Lukas Faber - RankMe

20 papers A* 5Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Convolutional Neural Network approach to classify mitochondrial morphologies. Comput. Biol. Chem. Soumaya Zaghbani, Lukas Faber, Ana J. Garcia-Saez
2025	J	`jnl`	MitoSkel: AI tool for semantic segmentation and quantification of mitochondria from light microscopy images. Biomed. Signal Process. Control. Soumaya Zaghbani, Rubaiya Kabir Pranti, Lukas Faber, Ana J. Garcia-Saez
2024	—	`—`	Explaining and Improving Communication in Graph Neural Networks. Lukas Faber
2024	A*	`conf`	GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks. ICLR Peter Müller, Lukas Faber, Karolis Martinkus, Roger Wattenhofer
2023	—	`conf`	GwAC: GNNs With Asynchronous Communication. LoG Lukas Faber, Roger Wattenhofer
2023	A*	`conf`	Neural Status Registers. ICML Lukas Faber, Roger Wattenhofer
2022	J	`jnl`	Asynchronous Neural Networks for Learning in Graphs. CoRR Lukas Faber, Roger Wattenhofer
2022	J	`jnl`	DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees. CoRR Peter Müller, Lukas Faber, Karolis Martinkus, Roger Wattenhofer
2021	A*	`conf`	DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks. NeurIPS Pál András Papp, Karolis Martinkus, Lukas Faber, Roger Wattenhofer
2021	J	`jnl`	DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks. CoRR Pál András Papp, Karolis Martinkus, Lukas Faber, Roger Wattenhofer
2021	J	`jnl`	Should Graph Neural Networks Use Features, Edges, Or Both? CoRR Lukas Faber, Yifan Lu, Roger Wattenhofer
2021	J	`jnl`	Towards Robust Graph Contrastive Learning. CoRR Nikola Jovanovic, Zhao Meng, Lukas Faber, Roger Wattenhofer
2021	A*	`conf`	When Comparing to Ground Truth is Wrong: On Evaluating GNN Explanation Methods. KDD Lukas Faber, Amin K. Moghaddam, Roger Wattenhofer
2020	J	`jnl`	Contrastive Graph Neural Network Explanation. CoRR Lukas Faber, Amin K. Moghaddam, Roger Wattenhofer
2020	J	`jnl`	Medley2K: A Dataset of Medley Transitions. CoRR Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer
2020	J	`jnl`	Neural Status Registers. CoRR Lukas Faber, Roger Wattenhofer
2019	A*	`conf`	Personalized Knowledge Graph Summarization: From the Cloud to Your Pocket. ICDM Tara Safavi, Caleb Belth, Lukas Faber, Davide Mottin, Emmanuel Müller, Danai Koutra
2018	—	`conf`	A Tissue-aware Gene Selection Approach for Analyzing Multi-tissue Gene Expression Data. BIBM Cindy Perscheid, Lukas Faber, Milena Kraus, Paul Arndt, Michael Janke, Sebastian Rehfeldt, Antje Schubotz, Tamara Slosarek, Matthias Uflacker
2018	—	`conf`	Low Redundancy Estimation of Correlation Matrices for Time Series Using Triangular Bounds. PAKDD (2) Erik Scharwächter, Fabian Geier, Lukas Faber, Emmanuel Müller
2017	—	`conf`	Serving Live Multimedia for the Linked Open Data Cloud. GI-Jahrestagung Sebastian Serth, Stephan Haarmann, Lukas Faber