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385 Publications
2023 | Conference Paper | IST-REx-ID: 12854 | 
Chalupa M, Henzinger TA. 2023. Bubaak: Runtime monitoring of program verifiers. Tools and Algorithms for the Construction and Analysis of Systems. TACAS: Tools and Algorithms for the Construction and Analysis of Systems, LNCS, vol. 13994, 535–540.
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2023 | Conference Paper | IST-REx-ID: 12856 |
Chalupa M, Mühlböck F, Muroya Lei S, Henzinger TA. 2023. Vamos: Middleware for best-effort third-party monitoring. Fundamental Approaches to Software Engineering. FASE: Fundamental Approaches to Software Engineering, LNCS, vol. 13991, 260–281.
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2023 | Technical Report | IST-REx-ID: 12407 |
Chalupa M, Mühlböck F, Muroya Lei S, Henzinger TA. 2023. VAMOS: Middleware for Best-Effort Third-Party Monitoring, Institute of Science and Technology Austria, 38p.
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2023 | Conference Paper | IST-REx-ID: 13142 |
Chatterjee K, Henzinger TA, Lechner M, Zikelic D. 2023. A learner-verifier framework for neural network controllers and certificates of stochastic systems. Tools and Algorithms for the Construction and Analysis of Systems . TACAS: Tools and Algorithms for the Construction and Analysis of Systems, LNCS, vol. 13993, 3–25.
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2023 | Conference Paper | IST-REx-ID: 13141 |
Anand A, Mallik K, Nayak SP, Schmuck AK. 2023. Computing adequately permissive assumptions for synthesis. TACAS 2023: Tools and Algorithms for the Construction and Analysis of Systems. TACAS: Tools and Algorithms for the Construction and Analysis of Systems, LNCS, vol. 13994, 211–228.
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2023 | Conference Paper | IST-REx-ID: 12467 |
Henzinger TA, Mazzocchi NA, Sarac NE. 2023. Quantitative safety and liveness. 26th International Conference Foundations of Software Science and Computation Structures. FOSSACS: Foundations of Software Science and Computation Structures, LNCS, vol. 13992, 349–370.
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2023 | Conference Paper | IST-REx-ID: 13292 |
Henzinger TA, Kebis P, Mazzocchi NA, Sarac NE. 2023. Regular methods for operator precedence languages. 50th International Colloquium on Automata, Languages, and Programming. ICALP: International Colloquium on Automata, Languages, and Programming, LIPIcs, vol. 261, 129:1--129:20.
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2023 | Journal Article | IST-REx-ID: 12704 |
Lechner M, Amini A, Rus D, Henzinger TA. 2023. Revisiting the adversarial robustness-accuracy tradeoff in robot learning. IEEE Robotics and Automation Letters. 8(3), 1595–1602.
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2023 | Journal Article | IST-REx-ID: 12876 |
Beneš N, Brim L, Huvar O, Pastva S, Šafránek D. 2023. Boolean network sketches: A unifying framework for logical model inference. Bioinformatics. 39(4), btad158.
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2023 | Conference Paper | IST-REx-ID: 14242 |
Lechner M, Zikelic D, Chatterjee K, Henzinger TA, Rus D. 2023. Quantization-aware interval bound propagation for training certifiably robust quantized neural networks. Proceedings of the 37th AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence vol. 37, 14964–14973.
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2023 | Conference Paper | IST-REx-ID: 14243 |
Avni G, Jecker IR, Zikelic D. 2023. Bidding graph games with partially-observable budgets. Proceedings of the 37th AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence vol. 37, 5464–5471.
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2023 | Conference Paper | IST-REx-ID: 13310 |
Henzinger TA, Karimi M, Kueffner K, Mallik K. 2023. Monitoring algorithmic fairness. Computer Aided Verification. CAV: Computer Aided Verification, LNCS, vol. 13965, 358–382.
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2023 | Conference Paper | IST-REx-ID: 13221 |
Boker U, Henzinger TA, Mazzocchi NA, Sarac NE. 2023. Safety and liveness of quantitative automata. 34th International Conference on Concurrency Theory. CONCUR: Conference on Concurrency Theory, LIPIcs, vol. 279, 17.
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2023 | Conference Paper | IST-REx-ID: 14405 |
Bartocci E, Henzinger TA, Nickovic D, Oliveira da Costa A. 2023. Hypernode automata. 34th International Conference on Concurrency Theory. CONCUR: Conference on Concurrency Theory, LIPIcs, vol. 279, 21.
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2023 | Conference Paper | IST-REx-ID: 14454 |
Henzinger TA, Kueffner K, Mallik K. 2023. Monitoring algorithmic fairness under partial observations. 23rd International Conference on Runtime Verification. RV: Conference on Runtime Verification, LNCS, vol. 14245, 291–311.
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2023 | Conference Paper | IST-REx-ID: 14518 |
Avni G, Meggendorfer T, Sadhukhan S, Tkadlec J, Zikelic D. 2023. Reachability poorman discrete-bidding games. Frontiers in Artificial Intelligence and Applications. ECAI: European Conference on Artificial Intelligence vol. 372, 141–148.
