Thomas Liebig

89 papers A* 1A 1B 4C 4Misc 2Journal 36Unranked 38
YearRankTypeTitle / Venue / Authors
2026 J jnl
AALF: Almost Always Linear Forecasting.
Mach. Learn.
Matthias Jakobs, Thomas Liebig
2025 J jnl
Bridging the Communication Gap: Evaluating AI Labeling Practices for Trustworthy AI Development.
CoRR
Raphael Fischer, Magdalena Wischnewski, Alexander Van Der Staay, Katharina Poitz, Christian Janiesch, Thomas Liebig
2025 J jnl
Graph Deep Learning for Intracranial Aneurysm Blood Flow Simulation and Risk Assessment.
CoRR
Paul Garnier, Pablo Jeken-Rico, Vincent Lannelongue, Chiara Faitini, Aurèle Goetz, Lea Chanvillard, Ramy Nemer, Jonathan Viquerat, Ugo Pelissier, Philippe Meliga, Jacques Sédat, Thomas Liebig, Yves Chau, Elie Hachem
2025 A* conf
What Can We Learn From MIMO Graph Convolutions?
IJCAI
Andreas Roth, Thomas Liebig
2025 J jnl
What Can We Learn From MIMO Graph Convolutions?
CoRR
Andreas Roth, Thomas Liebig
2024 J jnl
AALF: Almost Always Linear Forecasting.
CoRR
Matthias Jakobs, Thomas Liebig
2024 C conf
Enhancing Safety for Autonomous Agents in Partly Concealed Urban Traffic Environments Through Representation-Based Shielding.
IV
Pierre Haritz, David Wanke, Thomas Liebig
2024 J jnl
Enhancing Safety for Autonomous Agents in Partly Concealed Urban Traffic Environments Through Representation-Based Shielding.
CoRR
Pierre Haritz, David Wanke, Thomas Liebig
2024 J jnl
ICE-T: A Multi-Faceted Concept for Teaching Machine Learning.
CoRR
Hendrik Krone, Pierre Haritz, Thomas Liebig
2024 — conf
MetaQuRe: Meta-learning from Model Quality and Resource Consumption.
ECML/PKDD (7)
Raphael Fischer, Marcel Wever, Sebastian Buschjäger, Thomas Liebig
2024 — conf
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph.
LoG
Andreas Roth, Franka Bause, Nils Morten Kriege, Thomas Liebig
2024 J jnl
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph.
CoRR
Andreas Roth, Franka Bause, Nils M. Kriege, Thomas Liebig
2024 J jnl
The dynamics of a bicycle on a pump track - first results on modeling and optimal control.
Autom.
Julian Golembiewski, Marcus Schmidt, Benedikt Terschluse, Thomas Jaitner, Thomas Liebig, Timm Faulwasser
2024 J jnl
Towards more sustainable and trustworthy reporting in machine learning.
Data Min. Knowl. Discov.
Raphael Fischer, Thomas Liebig, Katharina Morik
2024 C conf
Using Petri Nets as an Integrated Constraint Mechanism for Reinforcement Learning Tasks.
IV
Timon Sachweh, Pierre Haritz, Thomas Liebig
2024 J jnl
Using Petri Nets as an Integrated Constraint Mechanism for Reinforcement Learning Tasks.
CoRR
Timon Sachweh, Pierre Haritz, Thomas Liebig
2023 — conf
Curvature-Based Pooling Within Graph Neural Networks.
PKDD/ECML Workshops (3)
Cedric Sanders, Andreas Roth, Thomas Liebig
2023 J jnl
Curvature-based Pooling within Graph Neural Networks.
CoRR
Cedric Sanders, Andreas Roth, Thomas Liebig
2023 C conf
Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks.
ACML
Andreas Roth, Thomas Liebig
2023 J jnl
Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks.
CoRR
Andreas Roth, Thomas Liebig
2023 J jnl
Distributed LSTM-Learning from Differentially Private Label Proportions.
CoRR
Timon Sachweh, Daniel Boiar, Thomas Liebig
2023 — conf
Free-Energy Advantage Functions for Policy Transfer to Noisy Environments with Safety Constraints.
LWDA
Pierre Haritz, Thomas Liebig
2023 — conf
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks.
LoG
Andreas Roth, Thomas Liebig
2023 J jnl
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks.
CoRR
Andreas Roth, Thomas Liebig
2023 J jnl
The Dynamics of a Bicycle on a Pump Track - First Results on Modeling and Optimal Control.
