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ORCIDChristian Schilling 0001
Christian-Matthias Schilling
Person information
- affiliation: Aalborg University, Denmark
- affiliation (former): University of Konstanz, Konstanz, Germany
- affiliation (former): IST Austria
- affiliation (Ph.D., 2012): University of Freiburg, Freiburg im Breisgau, Germany
Other persons with the same name
- Christian Schilling 0002 — Dortmund University of Technology, Dortmund, Germany
- Christian Schilling 0003 — NDI Europe GmbH, Germany
- Christian Schilling 0004 — RWTH Aachen, Germany
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2020 – today
- 2024
[j6]Ander Gray
, Marcelo Forets, Christian Schilling, Scott Ferson, Luis Benet:
Verified propagation of imprecise probabilities in non-linear ODEs. Int. J. Approx. Reason. 164: 109044 (2024)- [e2]Guy Avni, Mirco Giacobbe, Taylor T. Johnson, Guy Katz, Anna Lukina, Nina Narodytska, Christian Schilling:
AI Verification - First International Symposium, SAIV 2024, Montreal, QC, Canada, July 22-23, 2024, Proceedings. Lecture Notes in Computer Science 14846, Springer 2024, ISBN 978-3-031-65111-3 [contents] - [i26]Florent Delgrange, Guy Avni, Anna Lukina, Christian Schilling, Ann Nowé, Guillermo A. Pérez:
Synthesis of Hierarchical Controllers Based on Deep Reinforcement Learning Policies. CoRR abs/2402.13785 (2024) - [i25]Christian Schilling, Martin Zimmermann:
The Reachability Problem for Neural-Network Control Systems. CoRR abs/2407.04988 (2024) - [i24]Asger Horn Brorholt, Andreas Holck Høeg-Petersen, Kim Guldstrand Larsen, Christian Schilling:
Efficient Shield Synthesis via State-Space Transformation. CoRR abs/2407.19911 (2024) - [i23]Emir Demirovic, Christian Schilling, Anna Lukina:
In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search. CoRR abs/2409.03260 (2024) - [i22]Asger Horn Brorholt, Kim Guldstrand Larsen, Christian Schilling:
Compositional Shielding and Reinforcement Learning for Multi-Agent Systems. CoRR abs/2410.10460 (2024) - 2023
- [j5]Konstantin Kueffner, Anna Lukina, Christian Schilling, Thomas A. Henzinger:
Into the unknown: active monitoring of neural networks (extended version). Int. J. Softw. Tools Technol. Transf. 25(4): 575-592 (2023) - [c51]Matthias Althoff, Marcelo Forets, Yangge Li, Sayan Mitra, Christian Schilling, Mark Wetzlinger, Daniel Zhuang:
ARCH-COMP23 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics. ARCH 2023: 34-60 - [c50]Luca Geretti, Julien Alexandre Dit Sandretto, Matthias Althoff, Luis Benet, Pieter Collins, Marcelo Forets, Elena Ivanova, Yangge Li, Sayan Mitra, Stefan Mitsch, Christian Schilling, Mark Wetzlinger, Daniel Zhuang:
ARCH-COMP23 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics. ARCH 2023: 61-88 - [c49]Diego Manzanas Lopez, Matthias Althoff, Marcelo Forets, Taylor T. Johnson, Tobias Ladner, Christian Schilling:
ARCH-COMP23 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants. ARCH 2023: 89-125 - [c48]Fabian Bauer-Marquart, Stefan Leue, Christian Schilling:
symQV: Automated Symbolic Verification of Quantum Programs. FM 2023: 181-198 - [c47]Niklas Kochdumper, Christian Schilling, Matthias Althoff, Stanley Bak:
Open- and Closed-Loop Neural Network Verification Using Polynomial Zonotopes. NFM 2023: 16-36 - [c46]Christian Schilling, Anna Lukina, Emir Demirovic, Kim Guldstrand Larsen:
Safety Verification of Decision-Tree Policies in Continuous Time. NeurIPS 2023 - [c45]Asger Horn Brorholt, Peter Gjøl Jensen, Kim Guldstrand Larsen, Florian Lorber, Christian Schilling:
