Fabian Hoppe

According to our database, Fabian Hoppe authored at least 11 papers between 2020 and 2024.

Collaborative distances:

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

2024

A-posteriori reduced basis error-estimates for a semi-discrete in space quasilinear parabolic PDE.

Fabian Hoppe, Ira Neitzel

Comput. Optim. Appl., April, 2024

FEM-based Neural Networks for Solving Incompressible Fluid Flows and Related Inverse Problems.

Franziska Griese, Fabian Hoppe, Alexander Rüttgers, Philipp Knechtges

CoRR, 2024

2022

Optimal Control of Quasilinear Parabolic PDEs with State-Constraints.

Fabian Hoppe, Ira Neitzel

SIAM J. Control. Optim., 2022

Improving Zero-Shot Text Classification with Graph-based Knowledge Representations.

Fabian Hoppe

Proceedings of the Doctoral Consortium at ISWC 2022 co-located with 21st International Semantic Web Conference (ISWC 2022), 2022

Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs.

Ryan Brate, Minh Hoang Dang, Fabian Hoppe, Yuan He, Albert Meroño-Peñuela, Vijay Sadashivaiah

Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022

2021

Deep Learning meets Knowledge Graphs for Scholarly Data Classification.

Fabian Hoppe, Danilo Dessì, Harald Sack

Proceedings of the Companion of The Web Conference 2021, 2021

HierClasSArt: Knowledge-Aware Hierarchical Classification of Scholarly Articles.

Mehwish Alam, Russa Biswas, Yiyi Chen, Danilo Dessì, Genet Asefa Gesese, Fabian Hoppe, Harald Sack

Proceedings of the Companion of The Web Conference 2021, 2021

ArDO: an ontology to describe the dynamics of multimedia archival records.

Oleksandra Vsesviatska, Tabea Tietz, Fabian Hoppe, Mirjam Sprau, Nils Meyer, Danilo Dessì, Harald Sack

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Understanding Class Representations: An Intrinsic Evaluation of Zero-Shot Text Classification.

Fabian Hoppe, Danilo Dessì, Harald Sack

Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

2020

Leveraging Multilingual Descriptions for Link Prediction: Initial Experiments.

Genet Asefa Gesese, Fabian Hoppe, Mehwish Alam, Harald Sack

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

The Challenges of German Archival Document Categorization on Insufficient Labeled Data.

Fabian Hoppe, Tabea Tietz, Danilo Dessì, Mirjam Sprau, Mehwish Alam, Harald Sack

Proceedings of the Third Workshop on Humanities in the Semantic Web (WHiSe 2020) co-located with 15th Extended Semantic Web Conference (ESWC 2020), 2020