CoRR
Julian Golembiewski, Marcus Schmidt, Benedikt Terschluse, Thomas Jaitner, Thomas Liebig, Timm Faulwasser
2022 — conf
Certified Data Removal in Sum-Product Networks.
ICKG
Alexander Becker, Thomas Liebig
2022 J jnl
Certified Data Removal in Sum-Product Networks.
CoRR
Alexander Becker, Thomas Liebig
2022 J jnl
Conditional sum-product networks: Modular probabilistic circuits via gate functions.
Int. J. Approx. Reason.
Xiaoting Shao, Alejandro Molina, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig, Kristian Kersting
2022 — conf
Distributed LSTM-Learning from Differentially Private Label Proportions.
ICDM (Workshops)
Timon Sachweh, Daniel Boiar, Thomas Liebig
2022 J jnl
Evaluating Machine Unlearning via Epistemic Uncertainty.
CoRR
Alexander Becker, Thomas Liebig
2022 — conf
Forecasting Algae Growth in Photo-Bioreactors Using Attention LSTMs.
SEFM Workshops
Daniel Boiar, Nils Killich, Lukas Schulte, Victor Hernandez Moreno, Jochen Deuse, Thomas Liebig
2022 — conf
Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks.
ICDM (Workshops)
Andreas Roth, Thomas Liebig
2022 J jnl
Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks.
CoRR
Andreas Roth, Thomas Liebig
2022 — ch.
Inner-City Traffic Flow Prediction with Sparse Sensors.
Mach. Learn. under Resour. Constraints Vol. 3 (3)
Thomas Liebig
2022 J jnl
LOSDD: Leave-Out Support Vector Data Description for Outlier Detection.
CoRR
Daniel Boiar, Thomas Liebig, Erich Schubert
2022 — conf
Transforming PageRank into an Infinite-Depth Graph Neural Network.
ECML/PKDD (2)
Andreas Roth, Thomas Liebig
2022 J jnl
Transforming PageRank into an Infinite-Depth Graph Neural Network.
CoRR
Andreas Roth, Thomas Liebig
2021 — conf
Differentially Private Learning from Label Proportions.
PKDD/ECML Workshops (1)
Timon Sachweh, Daniel Boiar, Thomas Liebig
2021 — conf
Self-Supervised Source Code Annotation from Related Research Papers.
ICDM (Workshops)
Pierre Haritz, Lukas Pfahler, Thomas Liebig, Helena Kotthaus
2020 J jnl
Boosting Vehicle-to-Cloud Communication by Machine Learning-Enabled Context Prediction.
IEEE Trans. Intell. Transp. Syst.
Benjamin Sliwa, Robert Falkenberg, Thomas Liebig, Nico Piatkowski, Christian Wietfeld
2020 — conf
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures.
PGM
Xiaoting Shao, Alejandro Molina, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig, Kristian Kersting
2020 — conf
Knowledge Discovery on Blockchains: Challenges and Opportunities for Distributed Event Detection Under Constraints.
PKDD/ECML Workshops
Cedric Sanders, Thomas Liebig
2019 J jnl
Boosting Vehicle-to-cloud Communication by Machine Learning-enabled Context Prediction.
CoRR
Benjamin Sliwa, Robert Falkenberg, Thomas Liebig, Nico Piatkowski, Christian Wietfeld
2019 J jnl
Charging control of electric vehicles using contextual bandits considering the electrical distribution grid.
CoRR
Christian Römer, Johannes Hiry, Chris Kittl, Thomas Liebig, Christian Rehtanz
2019 J jnl
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures.
CoRR
Xiaoting Shao, Alejandro Molina, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig, Kristian Kersting
2019 C conf
Gaussian Model Trees for Traffic Imputation.
ICPRAM
Sebastian Buschjäger, Thomas Liebig, Katharina Morik
2019 J jnl
Knowledge Discovery on Blockchains: Challenges and Opportunities.
CoRR
Cedric Sanders, Thomas Liebig
2019 — conf
System-of-Systems Modeling, Analysis and Optimization of Hybrid Vehicular Traffic.
SysCon
Benjamin Sliwa, Thomas Liebig, Tim Vranken, Michael Schreckenberg, Christian Wietfeld
2019 J jnl
System-of-Systems Modeling, Analysis and Optimization of Hybrid Vehicular Traffic.
CoRR
Benjamin Sliwa, Thomas Liebig, Tim Vranken, Michael Schreckenberg, Christian Wietfeld
2018 B conf
Crowd-Based Ecofriendly Trip Planning.
