Thomas Liebig

Assistant Professor, TU Dortmund

Joined

October 2017

Names

Thomas Liebig

Emails

****@thomas-liebig.eu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

TU Dortmund (tu-dortmund.de)

Present

Advisors, Relations & Conflicts

PhD Advisor

2007 – 2012

Expertise

trajectory

Present

privacy preserving

,

homomorphic cryptography

Present

mobility mining

,

spatial data mining

,

traffic modelling

,

traffic

Present

Publications

Multi-Channel Graph Convolutions
Andreas Roth, Thomas Liebig
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph
Andreas Roth, Franka Bause, Nils Morten Kriege, Thomas Liebig
- LoG 2024 Poster
- Readers: Everyone
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks
Andreas Roth, Thomas Liebig
- LoG 2023 Poster
- Readers: Everyone
Distributed LSTM-Learning from Differentially Private Label Proportions
Timon Sachweh, Daniel Boiar, Thomas Liebig
- Published: 01 Jan 2023, Last Modified: 18 May 2023
- CoRR 2023
- Readers: Everyone
Conditional sum-product networks: Modular probabilistic circuits via gate functions
Xiaoting Shao, Alejandro Molina, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig, Kristian Kersting
- 2022 (modified: 16 May 2022)
- Int. J. Approx. Reason. 2022
- Readers: Everyone
Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks
Andreas Roth, Thomas Liebig
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ICDM (Workshops) 2022
- Readers: Everyone
Transforming PageRank into an Infinite-Depth Graph Neural Network
Andreas Roth, Thomas Liebig
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- ECML/PKDD (2) 2022
- Readers: Everyone
Forecasting Algae Growth in Photo-Bioreactors Using Attention LSTMs
Daniel Boiar, Nils Killich, Lukas Schulte, Victor Hernandez Moreno, Jochen Deuse, Thomas Liebig
- Published: 01 Jan 2022, Last Modified: 18 May 2023
- SEFM Workshops 2022
- Readers: Everyone
Certified Data Removal in Sum-Product Networks
Alexander Becker, Thomas Liebig
- Published: 01 Jan 2022, Last Modified: 18 May 2023
- ICKG 2022
- Readers: Everyone
Transforming PageRank into an Infinite-Depth Graph Neural Network
Andreas Roth, Thomas Liebig
- Published: 01 Jan 2022, Last Modified: 18 May 2023
- CoRR 2022
- Readers: Everyone

View all 64 publications

Co-Authors

View all 108 co-authors