Thorben Funke

According to our database, Thorben Funke authored at least 14 papers between 2018 and 2023.

Collaborative distances:

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

2023

Zorro: Valid, Sparse, and Stable Explanations in Graph Neural Networks.

Thorben Funke, Megha Khosla, Mandeep Rathee, Avishek Anand

IEEE Trans. Knowl. Data Eng., August, 2023

The smashHitCore Ontology for GDPR-Compliant Sensor Data Sharing in Smart Cities.

Anelia Kurteva, Tek Raj Chhetri, Amar Tauqeer, Rainer Hilscher, Anna Fensel, Kevin Nagorny, Ana Correia, Albert Zilverberg, Stefan Schestakov, Thorben Funke, Elena Demidova

Sensors, July, 2023

Private Graph Extraction via Feature Explanations.

Iyiola E. Olatunji, Mandeep Rathee, Thorben Funke, Megha Khosla

Proc. Priv. Enhancing Technol., April, 2023

2022

BAGEL: A Benchmark for Assessing Graph Neural Network Explanations.

Mandeep Rathee, Thorben Funke, Avishek Anand, Megha Khosla

CoRR, 2022

Using Vehicle Data to Enhance Prediction of Accident-Prone Areas.

Kelvin Sopnan Wowo, Rajjat Dadwal, Timo Graen, Andrea Fiege, Michael Nolting, Wolfgang Nejdl, Elena Demidova, Thorben Funke

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Ego-Vehicle Speed Prediction with Walk-Ahead.

Philip Matesanz, Nicolas Tempelmeier, Michael Nolting, Thorben Funke

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

W-trace: robust and effective watermarking for GPS trajectories.

Rajjat Dadwal, Thorben Funke, Michael Nüsken, Elena Demidova

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

2021

Releasing Graph Neural Networks with Differential Privacy Guarantees.

Iyiola E. Olatunji, Thorben Funke, Megha Khosla

CoRR, 2021

Learnt Sparsification for Interpretable Graph Neural Networks.

Mandeep Rathee, Zijian Zhang, Thorben Funke, Megha Khosla, Avishek Anand

CoRR, 2021

Zorro: Valid, Sparse, and Stable Explanations in Graph Neural Networks.

Thorben Funke, Megha Khosla, Avishek Anand

CoRR, 2021

An Adaptive Clustering Approach for Accident Prediction.

Rajjat Dadwal, Thorben Funke, Elena Demidova

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Low-dimensional statistical manifold embedding of directed graphs.

Thorben Funke, Tian Guo, Alen Lancic, Nino Antulov-Fantulin

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Statistical embedding for directed graphs.

Thorben Funke, Tian Guo, Alen Lancic, Nino Antulov-Fantulin

CoRR, 2019

2018

A Tool for an Analysis of the Dynamic Behavior of Logistic Systems with the Instruments of Complex Networks.

Thorben Funke, Till Becker

Proceedings of the Dynamics in Logistics, 2018