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2023 | Conference Paper | IST-REx-ID: 14559
Ansaripour M, Chatterjee K, Henzinger TA, Lechner M, Zikelic D. 2023. Learning provably stabilizing neural controllers for discrete-time stochastic systems. 21st International Symposium on Automated Technology for Verification and Analysis. ATVA: Automated Technology for Verification and Analysis, LNCS, vol. 14215, 357–379.
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2023 | Journal Article | IST-REx-ID: 13263 |
Trinh VG, Benhamou B, Henzinger TA, Pastva S. 2023. Trap spaces of multi-valued networks: Definition, computation, and applications. Bioinformatics. 39(Supplement_1), i513–i522.
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2023 | Journal Article | IST-REx-ID: 14400 |
Majumdar R, Mallik K, Schmuck AK, Soudjani S. 2023. Symbolic control for stochastic systems via finite parity games. Nonlinear Analysis: Hybrid Systems. 51, 101430.
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2023 | Conference Paper | IST-REx-ID: 14718 |
Pastva S, Henzinger TA. 2023. Binary decision diagrams on modern hardware. Proceedings of the 23rd Conference on Formal Methods in Computer-Aided Design. FMCAD: Conference on Formal Methods in Computer-aided design, 122–131.
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2023 | Conference Paper | IST-REx-ID: 14830
Zikelic D, Lechner M, Henzinger TA, Chatterjee K. 2023. Learning control policies for stochastic systems with reach-avoid guarantees. Proceedings of the 37th AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence vol. 37, 11926–11935.
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2023 | Journal Article | IST-REx-ID: 13234 |
Kueffner K, Lukina A, Schilling C, Henzinger TA. 2023. Into the unknown: Active monitoring of neural networks (extended version). International Journal on Software Tools for Technology Transfer. 25, 575–592.
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2023 | Journal Article | IST-REx-ID: 14920 |
Banerjee T, Majumdar R, Mallik K, Schmuck A-K, Soudjani S. 2023. Fast symbolic algorithms for mega-regular games under strong transition fairness. TheoretiCS. 2, 4.
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2023 | Conference Paper | IST-REx-ID: 14411 |
Beneš N, Brim L, Pastva S, Šafránek D, Šmijáková E. 2023. Phenotype control of partially specified boolean networks. 21st International Conference on Computational Methods in Systems Biology. CMSB: Computational Methods in Systems Biology, LNBI, vol. 14137, 18–35.
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2023 | Conference Paper | IST-REx-ID: 14758 |
Majumdar R, Mallik K, Rychlicki M, Schmuck A-K, Soudjani S. 2023. A flexible toolchain for symbolic rabin games under fair and stochastic uncertainties. 35th International Conference on Computer Aided Verification. CAV: Computer Aided Verification, LNCS, vol. 13966, 3–15.
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2023 | Research Data Reference | IST-REx-ID: 14994 |
Majumdar R, Mallik K, Rychlicki M, Schmuck A-K, Soudjani S. 2023. A flexible toolchain for symbolic rabin games under fair and stochastic uncertainties, Zenodo, 10.5281/ZENODO.7877790.
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2023 | Conference Paper | IST-REx-ID: 15023 |
Zikelic D, Lechner M, Verma A, Chatterjee K, Henzinger TA. 2023. Compositional policy learning in stochastic control systems with formal guarantees. 37th Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems.
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2023 | Conference Paper | IST-REx-ID: 14076 |
Chalupa M, Henzinger TA. 2023. Monitoring hyperproperties with prefix transducers. 23nd International Conference on Runtime Verification. RV: Conference on Runtime Verification, LNCS, vol. 14245, 168–190.
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2023 | Research Data Reference | IST-REx-ID: 15035 |
Chalupa M, Henzinger TA. 2023. Monitoring hyperproperties with prefix transducers, Zenodo, 10.5281/ZENODO.8191723.
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2023 | Conference Paper | IST-REx-ID: 13228 |
Henzinger TA, Karimi M, Kueffner K, Mallik K. 2023. Runtime monitoring of dynamic fairness properties. FAccT ’23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency. FAccT: Conference on Fairness, Accountability and Transparency, 604–614.
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2022 | Conference Paper | IST-REx-ID: 10774 |
Bartocci E, Ferrere T, Henzinger TA, Nickovic D, Da Costa AO. 2022. Flavors of sequential information flow. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). VMCAI: Verifcation, Model Checking, and Abstract Interpretation, LNCS, vol. 13182, 1–19.
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2022 | Conference Paper | IST-REx-ID: 12010 |
Brunnbauer A, Berducci L, Brandstatter A, Lechner M, Hasani R, Rus D, Grosu R. 2022. Latent imagination facilitates zero-shot transfer in autonomous racing. 2022 International Conference on Robotics and Automation. ICRA: International Conference on Robotics and Automation, 7513–7520.