MDM
Dimitrios Tomaras, Vana Kalogeraki, Thomas Liebig, Dimitrios Gunopulos
2018 — conf
Efficient Machine-Type Communication Using Multi-Metric Context-Awareness for Cars Used as Mobile Sensors in Upcoming 5G Networks.
VTC Spring
Benjamin Sliwa, Thomas Liebig, Robert Falkenberg, Johannes Pillmann, Christian Wietfeld
2018 J jnl
Efficient Machine-type Communication using Multi-metric Context-awareness for Cars used as Mobile Sensors in Upcoming 5G Networks.
CoRR
Benjamin Sliwa, Thomas Liebig, Robert Falkenberg, Johannes Pillmann, Christian Wietfeld
2018 J jnl
Geospatial IoT - The Need for Event-Driven Architectures in Contemporary Spatial Data Infrastructures.
ISPRS Int. J. Geo Inf.
Matthes Rieke, Lorenzo Bigagli, Stefan Herlé, Simon Jirka, Alexander Kotsev, Thomas Liebig, Christian Malewski, Thomas Paschke, Christoph Stasch
2018 — conf
Machine Learning Based Context-Predictive Car-to-Cloud Communication Using Multi-Layer Connectivity Maps for Upcoming 5G Networks.
VTC Fall
Benjamin Sliwa, Robert Falkenberg, Thomas Liebig, Johannes Pillmann, Christian Wietfeld
2018 J jnl
Machine learning based context-predictive car-to-cloud communication using multi-layer connectivity maps for upcoming 5G networks.
CoRR
Benjamin Sliwa, Thomas Liebig, Robert Falkenberg, Johannes Pillmann, Christian Wietfeld
2018 B conf
Resource-Efficient Transmission of Vehicular Sensor Data Using Context-Aware Communication.
MDM
Benjamin Sliwa, Thomas Liebig, Robert Falkenberg, Johannes Pillmann, Christian Wietfeld
2018 J jnl
Resource-efficient Transmission of Vehicular Sensor Data Using Context-aware Communication.
CoRR
Benjamin Sliwa, Thomas Liebig, Robert Falkenberg, Johannes Pillmann, Christian Wietfeld
2017 Misc conf
Dynamic Map Update of Non-static Facility Logistics Environment with a Multi-robot System.
KI
Nayabrasul Shaik, Thomas Liebig, Christopher Kirsch, Heinrich Müller
2017 — conf
Dynamic Transfer Patterns for Fast Multi-modal Route Planning.
AGILE Conf.
Thomas Liebig, Sebastian Peter, Maciej Grzenda, Konstanty Junosza-Szaniawski
2017 J jnl
Dynamic route planning with real-time traffic predictions.
Inf. Syst.
Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik
2017 — conf
On Avoiding Traffic Jams with Dynamic Self-Organizing Trip Planning.
COSIT
Thomas Liebig, Maurice Sotzny
2017 Misc conf
Real-Time Public Transport Delay Prediction for Situation-Aware Routing.
KI
Lukas Heppe, Thomas Liebig
2016 — conf
INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data.
ECML/PKDD (3)
Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien, Dermot Kinane, Jakub Marecek, Jia Yuan Yu, Rudi Verago, Elizabeth Daly, Nico Piatkowski, Thomas Liebig, Christian Bockermann, Katharina Morik, François Schnitzler, Matthias Weidlich, Avigdor Gal, Shie Mannor, Hendrik Stange, Werner Halft, Gennady L. Andrienko
2016 — conf
On Event Detection from Spatial Time Series for Urban Traffic Applications.
Solving Large Scale Learning Tasks
Gustavo Souto, Thomas Liebig
2015 — conf
2nd International Workshop on Mining Urban Data (Preface).
MUD@ICML
Ioannis Katakis, François Schnitzler, Thomas Liebig
2015 — conf
Distributed Traffic Flow Prediction with Label Proportions: From in-Network towards High Performance Computation with MPI.
MUD@ICML
Thomas Liebig, Marco Stolpe, Katharina Morik
2015 — conf
Privacy Preserving Centralized Counting of Moving Objects.
AGILE Conf.
Thomas Liebig
2015 — ed.
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), Lille, France, July 11th, 2015.
MUD@ICML
Ioannis Katakis, François Schnitzler, Thomas Liebig, Dimitrios Gunopulos, Katharina Morik, Gennady L. Andrienko, Shie Mannor
2015 — conf
Report from Dagstuhl: SocioPaths - Multimodal Door-to-Door Route Planning via Social Paths.
