Thomas Kipf
Thomas Kipf
Research Scientist, Google Brain
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Semi-supervised classification with graph convolutional networks
TN Kipf, M Welling
5th International Conference on Learning Representations (ICLR-17), 2016
53152016
Modeling Relational Data with Graph Convolutional Networks
M Schlichtkrull*, TN Kipf*, P Bloem, R Berg, I Titov, M Welling
15th European Semantic Web Conference (ESWC-18), 2017
7752017
Variational Graph Auto-Encoders
TN Kipf, M Welling
NeurIPS Workshop on Bayesian Deep Learning (NeurIPS-16 BDL), 2016
6322016
Graph convolutional matrix completion
R Berg, TN Kipf, M Welling
KDD Deep Learning Day (KDD-18 DLD), 2017
2332017
MolGAN: An implicit generative model for small molecular graphs
N De Cao, T Kipf
ICML Workshop on Theoretical Foundations and Applications of Deep …, 2018
2132018
Neural Relational Inference for Interacting Systems
T Kipf*, E Fetaya*, KC Wang, M Welling, R Zemel
35th International Conference on Machine Learning (ICML-18), 2018
2092018
Hyperspherical Variational Auto-Encoders
TR Davidson*, L Falorsi*, N De Cao*, T Kipf, JM Tomczak
34th Conference on Uncertainty in Artificial Intelligence (UAI-18), 2018
1212018
Learned cardinalities: Estimating correlated joins with deep learning
A Kipf, T Kipf, B Radke, V Leis, P Boncz, A Kemper
Conference on Innovative Data Systems Research (CIDR-19), 2018
922018
Towards Sparse Hierarchical Graph Classifiers
C Cangea*, P Veličković*, N Jovanović, T Kipf, P Liò
arXiv preprint arXiv:1811.01287, 2018
512018
Superradiance and collective gain in multimode optomechanics
T Kipf, GS Agarwal
Physical Review A 90 (5), 053808, 2014
282014
Contrastive learning of structured world models
T Kipf, E van der Pol, M Welling
arXiv preprint arXiv:1911.12247, 2019
262019
CompILE: Compositional imitation learning and execution
T Kipf, Y Li, H Dai, V Zambaldi, A Sanchez-Gonzalez, E Grefenstette, ...
International Conference on Machine Learning, 3418-3428, 2019
23*2019
Extraction of airways using graph neural networks
R Selvan, T Kipf, M Welling, JH Pedersen, J Petersen, M de Bruijne
arXiv preprint arXiv:1804.04436, 2018
11*2018
Estimating cardinalities with deep sketches
A Kipf, D Vorona, J Müller, T Kipf, B Radke, V Leis, P Boncz, T Neumann, ...
Proceedings of the 2019 International Conference on Management of Data, 1937 …, 2019
82019
Graph Convolutional Networks
T Kipf
https://tkipf.github.io/graph-convolutional-networks/, 2016
72016
Object-Centric Learning with Slot Attention
F Locatello*, D Weissenborn, T Unterthiner, A Mahendran, G Heigold, ...
arXiv preprint arXiv:2006.15055, 2020
42020
Image-Conditioned Graph Generation for Road Network Extraction
D Belli, T Kipf
arXiv preprint arXiv:1910.14388, 2019
42019
Deep learning with graph-structured representations
TN Kipf
University of Amsterdam, 2020
32020
Plannable Approximations to MDP Homomorphisms: Equivariance under Actions
E van der Pol, T Kipf, FA Oliehoek, M Welling
arXiv preprint arXiv:2002.11963, 2020
12020
A Modular Framework for Unsupervised Graph Representation Learning
DFD Cruz, T Kipf, M Welling
2019
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