Langendonck, Ismael…
Summary of Robgc: Towards Robust Graph Condensation, by Xinyi Gao et al.
RobGC: Towards Robust Graph Condensationby Xinyi Gao, Hongzhi Yin, Tong Chen, Guanhua Ye, Wentao Zhang,…
Summary of Langtopo: Aligning Language Descriptions Of Graphs with Tokenized Topological Modeling, by Zhong Guan et al.
LangTopo: Aligning Language Descriptions of Graphs with Tokenized Topological Modelingby Zhong Guan, Hongke Zhao, Likang…
Summary of Graph Neural Networks in Histopathology: Emerging Trends and Future Directions, by Siemen Brussee et al.
Graph Neural Networks in Histopathology: Emerging Trends and Future Directionsby Siemen Brussee, Giorgio Buzzanca, Anne…
Summary of Demystifying Higher-order Graph Neural Networks, by Maciej Besta et al.
Demystifying Higher-Order Graph Neural Networksby Maciej Besta, Florian Scheidl, Lukas Gianinazzi, Grzegorz Kwasniewski, Shachar Klaiman,…