graph-transformer 63 graph-neural-networks 31 graph-representation-learning 16 transformer 14 deep-learning 12 machine-learning 9 graph 8 gnn 8 pytorch 7 graph-neural-network 7 transformers 6 attention 4 pytorch-geometric 4 graph-deep-learning 4 graph-learning 4 neural-network 3 graph-convolutional-networks 3 graph-algorithms 3 text-classification 3 positional-encoding 3 node-classification 3 representation-learning 3 classification 2 computational-pathology 2 deep-neural-networks 2 graph-attention-networks 2 self-supervised-graph-learning 2 pretrained-graph-model 2 wavelet-transform 2 machine-translation 2 graphs 2 graph-machine-learning 2 aaai 2 graph-classification 2 transformer-networks 2 self-attention 2 long-range-dependence 2 transformer-models 2 message-passing 2 regression 2 multi-omics 2 over-squashing 2 xgboost 2 geometric-deep-learning 2 pretraining 2 image-classification 2 large-graph 2 drug-response-prediction 2 convolutional-neural-networks 2 cancer-research 2 molecular-property-prediction 2 whole-slide-image 2 artificial-intelligence 2 python 2 density-functional-theory 1 attention-mechanism 1 graph-embedding 1 vision-transformer 1 weisfeiler-lehman 1 graph-measures 1 weisfeier-leman 1 graph-isomorphism 1 amr 1 iclr2024 1 graph-multiset-transformer 1 graph-pooling 1 graph-reconstruction 1 graph-representation 1 multi-instance-learning 1 distributed-training 1 electronic-design-automation 1 logic-synthesis 1 anatomy-learning 1 chest-radiography 1 medical-image-retrieval 1 histopathology-image-analysis 1 multiple-instance-learning 1 weakly-supervised-learning 1 molecular-graphs 1 collaborative-filtering 1 recommender-systems 1 graph-embeddings 1 node-embeddings 1 equivariance 1 spectral-graph-theory 1 graph-data 1 tansformer 1 aaai2023 1 dtw 1 kshape 1 multivariate-time-series-prediction 1 spatio-temporal-prediction 1 traffic-flow-prediction 1 traffic-prediction 1 multi-label-image 1 blood-brain-barrier 1 machine-learning-algorithms 1 machine-learning-model 1 plga 1 plgt 1