TG-NAS: Leveraging Zero-Cost Proxies with Transformer and Graph Convolution Networks for Efficient Neural Architecture Searchby…
Physics-Informed Graph Neural Networks for Water Distribution Systemsby Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara…
Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networksby Hongyin ZhuFirst submitted to arxiv on: 24…
Attention is all you need for boosting graph convolutional neural networkby Yinwei WuFirst submitted to…
Contextualized Messages Boost Graph Representationsby Brian Godwin Lim, Galvin Brice Lim, Renzo Roel Tan, Kazushi…
Incorporating Higher-order Structural Information for Graph Clusteringby Qiankun Li, Haobing Liu, Ruobing Jiang, Tingting WangFirst…
Self-Attention Empowered Graph Convolutional Network for Structure Learning and Node Embeddingby Mengying Jiang, Guizhong Liu,…
Rehabilitation Exercise Quality Assessment through Supervised Contrastive Learning with Hard and Soft Negativesby Mark Karlov,…
PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and…
Deep Contrastive Graph Learning with Clustering-Oriented Guidanceby Mulin Chen, Bocheng Wang, Xuelong LiFirst submitted to…