Shielded Reinforcement Learning for Hybrid Systems. AISoLA 2023: 33-54 - [c44]Marcelo Forets, Christian Schilling:
The Inverse Problem for Neural Networks. AISoLA 2023: 241-255 - [c43]Christian Schilling, Martin Zimmermann:
The Reachability Problem for Neural-Network Control Systems. AISoLA (Selected Papers) 2023: 455-469 - [e1]Georgiana Caltais, Christian Schilling:
Model Checking Software - 29th International Symposium, SPIN 2023, Paris, France, April 26-27, 2023, Proceedings. Lecture Notes in Computer Science 13872, Springer 2023, ISBN 978-3-031-32156-6 [contents] - [i21]Jan-Georg Smaus, Christian Schilling, Fabian Wenzelmann:
Implementations of two Algorithms for the Threshold Synthesis Problem. CoRR abs/2301.03667 (2023) - [i20]Marcelo Forets, Christian Schilling:
The inverse problem for neural networks. CoRR abs/2308.14093 (2023) - [i19]Asger Horn Brorholt, Peter Gjøl Jensen, Kim Guldstrand Larsen, Florian Lorber, Christian Schilling:
Shielded Reinforcement Learning for Hybrid Systems. CoRR abs/2308.14424 (2023) - 2022
- [j4]Sergiy Bogomolov, Marcelo Forets, Goran Frehse, Andreas Podelski, Christian Schilling:
Decomposing reach set computations with low-dimensional sets and high-dimensional matrices (extended version). Inf. Comput. 289(Part): 104937 (2022) - [c42]Christian Schilling, Marcelo Forets, Sebastián Guadalupe:
Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes. AAAI 2022: 8169-8177 - [c41]Matthias Althoff, Marcelo Forets, Christian Schilling, Mark Wetzlinger:
ARCH-COMP22 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics. ARCH@SAFECOMP 2022: 58-85 - [c40]Luca Geretti, Julien Alexandre Dit Sandretto, Matthias Althoff, Luis Benet, Pieter Collins, Parasara Sridhar Duggirala, Marcelo Forets, Edward Kim, Stefan Mitsch, Christian Schilling, Mark Wetzlinger:
ARCH-COMP22 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics. ARCH@SAFECOMP 2022: 86-112 - [c39]Diego Manzanas Lopez, Matthias Althoff, Luis Benet, Xin Chen, Jiameng Fan, Marcelo Forets, Chao Huang, Taylor T. Johnson, Tobias Ladner, Wenchao Li, Christian Schilling, Qi Zhu:
ARCH-COMP22 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants. ARCH@SAFECOMP 2022: 142-184 - [c38]Miriam García Soto, Thomas A. Henzinger, Christian Schilling:
Synthesis of Parametric Hybrid Automata from Time Series. ATVA 2022: 337-353 - [c37]Kim G. Larsen, Christian Schilling, Jirí Srba:
Simulation Relations and Applications in Formal Methods. Principles of Systems Design 2022: 272-291 - [c36]Marcelo Forets, Christian Schilling:
Conservative Time Discretization: A Comparative Study. IFM 2022: 149-167 - [c35]Fabian Bauer-Marquart, David Boetius, Stefan Leue, Christian Schilling:
SpecRepair: Counter-Example Guided Safety Repair of Deep Neural Networks. SPIN 2022: 79-96 - [i18]Niklas Kochdumper, Christian Schilling, Matthias Althoff, Stanley Bak:
Open- and Closed-Loop Neural Network Verification using Polynomial Zonotopes. CoRR abs/2207.02715 (2022) - [i17]Miriam García Soto, Thomas A. Henzinger, Christian Schilling:
Synthesis of Parametric Hybrid Automata from Time Series. CoRR abs/2208.06383 (2022) - [i16]Fabian Bauer-Marquart, Stefan Leue, Christian Schilling:
symQV: Automated Symbolic Verification of Quantum Programs. CoRR abs/2212.02267 (2022) - 2021
- [c34]Matthias Althoff, Erika Ábrahám, Marcelo Forets, Goran Frehse, Daniel Freire, Christian Schilling, Stefan Schupp, Mark Wetzlinger:
