Christian Schilling

Orcid: 0000-0003-3658-1065

Affiliations:
  • Aalborg University, Denmark
  • University of Konstanz, Konstanz, Germany (former)
  • IST Austria (former)
  • University of Freiburg, Freiburg im Breisgau, Germany (Ph.D., 2012)


According to our database1, Christian Schilling authored at least 55 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Verified propagation of imprecise probabilities in non-linear ODEs.
Int. J. Approx. Reason., January, 2024

Synthesis of Hierarchical Controllers Based on Deep Reinforcement Learning Policies.
CoRR, 2024

2023
Into the unknown: active monitoring of neural networks (extended version).
Int. J. Softw. Tools Technol. Transf., August, 2023

The Inverse Problem for Neural Networks.
Proceedings of the Bridging the Gap Between AI and Reality, 2023

Shielded Reinforcement Learning for Hybrid Systems.
Proceedings of the Bridging the Gap Between AI and Reality, 2023

Safety Verification of Decision-Tree Policies in Continuous Time.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Open- and Closed-Loop Neural Network Verification Using Polynomial Zonotopes.
Proceedings of the NASA Formal Methods - 15th International Symposium, 2023

symQV: Automated Symbolic Verification of Quantum Programs.
Proceedings of the Formal Methods - 25th International Symposium, 2023

2022
Decomposing reach set computations with low-dimensional sets and high-dimensional matrices (extended version).
Inf. Comput., 2022

SpecRepair: Counter-Example Guided Safety Repair of Deep Neural Networks.
Proceedings of the Model Checking Software - 28th International Symposium, 2022

Conservative Time Discretization: A Comparative Study.
Proceedings of the Integrated Formal Methods - 17th International Conference, 2022

Simulation Relations and Applications in Formal Methods.
Proceedings of the Principles of Systems Design, 2022

Synthesis of Parametric Hybrid Automata from Time Series.
Proceedings of the Automated Technology for Verification and Analysis, 2022

Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
LazySets.jl: Scalable Symbolic-Numeric Set Computations.
CoRR, 2021

DeepOpt: Scalable Specification-based Falsification of Neural Networks using Black-Box Optimization.
CoRR, 2021

Into the Unknown: Active Monitoring of Neural Networks.
Proceedings of the Runtime Verification - 21st International Conference, 2021

Reachability of Weakly Nonlinear Systems Using Carleman Linearization.
Proceedings of the Reachability Problems - 15th International Conference, 2021

Synthesis of hybrid automata with affine dynamics from time-series data.
Proceedings of the HSCC '21: 24th ACM International Conference on Hybrid Systems: Computation and Control, 2021

ARCH-COMP21 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants.
Proceedings of the 8th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH21), 2021

ARCH-COMP21 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.
Proceedings of the 8th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH21), 2021

ARCH-COMP21 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of the 8th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH21), 2021

2020
Reachability Analysis of Linear Hybrid Systems via Block Decomposition.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Efficient reachability analysis of parametric linear hybrid systems with time-triggered transitions.
Proceedings of the 18th ACM/IEEE International Conference on Formal Methods and Models for System Design, 2020

Outside the Box: Abstraction-Based Monitoring of Neural Networks.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

ARCH-COMP20 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.
Proceedings of the ARCH20. 7th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH20), 2020

ARCH-COMP20 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of the ARCH20. 7th International Workshop on Applied Verification of Continuous and Hybrid Systems (ARCH20), 2020

2019
Hybrid automata: from verification to implementation.
Int. J. Softw. Tools Technol. Transf., 2019

Semantic Fault Localization and Suspiciousness Ranking.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2019

JuliaReach: a toolbox for set-based reachability.
Proceedings of the 22nd ACM International Conference on Hybrid Systems: Computation and Control, 2019

ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.
Proceedings of the ARCH19. 6th International Workshop on Applied Verification of Continuous and Hybrid Systemsi, 2019

ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of the ARCH19. 6th International Workshop on Applied Verification of Continuous and Hybrid Systemsi, 2019

Membership-Based Synthesis of Linear Hybrid Automata.
Proceedings of the Computer Aided Verification - 31st International Conference, 2019

2018
Fundamental techniques for the scalable analysis of systems.
PhD thesis, 2018

Ultimate Automizer and the Search for Perfect Interpolants - (Competition Contribution).
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2018

Ultimate Taipan with Dynamic Block Encoding - (Competition Contribution).
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2018

Reach Set Approximation through Decomposition with Low-dimensional Sets and High-dimensional Matrices.
Proceedings of the 21st International Conference on Hybrid Systems: Computation and Control (part of CPS Week), 2018

ARCH-COMP18 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics.
Proceedings of the ARCH18. 5th International Workshop on Applied Verification of Continuous and Hybrid Systems, 2018

2017
Minimization of Visibly Pushdown Automata Using Partial Max-SAT.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2017

Ultimate Automizer with an On-Demand Construction of Floyd-Hoare Automata - (Competition Contribution).
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2017

Ultimate Taipan: Trace Abstraction and Abstract Interpretation - (Competition Contribution).
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2017

Safety Verification of Nonlinear Hybrid Systems Based on Invariant Clusters.
Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control, 2017

2016
Invariant Clusters for Hybrid Systems.
CoRR, 2016

Instrumenting an SMT Solver to Solve Hybrid Network Reachability Problems.
CoRR, 2016

Adaptive moment closure for parameter inference of biochemical reaction networks.
Biosyst., 2016

Discrete Abstraction of Multiaffine Systems.
Proceedings of the Hybrid Systems Biology - 5th International Workshop, 2016

High-level Hybrid Systems Analysis with Hypy.
Proceedings of the ARCH@CPSWeek 2016, 2016

Tutorial: Software tools for hybrid systems verification, transformation, and synthesis: C2E2, HyST, and TuLiP.
Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015
Runtime Verification for Hybrid Analysis Tools.
Proceedings of the Runtime Verification - 6th International Conference, 2015

HyRG: a random generation tool for affine hybrid automata.
Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, 2015

Abstraction-Based Parameter Synthesis for Multiaffine Systems.
Proceedings of the Hardware and Software: Verification and Testing, 2015

2014
Ultimate Automizer with Unsatisfiable Cores - (Competition Contribution).
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2014

2013
Ultimate Automizer with SMTInterpol - (Competition Contribution).
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2013

A Pretty Complete Combinatorial Algorithm for the Threshold Synthesis Problem.
Proceedings of the Combinatorial Algorithms - 24th International Workshop, 2013

2012
Implementations of two algorithms for the threshold synthesis problem.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2012


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