Summary of Generating In-distribution Proxy Graphs For Explaining Graph Neural Networks, by Zhuomin Chen et al.
Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networksby Zhuomin Chen, Jiaxing Zhang, Jingchao Ni,…
Summary of Two Heads Are Better Than One: Boosting Graph Sparse Training Via Semantic and Topological Awareness, by Guibin Zhang et al.
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awarenessby…
Summary of A Survey Of Data-efficient Graph Learning, by Wei Ju et al.
A Survey of Data-Efficient Graph Learningby Wei Ju, Siyu Yi, Yifan Wang, Qingqing Long, Junyu…
Summary of Pf-gnn: Differentiable Particle Filtering Based Approximation Of Universal Graph Representations, by Mohammed Haroon Dupty et al.
PF-GNN: Differentiable particle filtering based approximation of universal graph representationsby Mohammed Haroon Dupty, Yanfei Dong,…
Summary of Graph Transformers Without Positional Encodings, by Ayush Garg
Graph Transformers without Positional Encodingsby Ayush GargFirst submitted to arxiv on: 31 Jan 2024CategoriesMain: Machine…
Summary of Graphviz2vec: a Structure-aware Feature Generation Model to Improve Classification in Gnns, by Shraban Kumar Chatterjee et al.
GraphViz2Vec: A Structure-aware Feature Generation Model to Improve Classification in GNNsby Shraban Kumar Chatterjee, Suman…
Summary of Energy-conserving Equivariant Gnn For Elasticity Of Lattice Architected Metamaterials, by Ivan Grega et al.
Energy-conserving equivariant GNN for elasticity of lattice architected metamaterialsby Ivan Grega, Ilyes Batatia, Gábor Csányi,…
Summary of Enhancing Topological Dependencies in Spatio-temporal Graphs with Cycle Message Passing Blocks, by Minho Lee et al.
Enhancing Topological Dependencies in Spatio-Temporal Graphs with Cycle Message Passing Blocksby Minho Lee, Yun Young…
Summary of Adaptive Least Mean Squares Graph Neural Networks and Online Graph Signal Estimation, by Yi Yan et al.
Adaptive Least Mean Squares Graph Neural Networks and Online Graph Signal Estimationby Yi Yan, Changran…
Summary of Towards Causal Classification: a Comprehensive Study on Graph Neural Networks, by Simi Job et al.
Towards Causal Classification: A Comprehensive Study on Graph Neural Networksby Simi Job, Xiaohui Tao, Taotao…