Summary of Network Interdiction Goes Neural, by Lei Zhang et al.
Network Interdiction Goes Neuralby Lei Zhang, Zhiqian Chen, Chang-Tien Lu, Liang ZhaoFirst submitted to arxiv…
Summary of Differentiable Cluster Graph Neural Network, by Yanfei Dong et al.
Differentiable Cluster Graph Neural Networkby Yanfei Dong, Mohammed Haroon Dupty, Lambert Deng, Zhuanghua Liu, Yong…
Summary of Bundle Neural Networks For Message Diffusion on Graphs, by Jacob Bamberger et al.
Bundle Neural Networks for message diffusion on graphsby Jacob Bamberger, Federico Barbero, Xiaowen Dong, Michael…
Summary of Cardinality Estimation on Hyper-relational Knowledge Graphs, by Fei Teng et al.
Cardinality Estimation on Hyper-relational Knowledge Graphsby Fei Teng, Haoyang Li, Shimin Di, Lei ChenFirst submitted…
Summary of Ags-gnn: Attribute-guided Sampling For Graph Neural Networks, by Siddhartha Shankar Das et al.
AGS-GNN: Attribute-guided Sampling for Graph Neural Networksby Siddhartha Shankar Das, S M Ferdous, Mahantesh M…
Summary of Graph Sparsification Via Mixture Of Graphs, by Guibin Zhang et al.
Graph Sparsification via Mixture of Graphsby Guibin Zhang, Xiangguo Sun, Yanwei Yue, Chonghe Jiang, Kun…
Summary of Adagmlp: Adaboosting Gnn-to-mlp Knowledge Distillation, by Weigang Lu et al.
AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillationby Weigang Lu, Ziyu Guan, Wei Zhao, Yaming YangFirst submitted to…
Summary of Login: a Large Language Model Consulted Graph Neural Network Training Framework, by Yiran Qiao et al.
LOGIN: A Large Language Model Consulted Graph Neural Network Training Frameworkby Yiran Qiao, Xiang Ao,…
Summary of Unleash Graph Neural Networks From Heavy Tuning, by Lequan Lin et al.
Unleash Graph Neural Networks from Heavy Tuningby Lequan Lin, Dai Shi, Andi Han, Zhiyong Wang,…
Summary of How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing, by Keke Huang et al.
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashingby Keke Huang,…