Tobias Zielke

According to our database, Tobias Zielke authored at least 4 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Lifelong learning on evolving graphs under the constraints of imbalanced classes and new classes.

Lukas Galke, Iacopo Vagliano, Benedikt Franke, Tobias Zielke, Marcel Hoffmann, Ansgar Scherp

Neural Networks, July, 2023

2021

Lifelong Learning in Evolving Graphs with Limited Labeled Data and Unseen Class Detection.

Lukas Galke, Iacopo Vagliano, Benedikt Franke, Tobias Zielke, Ansgar Scherp

CoRR, 2021

Lifelong Learning of Graph Neural Networks for Open-World Node Classification.

Lukas Galke, Benedikt Franke, Tobias Zielke, Ansgar Scherp

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Lifelong Learning of Graph Neural Networks for Open-World Node Classification.

Lukas Galke, Benedikt Franke, Tobias Zielke, Ansgar Scherp

Dataset, April, 2020