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Lukas Faber
Lukas Faber
PhD Student ETH Zurich
Verified email at ethz.ch
Title
Cited by
Cited by
Year
DropGNN: Random dropouts increase the expressiveness of graph neural networks
PA Papp, K Martinkus, L Faber, R Wattenhofer
Advances in Neural Information Processing Systems 34, 21997-22009, 2021
1172021
Personalized Knowledge Graph Summarization: From the Cloud to Your Pocket
T Safavi, C Belth, L Faber, D Mottin, E Müller, D Koutra
Ieee International Conference on Data Mining, 2019
482019
When Comparing to Ground Truth is Wrong: On Evaluating GNN Explanation Methods
L Faber, A K. Moghaddam, R Wattenhofer
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
472021
Contrastive graph neural network explanation
L Faber, AK Moghaddam, R Wattenhofer
arXiv preprint arXiv:2010.13663, 2020
332020
Towards Robust Graph Contrastive Learning
N Jovanović, Z Meng, L Faber, R Wattenhofer
arXiv preprint arXiv:2102.13085, 2021
302021
Neural status registers
L Faber, R Wattenhofer
International Conference on Machine Learning, 9508-9522, 2023
82023
Should Graph Neural Networks Use Features, Edges, Or Both?
L Faber, Y Lu, R Wattenhofer
arXiv preprint arXiv:2103.06857, 2021
72021
Adaptive Personalized Knowledge Graph Summarization
L Faber, T Safavi, D Mottin, E Müller, D Koutra
Proceedings of the 14th International KDD Workshop on Mining and Learning …, 2018
42018
GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks
P Müller, L Faber, K Martinkus, R Wattenhofer
The Twelfth International Conference on Learning Representations, 2023
3*2023
Asynchronous Neural Networks for Learning in Graphs
L Faber, R Wattenhofer
arXiv preprint arXiv:2205.12245, 2022
32022
GwAC: GNNs with Asynchronous Communication
L Faber, R Wattenhofer
The Second Learning on Graphs Conference, 2023
12023
Learning Lower Bounds for Graph Exploration With Reinforcement Learning
J Elmiger, L Faber, P Khanchandani, O Richter, R Wattenhofer
12020
A Tissue-aware Gene Selection Approach for Analyzing Multi-tissue Gene Expression Data
C Perscheid, L Faber, M Kraus, P Arndt, M Janke, S Rehfeldt, A Schubotz, ...
2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018
12018
Low redundancy estimation of correlation matrices for time series using triangular bounds
E Scharwächter, F Geier, L Faber, E Müller
Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018
12018
Medley2K: A Dataset of Medley Transitions
L Faber, S Luck, D Pascual, A Roth, G Brunner, R Wattenhofer
arXiv preprint arXiv:2008.11159, 2020
2020
Serving Live Multimedia for the Linked Open Data Cloud
S Serth, S Haarmann, L Faber
Gesellschaft für Informatik, Bonn, 2017
2017
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