Summary of Smoothgnn: Smoothing-aware Gnn For Unsupervised Node Anomaly Detection, by Xiangyu Dong et al.
SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detectionby Xiangyu Dong, Xingyi Zhang, Yanni Sun, Lei…
Summary of Node Identifiers: Compact, Discrete Representations For Efficient Graph Learning, by Yuankai Luo et al.
Node Identifiers: Compact, Discrete Representations for Efficient Graph Learningby Yuankai Luo, Hongkang Li, Qijiong Liu,…
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 Message-passing Monte Carlo: Generating Low-discrepancy Point Sets Via Graph Neural Networks, by T. Konstantin Rusch et al.
Message-Passing Monte Carlo: Generating low-discrepancy point sets via Graph Neural Networksby T. Konstantin Rusch, Nathan…
Summary of Automated Loss Function Search For Class-imbalanced Node Classification, by Xinyu Guo et al.
Automated Loss function Search for Class-imbalanced Node Classificationby Xinyu Guo, Kai Wu, Xiaoyu Zhang, Jing…
Summary of Conditional Shift-robust Conformal Prediction For Graph Neural Network, by S. Akansha
Conditional Shift-Robust Conformal Prediction for Graph Neural Networkby S. AkanshaFirst submitted to arxiv on: 20…
Summary of Higher-order Spatio-temporal Physics-incorporated Graph Neural Network For Multivariate Time Series Imputation, by Guojun Liang et al.
Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputationby Guojun Liang, Prayag Tiwari,…
Summary of Grass: Combining Graph Neural Networks with Expert Knowledge For Sat Solver Selection, by Zhanguang Zhang et al.
GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selectionby Zhanguang Zhang, Didier…
Summary of Harnessing Collective Structure Knowledge in Data Augmentation For Graph Neural Networks, by Rongrong Ma et al.
Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networksby Rongrong Ma, Guansong Pang,…