MUD@ICML
Thomas Liebig, Sabine Storandt, Peter Sanders, Walied Othman, Stefan Funke
2014 — conf
Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center.
EDBT/ICDT Workshops
François Schnitzler, Thomas Liebig, Shie Mannor, Katharina Morik
2014 — conf
Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights.
ECML/PKDD (3)
François Schnitzler, Alexander Artikis, Matthias Weidlich, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dermot Kinane, Dimitrios Gunopulos
2014 B conf
Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management.
EDBT
Alexander Artikis, Matthias Weidlich, François Schnitzler, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dimitrios Gunopulos, Dermot Kinane
2014 — conf
Heterogeneous stream processing for disaster detection and alarming.
IEEE BigData
François Schnitzler, Thomas Liebig, Shie Marmor, Gustavo Souto, Sebastian Bothe, Hendrik Stange
2014 — conf
Predictive Trip Planning - Smart Routing in Smart Cities.
EDBT/ICDT Workshops
Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik
2014 — conf
Route Planning with Real-Time Traffic Predictions.
LWA
Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik
2013 — —
Pedestrian Mobility Mining with Movement Patterns.
Thomas Liebig
2013 J jnl
Report from Dagstuhl: the liberation of mobile location data and its implications for privacy research.
ACM SIGMOBILE Mob. Comput. Commun. Rev.
Gennady L. Andrienko, Aris Gkoulalas-Divanis, Marco Gruteser, Christine Kopp, Thomas Liebig, Klaus Rechert
2013 — conf
Using Data from Location Based Social Networks for Urban Activity Clustering.
AGILE Conf.
Roberto Rösler, Thomas Liebig
2012 — conf
Incorporating Mobility Patterns in Pedestrian Quantity Estimation and Sensor Placement.
CitiSens
Thomas Liebig, Zhao Xu, Michael May
2012 — conf
Modelling Microscopic Pedestrian Mobility using Bluetooth.
ICAART (2)
Thomas Liebig, Armel Ulrich Kemloh Wagoum
2012 B conf
Monitoring Microscopic Pedestrian Mobility Using Bluetooth.
Intelligent Environments
Patrick Utsch, Thomas Liebig
2012 — conf
Pedestrian Quantity Estimation with Trajectory Patterns.
ECML/PKDD (2)
Thomas Liebig, Zhao Xu, Michael May, Stefan Wrobel
2012 J jnl
Visual Analytics for Understanding Spatial Situations from Episodic Movement Data.
Künstliche Intell.
Natalia V. Andrienko, Gennady L. Andrienko, Hendrik Stange, Thomas Liebig, Dirk Hecker
2011 — conf
Analytical workflow of monitoring human mobility in big event settings using Bluetooth.
ISA
Hendrik Stange, Thomas Liebig, Dirk Hecker, Gennady L. Andrienko, Natalia V. Andrienko
2010 J jnl
MRI plaque imaging reveals high-risk carotid plaques especially in diabetic patients irrespective of the degree of stenosis.
BMC Medical Imaging
Lorena Esposito, T. Saam, Peter Heider, Angelina Bockelbrink, Jaroslav Pelisek, D. Sepp, Regina Feurer, Claudia Winkler, Thomas Liebig, Katrin Holzer, Olivier Pauly, Suwad Sadikovic, Bernhard Hemmer, Holger Poppert
2009 — conf
Fast Visual Trajectory Analysis Using Spatial Bayesian Networks.
ICDM Workshops
Thomas Liebig, Christine Körner, Michael May
2008 — conf
Scalable Sparse Bayesian Network Learning for Spatial Applications.
ICDM Workshops
Thomas Liebig, Christine Körner, Michael May
2000 — conf
Registrierung und Fusion von funktionellen und anatomischen MRT-Daten: Quantitative Genauigkeitsanalyse und Anwendung in der navigierten Neurochirurgie.
Bildverarbeitung für die Medizin
Torsten Rohlfing, Jürgen Beier, Jay B. West, Ulrich-Wilhelm Thomale, Thomas Liebig, Christian A. Taschner
1999 A conf
Automated Registration and Fusion of Functional and Anatomical MRI for Navigated Neurosurgery.
MICCAI
Torsten Rohlfing, Jürgen Beier, Jay B. West, Ulrich-Wilhelm Thomale, Thomas Liebig, Christian A. Taschner