Summary of Goat: Explaining Graph Neural Networks Via Graph Output Attribution, by Shengyao Lu et al.
GOAt: Explaining Graph Neural Networks via Graph Output Attributionby Shengyao Lu, Keith G. Mills, Jiao…
Summary of Design Your Own Universe: a Physics-informed Agnostic Method For Enhancing Graph Neural Networks, by Dai Shi et al.
Design Your Own Universe: A Physics-Informed Agnostic Method for Enhancing Graph Neural Networksby Dai Shi,…
Summary of Manifold Gcn: Diffusion-based Convolutional Neural Network For Manifold-valued Graphs, by Martin Hanik and Gabriele Steidl and Christoph Von Tycowicz
Manifold GCN: Diffusion-based Convolutional Neural Network for Manifold-valued Graphsby Martin Hanik, Gabriele Steidl, Christoph von…
Summary of Edge Conditional Node Update Graph Neural Network For Multi-variate Time Series Anomaly Detection, by Hayoung Jo and Seong-whan Lee
Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detectionby Hayoung Jo,…
Summary of Ada-gnn: Atom-distance-angle Graph Neural Network For Crystal Material Property Prediction, by Jiao Huang and Qianli Xing and Jinglong Ji and Bo Yang
ADA-GNN: Atom-Distance-Angle Graph Neural Network for Crystal Material Property Predictionby Jiao Huang, Qianli Xing, Jinglong…
Summary of Knowledge Distillation on Spatial-temporal Graph Convolutional Network For Traffic Prediction, by Mohammad Izadi et al.
Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Predictionby Mohammad Izadi, Mehran Safayani, Abdolreza…
Summary of Tensor-view Topological Graph Neural Network, by Tao Wen et al.
Tensor-view Topological Graph Neural Networkby Tao Wen, Elynn Chen, Yuzhou ChenFirst submitted to arxiv on:…
Summary of Towards Effective and General Graph Unlearning Via Mutual Evolution, by Xunkai Li et al.
Towards Effective and General Graph Unlearning via Mutual Evolutionby Xunkai Li, Yulin Zhao, Zhengyu Wu,…
Summary of Graph Edits For Counterfactual Explanations: a Comparative Study, by Angeliki Dimitriou et al.
Graph Edits for Counterfactual Explanations: A comparative studyby Angeliki Dimitriou, Nikolaos Chaidos, Maria Lymperaiou, Giorgos…
Summary of On the Temporal Domain Of Differential Equation Inspired Graph Neural Networks, by Moshe Eliasof et al.
On The Temporal Domain of Differential Equation Inspired Graph Neural Networksby Moshe Eliasof, Eldad Haber,…