Kipf, Thomas

Semi-supervised classification with graph convolutional networks

Kipf, T. N., & Welling, M. (2016) · arXiv

Advanced Graph Neural NetworksComplex Network Analysis Techniques

Cited by 24,853

Modeling Relational Data with Graph Convolutional Networks

Schlichtkrull, M., Kipf, T. N., Bloem, P., van den Berg, R., Titov, I., & Welling, M. (2018) · Lecture Notes in Computer Science

Advanced Graph Neural NetworksTopic Modeling

Cited by 5,570

MolGAN: An implicit generative model for small molecular graphs

De Cao, N., & Kipf, T. (2018) · arXiv

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 442

Scaling vision transformers to 22 billion parameters

Dehghani, M., Djolonga, J., Mustafa, B., Padlewski, P., Heek, J., Gilmer, J., Steiner, A., Caron, M., Geirhos, R., Alabdulmohsin, I., et al. (2023) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 112

Object Scene Representation Transformer

Sajjadi, M. S. M., Duckworth, D., Mahendran, A., van Steenkiste, S., Pavetić, F., Lučić, M., Guibas, L. J., Greff, K., & Kipf, T. (2022) · arXiv

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 29