Johannes Klicpera

15 papers A* 6Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2021	A*	`conf`	Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks. ICLR Jan Schuchardt, Aleksandar Bojchevski, Johannes Klicpera, Stephan Günnemann
2021	J	`jnl`	Directional Message Passing on Molecular Graphs via Synthetic Coordinates. CoRR Johannes Klicpera, Chandan Yeshwanth, Stephan Günnemann
2021	A*	`conf`	Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More. ICML Johannes Klicpera, Marten Lienen, Stephan Günnemann
2021	J	`jnl`	Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More. CoRR Johannes Klicpera, Marten Lienen, Stephan Günnemann
2020	A*	`conf`	Directional Message Passing for Molecular Graphs. ICLR Johannes Klicpera, Janek Groß, Stephan Günnemann
2020	J	`jnl`	Directional Message Passing for Molecular Graphs. CoRR Johannes Klicpera, Janek Groß, Stephan Günnemann
2020	A*	`conf`	Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More. ICML Aleksandar Bojchevski, Johannes Klicpera, Stephan Günnemann
2020	J	`jnl`	Efficient Robustness Certificates for Discrete Data: Sparsity-Aware Randomized Smoothing for Graphs, Images and More. CoRR Aleksandar Bojchevski, Johannes Klicpera, Stephan Günnemann
2020	J	`jnl`	Fast and Uncertainty-Aware Directional Message Passing for Non-Equilibrium Molecules. CoRR Johannes Klicpera, Shankari Giri, Johannes T. Margraf, Stephan Günnemann
2020	A*	`conf`	Scaling Graph Neural Networks with Approximate PageRank. KDD Aleksandar Bojchevski, Johannes Klicpera, Bryan Perozzi, Amol Kapoor, Martin Blais, Benedek Rózemberczki, Michal Lukasik, Stephan Günnemann
2020	J	`jnl`	Scaling Graph Neural Networks with Approximate PageRank. CoRR Aleksandar Bojchevski, Johannes Klicpera, Bryan Perozzi, Amol Kapoor, Martin Blais, Benedek Rózemberczki, Michal Lukasik, Stephan Günnemann
2019	A*	`conf`	Diffusion Improves Graph Learning. NeurIPS Johannes Klicpera, Stefan Weißenberger, Stephan Günnemann
2019	J	`jnl`	Diffusion Improves Graph Learning. CoRR Johannes Klicpera, Stefan Weißenberger, Stephan Günnemann
2019	—	`conf`	Predict then Propagate: Graph Neural Networks meet Personalized PageRank. ICLR (Poster) Johannes Klicpera, Aleksandar Bojchevski, Stephan Günnemann
2018	J	`jnl`	Personalized Embedding Propagation: Combining Neural Networks on Graphs with Personalized PageRank. CoRR Johannes Klicpera, Aleksandar Bojchevski, Stephan Günnemann