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2022 | Conference Paper | IST-REx-ID: 12171 |
Garcia Soto M, Henzinger TA, Schilling C. 2022. Synthesis of parametric hybrid automata from time series. 20th International Symposium on Automated Technology for Verification and Analysis. ATVA: Automated Technology for Verification and Analysis, LNCS, vol. 13505, 337–353.
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2022 | Conference Paper | IST-REx-ID: 12508 |
Henzinger TA, Lehtinen K, Totzke P. 2022. History-deterministic timed automata. 33rd International Conference on Concurrency Theory. CONCUR: Conference on Concurrency Theory, LIPIcs, vol. 243, 14:1-14:21.
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2022 | Conference Paper | IST-REx-ID: 12509 |
Avni G, Henzinger TA. 2022. An updated survey of bidding games on graphs. 47th International Symposium on Mathematical Foundations of Computer Science. MFCS: Symposium on Mathematical Foundations of Computer ScienceLeibniz International Proceedings in Informatics (LIPIcs) vol. 241, 3:1-3:6.
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2022 | Preprint | IST-REx-ID: 11366 |
Lechner M, Amini A, Rus D, Henzinger TA. Revisiting the adversarial robustness-accuracy tradeoff in robot learning. arXiv, 2204.07373.
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2022 | Conference Paper | IST-REx-ID: 11355 |
Bartocci E, Ferrere T, Henzinger TA, Nickovic D, Da Costa AO. 2022. Information-flow interfaces. Fundamental Approaches to Software Engineering. FASE: Fundamental Approaches to Software Engineering, LNCS, vol. 13241, 3–22.
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2022 | Conference Paper | IST-REx-ID: 11775 |
Henzinger TA, Mazzocchi NA, Sarac NE. 2022. Abstract monitors for quantitative specifications. 22nd International Conference on Runtime Verification. RV: Runtime Verification, LNCS, vol. 13498, 200–220.
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2022 | Journal Article | IST-REx-ID: 12147 |
Hasani R, Lechner M, Amini A, Liebenwein L, Ray A, Tschaikowski M, Teschl G, Rus D. 2022. Closed-form continuous-time neural networks. Nature Machine Intelligence. 4(11), 992–1003.
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2022 | Thesis | IST-REx-ID: 11362 |
Lechner M. 2022. Learning verifiable representations. Institute of Science and Technology Austria.
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2022 | Conference Paper | IST-REx-ID: 12302 |
Doveri K, Ganty P, Mazzocchi NA. 2022. FORQ-based language inclusion formal testing. Computer Aided Verification. CAV: Computer Aided Verification, LNCS, vol. 13372, 109–129.
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2022 | Conference Paper | IST-REx-ID: 12175 |
Bose S, Henzinger TA, Lehtinen K, Schewe S, Totzke P. 2022. History-deterministic timed automata are not determinizable. 16th International Conference on Reachability Problems. RC: Reachability Problems, LNCS, vol. 13608, 67–76.
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2022 | Journal Article | IST-REx-ID: 12510 |
Gruenbacher SA, Lechner M, Hasani R, Rus D, Henzinger TA, Smolka SA, Grosu R. 2022. GoTube: Scalable statistical verification of continuous-depth models. Proceedings of the AAAI Conference on Artificial Intelligence. 36(6), 6755–6764.
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2022 | Journal Article | IST-REx-ID: 12511 |
Lechner M, Zikelic D, Chatterjee K, Henzinger TA. 2022. Stability verification in stochastic control systems via neural network supermartingales. Proceedings of the AAAI Conference on Artificial Intelligence. 36(7), 7326–7336.
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2022 | Preprint | IST-REx-ID: 14601 |
Zikelic D, Lechner M, Chatterjee K, Henzinger TA. Learning stabilizing policies in stochastic control systems. arXiv, 10.48550/arXiv.2205.11991.
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2022 | Preprint | IST-REx-ID: 14600 |
Zikelic D, Lechner M, Henzinger TA, Chatterjee K. Learning control policies for stochastic systems with reach-avoid guarantees. arXiv, 10.48550/ARXIV.2210.05308.
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2021 | Journal Article | IST-REx-ID: 10153 |
Mühlböck F, Tate R. 2021. Transitioning from structural to nominal code with efficient gradual typing. Proceedings of the ACM on Programming Languages. 5, 127.
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2021 | Conference Paper | IST-REx-ID: 10669 |
Grunbacher S, Hasani R, Lechner M, Cyranka J, Smolka SA, Grosu R. 2021. On the verification of neural ODEs with stochastic guarantees. Proceedings of the AAAI Conference on Artificial Intelligence. AAAI: Association for the Advancement of Artificial Intelligence, Technical Tracks, vol. 35, 11525–11535.
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2021 | Conference Paper | IST-REx-ID: 10671 |
Hasani R, Lechner M, Amini A, Rus D, Grosu R. 2021. Liquid time-constant networks. Proceedings of the AAAI Conference on Artificial Intelligence. AAAI: Association for the Advancement of Artificial Intelligence, Technical Tracks, vol. 35, 7657–7666.
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