Thomas Kipf
Thomas Kipf
Research Scientist, Google Brain
Verified email at google.com - Homepage
TitleCited byYear
Semi-supervised classification with graph convolutional networks
TN Kipf, M Welling
5th International Conference on Learning Representations (ICLR-17), 2016
26472016
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
3632017
Variational Graph Auto-Encoders
TN Kipf, M Welling
NeurIPS Workshop on Bayesian Deep Learning (NeurIPS-16 BDL), 2016
325*2016
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
1132018
Graph convolutional matrix completion
R Berg, TN Kipf, M Welling
KDD Deep Learning Day (KDD-18 DLD), 2017
1102017
MolGAN: An implicit generative model for small molecular graphs
N De Cao, T Kipf
ICML Workshop on Theoretical Foundations and Applications of Deep …, 2018
1042018
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
652018
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
492018
Towards Sparse Hierarchical Graph Classifiers
C Cangea*, P Veličković*, N Jovanović, T Kipf, P Liò
arXiv preprint arXiv:1811.01287, 2018
25*2018
Superradiance and collective gain in multimode optomechanics
T Kipf, GS Agarwal
Physical Review A 90 (5), 053808, 2014
252014
Compile: Compositional imitation learning and execution
T Kipf, Y Li, H Dai, V Zambaldi, A Sanchez-Gonzalez, E Grefenstette, ...
arXiv preprint arXiv:1812.01483, 2018
9*2018
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
72018
Graph Convolutional Networks
T Kipf
https://tkipf.github.io/graph-convolutional-networks/, 2016
22016
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
12019
Graph refinement based tree extraction using mean-field networks and graph neural networks
R Selvan, T Kipf, M Welling, JH Pedersen, J Petersen, M de Bruijne
arXiv preprint arXiv:1811.08674, 2018
12018
Contrastive Learning of Structured World Models
T Kipf, E van der Pol, M Welling
arXiv preprint arXiv:1911.12247, 2019
2019
Image-Conditioned Graph Generation for Road Network Extraction
D Belli, T Kipf
arXiv preprint arXiv:1910.14388, 2019
2019
Recurrent Neural Networks for Graph-Based 3D Agglomeration
T Kipf
2016
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Articles 1–18