Summary of Descriptive Kernel Convolution Network with Improved Random Walk Kernel, by Meng-chieh Lee et al.
Descriptive Kernel Convolution Network with Improved Random Walk Kernelby Meng-Chieh Lee, Lingxiao Zhao, Leman AkogluFirst…
Summary of Classifying Nodes in Graphs Without Gnns, by Daniel Winter et al.
Classifying Nodes in Graphs without GNNsby Daniel Winter, Niv Cohen, Yedid HoshenFirst submitted to arxiv…
Summary of Rethinking Propagation For Unsupervised Graph Domain Adaptation, by Meihan Liu et al.
Rethinking Propagation for Unsupervised Graph Domain Adaptationby Meihan Liu, Zeyu Fang, Zhen Zhang, Ming Gu,…
Summary of Choosing a Classical Planner with Graph Neural Networks, by Jana Vatter et al.
Choosing a Classical Planner with Graph Neural Networksby Jana Vatter, Ruben Mayer, Hans-Arno Jacobsen, Horst…
Summary of Incorporating Retrieval-based Causal Learning with Information Bottlenecks For Interpretable Graph Neural Networks, by Jiahua Rao et al.
Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Graph Neural Networksby Jiahua Rao, Jiancong…
Summary of Feature Distribution on Graph Topology Mediates the Effect Of Graph Convolution: Homophily Perspective, by Soo Yong Lee et al.
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspectiveby Soo Yong…
Summary of Pregip: Watermarking the Pretraining Of Graph Neural Networks For Deep Intellectual Property Protection, by Enyan Dai et al.
PreGIP: Watermarking the Pretraining of Graph Neural Networks for Deep Intellectual Property Protectionby Enyan Dai,…
Summary of Similarity-based Neighbor Selection For Graph Llms, by Rui Li et al.
Similarity-based Neighbor Selection for Graph LLMsby Rui Li, Jiwei Li, Jiawei Han, Guoyin WangFirst submitted…
Summary of Powergraph: a Power Grid Benchmark Dataset For Graph Neural Networks, by Anna Varbella et al.
PowerGraph: A power grid benchmark dataset for graph neural networksby Anna Varbella, Kenza Amara, Blazhe…
Summary of Statistical Guarantees For Link Prediction Using Graph Neural Networks, by Alan Chung et al.
Statistical Guarantees for Link Prediction using Graph Neural Networksby Alan Chung, Amin Saberi, Morgane AusternFirst…