Summary of Sf-gnn: Self Filter For Message Lossless Propagation in Deep Graph Neural Network, by Yushan Zhu et al.
SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Networkby Yushan Zhu, Wen…
Summary of Optimizing Age Of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-agent Reinforcement Learning, by Wenhua Wang et al.
Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement…
Summary of On the Robustness Of Graph Reduction Against Gnn Backdoor, by Yuxuan Zhu et al.
On the Robustness of Graph Reduction Against GNN Backdoorby Yuxuan Zhu, Michael Mandulak, Kerui Wu,…
Summary of Counterfactual Data Augmentation with Denoising Diffusion For Graph Anomaly Detection, by Chunjing Xiao et al.
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detectionby Chunjing Xiao, Shikang Pang, Xovee…
Summary of Unveiling Global Interactive Patterns Across Graphs: Towards Interpretable Graph Neural Networks, by Yuwen Wang et al.
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networksby Yuwen Wang, Shunyu Liu,…
Summary of Digraf: Diffeomorphic Graph-adaptive Activation Function, by Krishna Sri Ipsit Mantri et al.
DiGRAF: Diffeomorphic Graph-Adaptive Activation Functionby Krishna Sri Ipsit Mantri, Xinzhi Wang, Carola-Bibiane Schönlieb, Bruno Ribeiro,…
Summary of Commute Graph Neural Networks, by Wei Zhuo et al.
Commute Graph Neural Networksby Wei Zhuo, Guang TanFirst submitted to arxiv on: 30 Jun 2024CategoriesMain:…
Summary of Gat-steiner: Rectilinear Steiner Minimal Tree Prediction Using Gnns, by Bugra Onal et al.
GAT-Steiner: Rectilinear Steiner Minimal Tree Prediction Using GNNsby Bugra Onal, Eren Dogan, Muhammad Hadir Khan,…
Summary of Graph in Graph Neural Network, by Jiongshu Wang et al.
Graph in Graph Neural Networkby Jiongshu Wang, Jing Yang, Jiankang Deng, Hatice Gunes, Siyang SongFirst…
Summary of Polygongnn: Representation Learning For Polygonal Geometries with Heterogeneous Visibility Graph, by Dazhou Yu et al.
PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graphby Dazhou Yu, Yuntong Hu, Yun…