Publications

2024
DOI Matthias Volk, Falak Sher, Joost-Pieter Katoen, Mariëlle Stoelinga. SAFEST, 7 pages, IEEE, 2024.
DOIFull Text Duo Zhou, Christopher Jan-Steffen Brix, Grani A. Hanasusanto, Huan Zhang. Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes, Volume 37 of Advances in neural information processing systems, pages 29324-29353, [Verlag nicht ermittelbar], 2024.
Frederik Heigold. Semantics-preserving transformation of Java source code, 2024.
Julia Walczak. Testing the applicability of robustness evaluation methods for neural networks on nonlinear real arithmetic problems using α-β-CROWN and foolbox, 2024.
DOIFull Text Christopher Jan-Steffen Brix, Stanley Bak, Taylor T. Johnson, Haoze Wu. The Fifth International Verification of Neural Networks Competition (VNN-COMP 2024), 102 pages, Universitätsbibliothek der RWTH Aachen, 2024.
Yejun Tang. Transfer of branching heuristics for neural network verification to alpha-beta-CROWN and evaluation of large-scale verification benchmarks, 2024.
2023
DOIFull Text . 22. Kolloquium Programmiersprachen und Grundlagen der Programmierung, Volume AIB-2023-03 of Aachener Informatik-Berichte, pages 1 Online-Ressource, RWTH Aachen University, Department of Computer Science, 2023.
DOIFull Text Kevin Batz, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Christoph Matheja, Lena Verscht. A Calculus for Amortized Expected Runtimes, pages 67, ACM, 2023.
DOIFull Text Philipp Schroer, Kevin Batz, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Christoph Matheja. A Deductive Verification Infrastructure for Probabilistic Programs, pages 294, ACM, 2023.
DOIFull Text Philipp Schroer, Kevin Batz, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Christoph Matheja. A Deductive Verification Infrastructure for Probabilistic Programs (Extended Version), pages 1-48, 2023.
DOI Arnd Hartmanns, Sebastian Junges, Tim Quatmann, Maximilian Weininger. A Practitioner’s Guide to MDP Model Checking Algorithms, Volume 13993 of LNCS, pages 469-488, Springer, 2023.
Timm Spork. Approximate probabilistic bisimulations and quotienting, 186 pages, 2023.
Daniel Alexander Heinen. Architecture-oriented safety verification of transformer networks via program analysis, 2023.
Ebru Kusak. Automated assessment of regular expressions, 2023.
Umut Yigit Dural. Automatic algorithm selection for probabilistic model checking using machine learning, 2023.
DOIFull Text Bahare Salmani Barzoki, Joost-Pieter Katoen. Automatically Finding the Right Probabilities in Bayesian Networks, pages 1637-1696, AI Access Found., 2023.
DOIFull Text Tobias Winkler, Joost-Pieter Katoen. Certificates for Probabilistic Pushdown Automata via Optimistic Value Iteration, Volume 13994 of LNCS, pages 391-409, Springer, 2023.
Felix Faber. Comparison of symbolic maximal end component decomposition algorithms, 61 pages, 2023.
Lasse van der Woude. Evaluation of out-of-distribution detection techniques for dataset filtering, 2023.
DOI Lutz Klinkenberg, Christian Blumenthal, Mingshuai Chen, Darion Haase, Joost-Pieter Katoen. Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions, 54 pages, 2023.
DOIFull Text Lutz Klinkenberg, Tobias Winkler, Mingshuai Chen, Joost-Pieter Katoen. Exact Probabilistic Inference Using Generating Functions, 3 pages, 2023.
DOI Bahare Salmani Barzoki, Joost-Pieter Katoen. Finding an ϵ-Close Minimal Variation of Parameters in Bayesian Networks, International Joint Conferences on Artificial Intelligence, 2023.
DOIFull Text Christopher Jan-Steffen Brix, Mark Niklas Müller, Stanley Bak, Taylor T. Johnson, Changliu Liu. First three years of the international verification of neural networks competition (VNN-COMP), pages 329-339, Springer, 2023.
DOI . Formal Methods: 25th International Symposium, FM 2023, Lübeck, Germany, March 6-10, 2023, Volume 14000 of LNCS, pages xvi, 659 Seiten : Diagramme, Springer, 2023.
DOIFull Text Shenghua Feng, Mingshuai Chen, Han Su, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Naijun Zhan. Lower Bounds for Possibly Divergent Probabilistic Programs, pages 99, ACM, 2023.