Johannes Klicpera
Title
Cited by
Cited by
Year
Predict then Propagate: Graph Neural Networks meet Personalized PageRank
J Klicpera, A Bojchevski, S Günnemann
International Conference on Learning Representations (ICLR), 2019
453*2019
Directional Message Passing for Molecular Graphs
J Klicpera, J Groß, S Günnemann
International Conference on Learning Representations (ICLR), 2020
1642020
Diffusion Improves Graph Learning
J Klicpera, S Weißenberger, S Günnemann
Advances in Neural Information Processing Systems (NeurIPS), 13354-13366, 2019
1392019
Scaling Graph Neural Networks with Approximate PageRank
A Bojchevski, J Klicpera, B Perozzi, A Kapoor, M Blais, B Rózemberczki, ...
26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
532020
Fast and Uncertainty-Aware Directional Message Passing for Non-Equilibrium Molecules
J Klicpera, S Giri, JT Margraf, S Günnemann
Machine Learning for Molecules Workshop at NeurIPS, 2020
332020
Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More
A Bojchevski, J Klicpera, S Günnemann
Thirty-seventh International Conference on Machine Learning (ICML), 2020
232020
Is PageRank All You Need for Scalable Graph Neural Networks?
A Bojchevski, J Klicpera, B Perozzi, M Blais, A Kapoor, M Lukasik, ...
ACM SIGKDD, MLG Workshop, 2019
172019
GemNet: Universal Directional Graph Neural Networks for Molecules
J Klicpera, F Becker, S Günnemann
Advances in Neural Information Processing Systems (NeurIPS), 2021
102021
Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks
J Schuchardt, A Bojchevski, J Klicpera, S Günnemann
International Conference on Learning Representations, 2020
5*2020
Directional Message Passing on Molecular Graphs via Synthetic Coordinates
J Klicpera, C Yeshwanth, S Günnemann
Advances in Neural Information Processing Systems (NeurIPS), 2021
2021
Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More
J Klicpera, M Lienen, S Günnemann
International Conference on Machine Learning, 5616-5627, 2021
2021
Nanowire Laser Structure and Fabrication Method
B Mayer, G Koblmueller, J Finley, J Klicpera, G Abstreiter
US Patent App. 15/759,977, 2018
2018
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Articles 1–12