Giorgos Bouritsas

Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting

Giorgos Bouritsas, Fabrizio Frasca, Stefanos Zafeiriou et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 268 citations · Full text

Graph Representation Learning, Engineering, Network Analysis +16

Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape\n Representation Learning and Generation

Giorgos Bouritsas, Sergiy Bokhnyak, Stylianos Ploumpis · arXiv (Cornell University) · 2019 · 146 citations · Full text

Deep Polynomial Neural Networks

Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 75 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +16

P–nets: Deep Polynomial Neural Networks

Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas et al. · 2020 · 52 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +16

Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation

Giorgos Bouritsas, Sergiy Bokhnyak, Stylianos Ploumpis · 2019 · 39 citations · Full text

Geometric Learning, Engineering, Geometry +24