HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networksby Fahmida Liza Piya, Mehak…
Improving Demand Forecasting in Open Systems with Cartogram-Enhanced Deep Learningby Sangjoon Park, Yongsung Kwon, Hyungjoon…
Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured…
Representation Learning on Heterophilic Graph with Directional Neighborhood Attentionby Qincheng Lu, Jiaqi Zhu, Sitao Luan,…
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problemby Cong…
Large Language Model Meets Graph Neural Network in Knowledge Distillationby Shengxiang Hu, Guobing Zou, Song…
Learning Backdoors for Mixed Integer Linear Programs with Contrastive Learningby Junyang Cai, Taoan Huang, Bistra…
Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcastingby Lorand Vatamany, Siamak MehrkanoonFirst submitted to arxiv…