ARCH-COMP21 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics. ARCH@ADHS 2021: 1-31 - [c33]Luca Geretti, Julien Alexandre Dit Sandretto, Matthias Althoff, Luis Benet, Alexandre Chapoutot, Pieter Collins, Parasara Sridhar Duggirala, Marcelo Forets, Edward Kim, Uziel Linares, David P. Sanders, Christian Schilling, Mark Wetzlinger:
ARCH-COMP21 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics. ARCH@ADHS 2021: 32-54 - [c32]Taylor T. Johnson, Diego Manzanas Lopez, Luis Benet, Marcelo Forets, Sebastián Guadalupe, Christian Schilling, Radoslav Ivanov, Taylor J. Carpenter, James Weimer, Insup Lee:
ARCH-COMP21 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants. ARCH@ADHS 2021: 90-119 - [c31]Miriam García Soto, Thomas A. Henzinger, Christian Schilling:
Synthesis of hybrid automata with affine dynamics from time-series data. HSCC 2021: 2:1-2:11 - [c30]Marcelo Forets, Christian Schilling:
Reachability of Weakly Nonlinear Systems Using Carleman Linearization. RP 2021: 85-99 - [c29]Anna Lukina, Christian Schilling, Thomas A. Henzinger:
Into the Unknown: Active Monitoring of Neural Networks. RV 2021: 42-61 - [i15]Miriam García Soto, Thomas A. Henzinger, Christian Schilling:
Synthesis of Hybrid Automata with Affine Dynamics from Time-Series Data. CoRR abs/2102.12734 (2021) - [i14]Fabian Bauer-Marquart, Stefan Leue, Christian Schilling:
DeepOpt: Scalable Specification-based Falsification of Neural Networks using Black-Box Optimization. CoRR abs/2106.01917 (2021) - [i13]Marcelo Forets, Christian Schilling:
Reachability of weakly nonlinear systems using Carleman linearization. CoRR abs/2108.10390 (2021) - [i12]Marcelo Forets, Christian Schilling:
LazySets.jl: Scalable Symbolic-Numeric Set Computations. CoRR abs/2110.01711 (2021) - [i11]Marcelo Forets, Christian Schilling:
Conservative Time Discretization: A Comparative Study. CoRR abs/2111.01454 (2021) - [i10]Christian Schilling, Marcelo Forets, Sebastián Guadalupe:
Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes. CoRR abs/2112.09197 (2021) - 2020
- [j3]Sergiy Bogomolov, Marcelo Forets, Goran Frehse, Kostiantyn Potomkin, Christian Schilling:
Reachability Analysis of Linear Hybrid Systems via Block Decomposition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4018-4029 (2020) - [c28]Matthias Althoff, Stanley Bak, Zongnan Bao, Marcelo Forets, Goran Frehse, Daniel Freire, Niklas Kochdumper, Yangge Li, Sayan Mitra, Rajarshi Ray, Christian Schilling, Stefan Schupp, Mark Wetzlinger:
ARCH-COMP20 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics. ARCH 2020: 16-48 - [c27]Luca Geretti, Julien Alexandre Dit Sandretto, Matthias Althoff, Luis Benet, Alexandre Chapoutot, Xin Chen, Pieter Collins, Marcelo Forets, Daniel Freire, Fabian Immler, Niklas Kochdumper, David P. Sanders, Christian Schilling:
ARCH-COMP20 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics. ARCH 2020: 49-75 - [c26]Thomas A. Henzinger, Anna Lukina, Christian Schilling:
Outside the Box: Abstraction-Based Monitoring of Neural Networks. ECAI 2020: 2433-2440 - [c25]Marcelo Forets, Daniel Freire, Christian Schilling:
Efficient reachability analysis of parametric linear hybrid systems with time-triggered transitions. MEMOCODE 2020: 1-6 - [i9]Marcelo Forets, Daniel Freire, Christian Schilling:
Efficient reachability analysis of parametric linear hybrid systems with time-triggered transitions. CoRR abs/2006.12325 (2020) - [i8]Anna Lukina, Christian Schilling, Thomas A. Henzinger:
Into the unknown: Active monitoring of neural networks. CoRR abs/2009.06429 (2020)
2010 – 2019
- 2019
