Summary of Global Graph Counterfactual Explanation: a Subgraph Mapping Approach, by Yinhan He et al.
Global Graph Counterfactual Explanation: A Subgraph Mapping Approachby Yinhan He, Wendy Zheng, Yaochen Zhu, Jing…
Summary of Sparse Decomposition Of Graph Neural Networks, by Yaochen Hu et al.
Sparse Decomposition of Graph Neural Networksby Yaochen Hu, Mai Zeng, Ge Zhang, Pavel Rumiantsev, Liheng…
Summary of Gdda: Semantic Ood Detection on Graphs Under Covariate Shift Via Score-based Diffusion Models, by Zhixia He and Chen Zhao and Minglai Shao and Yujie Lin and Dong Li and Qin Tian
GDDA: Semantic OOD Detection on Graphs under Covariate Shift via Score-Based Diffusion Modelsby Zhixia He,…
Summary of Self-supervised Graph Neural Networks For Enhanced Feature Extraction in Heterogeneous Information Networks, by Jianjun Wei et al.
Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networksby Jianjun Wei, Yue…
Summary of Bonsai: Gradient-free Graph Distillation For Node Classification, by Mridul Gupta and Samyak Jain and Vansh Ramani and Hariprasad Kodamana and Sayan Ranu
Bonsai: Gradient-free Graph Distillation for Node Classificationby Mridul Gupta, Samyak Jain, Vansh Ramani, Hariprasad Kodamana,…
Summary of Geometric Graph Neural Network Modeling Of Human Interactions in Crowded Environments, by Sara Honarvar et al.
Geometric Graph Neural Network Modeling of Human Interactions in Crowded Environmentsby Sara Honarvar, Yancy Diaz-MercadoFirst…
Summary of Graph Neural Networks For Edge Signals: Orientation Equivariance and Invariance, by Dominik Fuchsgruber et al.
Graph Neural Networks for Edge Signals: Orientation Equivariance and Invarianceby Dominik Fuchsgruber, Tim Poštuvan, Stephan…
Summary of Learning Load Balancing with Gnn in Mptcp-enabled Heterogeneous Networks, by Han Ji et al.
Learning Load Balancing with GNN in MPTCP-Enabled Heterogeneous Networksby Han Ji, Xiping Wu, Zhihong Zeng,…
Summary of Gala: Graph Diffusion-based Alignment with Jigsaw For Source-free Domain Adaptation, by Junyu Luo et al.
GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptationby Junyu Luo, Yiyang Gu, Xiao…
Summary of Deep Graph Attention Networks, by Jun Kato et al.
Deep Graph Attention Networksby Jun Kato, Airi Mita, Keita Gobara, Akihiro InokuchiFirst submitted to arxiv…