Summary of Accelerating Sparse Graph Neural Networks with Tensor Core Optimization, by Ka Wai Wu
Accelerating Sparse Graph Neural Networks with Tensor Core Optimizationby Ka Wai WuFirst submitted to arxiv…
Summary of Cost-effective Label-free Node Classification with Llms, by Taiyan Zhang et al.
Cost-Effective Label-free Node Classification with LLMsby Taiyan Zhang, Renchi Yang, Mingyu Yan, Xiaochun Ye, Dongrui…
Summary of Asymmetric Learning For Spectral Graph Neural Networks, by Fangbing Liu et al.
Asymmetric Learning for Spectral Graph Neural Networksby Fangbing Liu, Qing WangFirst submitted to arxiv on:…
Summary of Gnns-to-mlps by Teacher Injection and Dirichlet Energy Distillation, By Ziang Zhou et al.
GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillationby Ziang Zhou, Zhihao Ding, Jieming Shi, Qing…
Summary of Concept Learning in the Wild: Towards Algorithmic Understanding Of Neural Networks, by Elad Shoham et al.
Concept Learning in the Wild: Towards Algorithmic Understanding of Neural Networksby Elad Shoham, Hadar Cohen,…
Summary of Improving Graph Neural Networks Via Adversarial Robustness Evaluation, by Yongyu Wang
Improving Graph Neural Networks via Adversarial Robustness Evaluationby Yongyu WangFirst submitted to arxiv on: 14…
Summary of A Hybrid Real-time Framework For Efficient Fussell-vesely Importance Evaluation Using Virtual Fault Trees and Graph Neural Networks, by Xingyu Xiao et al.
A Hybrid Real-Time Framework for Efficient Fussell-Vesely Importance Evaluation Using Virtual Fault Trees and Graph…
Summary of One Node One Model: Featuring the Missing-half For Graph Clustering, by Xuanting Xie et al.
One Node One Model: Featuring the Missing-Half for Graph Clusteringby Xuanting Xie, Bingheng Li, Erlin…
Summary of Towards Fair Graph Neural Networks Via Graph Counterfactual Without Sensitive Attributes, by Xuemin Wang et al.
Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributesby Xuemin Wang, Tianlong Gu,…
Summary of Grasp: Simple Yet Effective Graph Similarity Predictions, by Haoran Zheng et al.
GraSP: Simple yet Effective Graph Similarity Predictionsby Haoran Zheng, Jieming Shi, Renchi YangFirst submitted to…