- [j2]Stanley Bak, Omar Ali Beg, Sergiy Bogomolov, Taylor T. Johnson, Luan Viet Nguyen, Christian Schilling:
Hybrid automata: from verification to implementation. Int. J. Softw. Tools Technol. Transf. 21(1): 87-104 (2019) - [c24]Miriam García Soto, Thomas A. Henzinger, Christian Schilling, Luka Zeleznik:
Membership-Based Synthesis of Linear Hybrid Automata. CAV (1) 2019: 297-314 - [c23]Matthias Althoff, Stanley Bak, Marcelo Forets, Goran Frehse, Niklas Kochdumper, Rajarshi Ray, Christian Schilling, Stefan Schupp:
ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics. ARCH@CPSIoTWeek 2019: 14-40 - [c22]Fabian Immler, Matthias Althoff, Luis Benet, Alexandre Chapoutot, Xin Chen, Marcelo Forets, Luca Geretti, Niklas Kochdumper, David P. Sanders, Christian Schilling:
ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics. ARCH@CPSIoTWeek 2019: 41-61 - [c21]Sergiy Bogomolov, Marcelo Forets, Goran Frehse, Kostiantyn Potomkin, Christian Schilling:
JuliaReach: a toolbox for set-based reachability. HSCC 2019: 39-44 - [c20]Maria Christakis, Matthias Heizmann, Muhammad Numair Mansur, Christian Schilling, Valentin Wüstholz:
Semantic Fault Localization and Suspiciousness Ranking. TACAS (1) 2019: 226-243 - [i7]Sergiy Bogomolov, Marcelo Forets, Goran Frehse, Kostiantyn Potomkin, Christian Schilling:
JuliaReach: a Toolbox for Set-Based Reachability. CoRR abs/1901.10736 (2019) - [i6]Sergiy Bogomolov, Marcelo Forets, Goran Frehse, Kostiantyn Potomkin, Christian Schilling:
Reachability analysis of linear hybrid systems via block decomposition. CoRR abs/1905.02458 (2019) - [i5]Thomas A. Henzinger, Anna Lukina, Christian Schilling:
Outside the Box: Abstraction-Based Monitoring of Neural Networks. CoRR abs/1911.09032 (2019) - 2018
- [b1]Christian-Matthias Schilling:
Fundamental techniques for the scalable analysis of systems. University of Freiburg, Freiburg im Breisgau, Germany, 2018 - [c19]Matthias Althoff, Stanley Bak, Xin Chen, Chuchu Fan, Marcelo Forets, Goran Frehse, Niklas Kochdumper, Yangge Li, Sayan Mitra, Rajarshi Ray, Christian Schilling, Stefan Schupp:
ARCH-COMP18 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics. ARCH@ADHS 2018: 23-52 - [c18]Sergiy Bogomolov, Marcelo Forets, Goran Frehse, Frédéric Viry, Andreas Podelski, Christian Schilling:
Reach Set Approximation through Decomposition with Low-dimensional Sets and High-dimensional Matrices. HSCC 2018: 41-50 - [c17]Matthias Heizmann, Yu-Fang Chen, Daniel Dietsch, Marius Greitschus, Jochen Hoenicke, Yong Li, Alexander Nutz, Betim Musa, Christian Schilling, Tanja Schindler, Andreas Podelski:
Ultimate Automizer and the Search for Perfect Interpolants - (Competition Contribution). TACAS (2) 2018: 447-451 - [c16]Daniel Dietsch, Marius Greitschus, Matthias Heizmann, Jochen Hoenicke, Alexander Nutz, Andreas Podelski, Christian Schilling, Tanja Schindler:
Ultimate Taipan with Dynamic Block Encoding - (Competition Contribution). TACAS (2) 2018: 452-456 - [i4]Sergiy Bogomolov, Marcelo Forets, Goran Frehse, Andreas Podelski, Christian Schilling, Frédéric Viry:
Reach Set Approximation through Decomposition with Low-dimensional Sets and High-dimensional Matrices. CoRR abs/1801.09526 (2018) - 2017
- [c15]Hui Kong, Sergiy Bogomolov, Christian Schilling, Yu Jiang, Thomas A. Henzinger:
Safety Verification of Nonlinear Hybrid Systems Based on Invariant Clusters. HSCC 2017: 163-172 - [c14]Matthias Heizmann, Yu-Wen Chen, Daniel Dietsch, Marius Greitschus, Alexander Nutz, Betim Musa, Claus Schätzle, Christian Schilling, Frank Schüssele, Andreas Podelski:
