Summary of Toper: Topological Embeddings in Graph Representation Learning, by Astrit Tola et al.
TopER: Topological Embeddings in Graph Representation Learningby Astrit Tola, Funmilola Mary Taiwo, Cuneyt Gurcan Akcora,…
Summary of Phympgn: Physics-encoded Message Passing Graph Network For Spatiotemporal Pde Systems, by Bocheng Zeng et al.
PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systemsby Bocheng Zeng, Qi Wang, Mengtao…
Summary of Duognn: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-decoupling, by K. Mancini and I. Rekik
DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-Decouplingby K. Mancini, I. RekikFirst submitted…
Summary of Hardcore Generation: Generating Hard Unsat Problems For Data Augmentation, by Joseph Cotnareanu et al.
HardCore Generation: Generating Hard UNSAT Problems for Data Augmentationby Joseph Cotnareanu, Zhanguang Zhang, Hui-Ling Zhen,…
Summary of Spatiotemporal Learning on Cell-embedded Graphs, by Yuan Mi et al.
Spatiotemporal Learning on Cell-embedded Graphsby Yuan Mi, Hao SunFirst submitted to arxiv on: 26 Sep…
Summary of On the Impact Of Feature Heterophily on Link Prediction with Graph Neural Networks, by Jiong Zhu et al.
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networksby Jiong Zhu,…
Summary of Erase Then Rectify: a Training-free Parameter Editing Approach For Cost-effective Graph Unlearning, by Zhe-rui Yang et al.
Erase then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearningby Zhe-Rui Yang, Jindong…
Summary of Double-path Adaptive-correlation Spatial-temporal Inverted Transformer For Stock Time Series Forecasting, by Wenbo Yan and Ying Tan
Double-Path Adaptive-correlation Spatial-Temporal Inverted Transformer for Stock Time Series Forecastingby Wenbo Yan, Ying TanFirst submitted…
Summary of One Model, Any Conjunctive Query: Graph Neural Networks For Answering Complex Queries Over Knowledge Graphs, by Krzysztof Olejniczak et al.
One Model, Any Conjunctive Query: Graph Neural Networks for Answering Complex Queries over Knowledge Graphsby…
Summary of Inductive Spatial Temporal Prediction Under Data Drift with Informative Graph Neural Network, by Jialun Zheng et al.
Inductive Spatial Temporal Prediction Under Data Drift with Informative Graph Neural Networkby Jialun Zheng, Divya…