Summary of Disttack: Graph Adversarial Attacks Toward Distributed Gnn Training, by Yuxiang Zhang et al.
Disttack: Graph Adversarial Attacks Toward Distributed GNN Trainingby Yuxiang Zhang, Xin Liu, Meng Wu, Wei…
Summary of Conditional Local Feature Encoding For Graph Neural Networks, by Yongze Wang et al.
Conditional Local Feature Encoding for Graph Neural Networksby Yongze Wang, Haimin Zhang, Qiang Wu, Min…
Summary of Adaptive Least Mean Pth Power Graph Neural Networks, by Yi Yan et al.
Adaptive Least Mean pth Power Graph Neural Networksby Yi Yan, Changran Peng, Ercan E. KuruogluFirst…
Summary of Relating-up: Advancing Graph Neural Networks Through Inter-graph Relationships, by Qi Zou et al.
Relating-Up: Advancing Graph Neural Networks through Inter-Graph Relationshipsby Qi Zou, Na Yu, Daoliang Zhang, Wei…
Summary of Synthetic Data From Diffusion Models Improve Drug Discovery Prediction, by Bing Hu et al.
Synthetic Data from Diffusion Models Improve Drug Discovery Predictionby Bing Hu, Ashish Saragadam, Anita Layton,…
Summary of Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory, by Anwar Said et al.
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theoryby Anwar Said,…
Summary of E2gnn: Efficient Graph Neural Network Ensembles For Semi-supervised Classification, by Xin Zhang et al.
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised Classificationby Xin Zhang, Daochen Zha, Qiaoyu TanFirst…
Summary of Eig-search: Generating Edge-induced Subgraphs For Gnn Explanation in Linear Time, by Shengyao Lu et al.
EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Timeby Shengyao Lu, Bang Liu, Keith…
Summary of Atnpa: a Unified View Of Oversmoothing Alleviation in Graph Neural Networks, by Yufei Jin and Xingquan Zhu
ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networksby Yufei Jin, Xingquan ZhuFirst…
Summary of Intramix: Intra-class Mixup Generation For Accurate Labels and Neighbors, by Shenghe Zheng et al.
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighborsby Shenghe Zheng, Hongzhi Wang, Xianglong LiuFirst…