Ultimate Automizer with an On-Demand Construction of Floyd-Hoare Automata - (Competition Contribution). TACAS (2) 2017: 394-398 - [c13]Marius Greitschus, Daniel Dietsch, Matthias Heizmann, Alexander Nutz, Claus Schätzle, Christian Schilling, Frank Schüssele, Andreas Podelski:
Ultimate Taipan: Trace Abstraction and Abstract Interpretation - (Competition Contribution). TACAS (2) 2017: 399-403 - [c12]Matthias Heizmann, Christian Schilling, Daniel Tischner:
Minimization of Visibly Pushdown Automata Using Partial Max-SAT. TACAS (1) 2017: 461-478 - [i3]Matthias Heizmann, Christian Schilling, Daniel Tischner:
Minimization of Visibly Pushdown Automata Using Partial Max-SAT. CoRR abs/1701.05160 (2017) - 2016
- [j1]Christian Schilling, Sergiy Bogomolov, Thomas A. Henzinger, Andreas Podelski, Jakob Ruess:
Adaptive moment closure for parameter inference of biochemical reaction networks. Biosyst. 149: 15-25 (2016) - [c11]Parasara Sridhar Duggirala, Chuchu Fan, Matthew Potok, Bolun Qi, Sayan Mitra, Mahesh Viswanathan, Stanley Bak, Sergiy Bogomolov, Taylor T. Johnson, Luan Viet Nguyen, Christian Schilling, Andrew Sogokon, Hoang-Dung Tran, Weiming Xiang:
Tutorial: Software tools for hybrid systems verification, transformation, and synthesis: C2E2, HyST, and TuLiP. CCA 2016: 1024-1029 - [c10]Stanley Bak, Sergiy Bogomolov, Christian Schilling:
High-level Hybrid Systems Analysis with Hypy. ARCH@CPSWeek 2016: 80-90 - [c9]Hui Kong, Ezio Bartocci, Sergiy Bogomolov, Radu Grosu, Thomas A. Henzinger, Yu Jiang, Christian Schilling:
Discrete Abstraction of Multiaffine Systems. HSB 2016: 128-144 - [i2]Hui Kong, Sergiy Bogomolov, Christian Schilling, Yu Jiang, Thomas A. Henzinger:
Invariant Clusters for Hybrid Systems. CoRR abs/1605.01450 (2016) - [i1]Daniel Bryce, Sergiy Bogomolov, Alexander Heinz, Christian Schilling:
Instrumenting an SMT Solver to Solve Hybrid Network Reachability Problems. CoRR abs/1609.03847 (2016) - 2015
- [c8]Sergiy Bogomolov, Thomas A. Henzinger, Andreas Podelski, Jakob Ruess, Christian Schilling:
Adaptive Moment Closure for Parameter Inference of Biochemical Reaction Networks. CMSB 2015: 77-89 - [c7]Sergiy Bogomolov, Christian Schilling, Ezio Bartocci, Grégory Batt, Hui Kong, Radu Grosu:
Abstraction-Based Parameter Synthesis for Multiaffine Systems. Haifa Verification Conference 2015: 19-35 - [c6]Luan Viet Nguyen, Christian Schilling, Sergiy Bogomolov, Taylor T. Johnson:
HyRG: a random generation tool for affine hybrid automata. HSCC 2015: 289-290 - [c5]Luan Viet Nguyen, Christian Schilling, Sergiy Bogomolov, Taylor T. Johnson:
Runtime Verification for Hybrid Analysis Tools. RV 2015: 281-286 - 2014
- [c4]Matthias Heizmann, Jürgen Christ, Daniel Dietsch, Jochen Hoenicke, Markus Lindenmann, Betim Musa, Christian Schilling, Stefan Wissert, Andreas Podelski:
Ultimate Automizer with Unsatisfiable Cores - (Competition Contribution). TACAS 2014: 418-420 - 2013
- [c3]Christian Schilling, Jan-Georg Smaus, Fabian Wenzelmann:
A Pretty Complete Combinatorial Algorithm for the Threshold Synthesis Problem. IWOCA 2013: 458-462 - [c2]Matthias Heizmann, Jürgen Christ, Daniel Dietsch, Evren Ermis, Jochen Hoenicke, Markus Lindenmann, Alexander Nutz, Christian Schilling, Andreas Podelski:
Ultimate Automizer with SMTInterpol - (Competition Contribution). TACAS 2013: 641-643 - 2012
- [c1]Jan-Georg Smaus, Christian Schilling, Fabian Wenzelmann:
Implementations of two algorithms for the threshold synthesis problem. ISAIM 2012
Coauthor Index
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