Summary of Graph Learning-based Regional Heavy Rainfall Prediction Using Low-cost Rain Gauges, by Edwin Salcedo
Graph Learning-based Regional Heavy Rainfall Prediction Using Low-Cost Rain Gaugesby Edwin SalcedoFirst submitted to arxiv…
Summary of Gnn-transformer Cooperative Architecture For Trustworthy Graph Contrastive Learning, by Jianqing Liang et al.
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learningby Jianqing Liang, Xinkai Wei, Min Chen, Zhiqiang…
Summary of A Multi-fidelity Graph U-net Model For Accelerated Physics Simulations, by Rini Jasmine Gladstone and Hadi Meidani
A Multi-Fidelity Graph U-Net Model for Accelerated Physics Simulationsby Rini Jasmine Gladstone, Hadi MeidaniFirst submitted…
Summary of Tokenphormer: Structure-aware Multi-token Graph Transformer For Node Classification, by Zijie Zhou et al.
Tokenphormer: Structure-aware Multi-token Graph Transformer for Node Classificationby Zijie Zhou, Zhaoqi Lu, Xuekai Wei, Rongqin…
Summary of Training Graph Neural Networks Using Non-robust Samples, by Yongyu Wang
Training Graph Neural Networks Using Non-Robust Samplesby Yongyu WangFirst submitted to arxiv on: 19 Dec…
Summary of Answer Set Networks: Casting Answer Set Programming Into Deep Learning, by Arseny Skryagin et al.
Answer Set Networks: Casting Answer Set Programming into Deep Learningby Arseny Skryagin, Daniel Ochs, Phillip…
Summary of Towards Precise Prediction Uncertainty in Gnns: Refining Gnns with Topology-grouping Strategy, by Hyunjin Seo et al.
Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategyby Hyunjin Seo, Kyusung Seo,…
Summary of Graph Coarsening Via Supervised Granular-ball For Scalable Graph Neural Network Training, by Shuyin Xia et al.
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Trainingby Shuyin Xia, Xinjun Ma,…
Summary of Towards Effective Graph Rationalization Via Boosting Environment Diversity, by Yujie Wang et al.
Towards Effective Graph Rationalization via Boosting Environment Diversityby Yujie Wang, Kui Yu, Yuhong Zhang, Fuyuan…
Summary of Cluster-guided Contrastive Class-imbalanced Graph Classification, by Wei Ju et al.
Cluster-guided Contrastive Class-imbalanced Graph Classificationby Wei Ju, Zhengyang Mao, Siyu Yi, Yifang Qin, Yiyang Gu,…