Marcel Hoffmann

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Evolving Graphs

Lifelong Learning

Top Venues

Neural Networks

Publications

Jonatan Frank, Marcel Hoffmann, Nicolas Lell, David Richerby, Ansgar Scherp
Lifelong Graph Summarization with Neural Networks: 2012, 2022, and a Time Warp. CoRR (2024)
Marcel Hoffmann, Lukas Galke, Ansgar Scherp
POWN: Prototypical Open-World Node Classification. CoRR (2024)
Justin Mücke, Daria Waldow, Luise Metzger, Philipp Schauz, Marcel Hoffmann, Nicolas Lell, Ansgar Scherp
Fine-Tuning Language Models for Scientific Writing Support. CD-MAKE (2023)
Marcel Hoffmann, Lukas Galke, Ansgar Scherp
Open-World Lifelong Graph Learning. IJCNN (2023)
Marcel Hoffmann, Lukas Galke, Ansgar Scherp
Open-World Lifelong Graph Learning. CoRR (2023)
Lukas Galke, Iacopo Vagliano, Benedikt Franke, Tobias Zielke, Marcel Hoffmann, Ansgar Scherp
Lifelong learning on evolving graphs under the constraints of imbalanced classes and new classes. Neural Networks 164 (2023)