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386 Publications
2023 | Conference Paper | IST-REx-ID: 13141 | 
Anand A, Mallik K, Nayak SP, Schmuck AK. Computing adequately permissive assumptions for synthesis. In: TACAS 2023: Tools and Algorithms for the Construction and Analysis of Systems. Vol 13994. Springer Nature; 2023:211-228. doi:10.1007/978-3-031-30820-8_15
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2023 | Conference Paper | IST-REx-ID: 12467 |
Henzinger TA, Mazzocchi NA, Sarac NE. Quantitative safety and liveness. In: 26th International Conference Foundations of Software Science and Computation Structures. Vol 13992. Springer Nature; 2023:349-370. doi:10.1007/978-3-031-30829-1_17
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2023 | Conference Paper | IST-REx-ID: 13292 |
Henzinger TA, Kebis P, Mazzocchi NA, Sarac NE. Regular methods for operator precedence languages. In: 50th International Colloquium on Automata, Languages, and Programming. Vol 261. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2023:129:1--129:20. doi:10.4230/LIPIcs.ICALP.2023.129
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2023 | Journal Article | IST-REx-ID: 12704 |
Lechner M, Amini A, Rus D, Henzinger TA. Revisiting the adversarial robustness-accuracy tradeoff in robot learning. IEEE Robotics and Automation Letters. 2023;8(3):1595-1602. doi:10.1109/LRA.2023.3240930
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2023 | Journal Article | IST-REx-ID: 12876 |
Beneš N, Brim L, Huvar O, Pastva S, Šafránek D. Boolean network sketches: A unifying framework for logical model inference. Bioinformatics. 2023;39(4). doi:10.1093/bioinformatics/btad158
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2023 | Conference Paper | IST-REx-ID: 14242 |
Lechner M, Zikelic D, Chatterjee K, Henzinger TA, Rus D. Quantization-aware interval bound propagation for training certifiably robust quantized neural networks. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence. Vol 37. Association for the Advancement of Artificial Intelligence; 2023:14964-14973. doi:10.1609/aaai.v37i12.26747
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2023 | Conference Paper | IST-REx-ID: 14243 |
Avni G, Jecker IR, Zikelic D. Bidding graph games with partially-observable budgets. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence. Vol 37. ; 2023:5464-5471. doi:10.1609/aaai.v37i5.25679
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2023 | Conference Paper | IST-REx-ID: 13310 |
Henzinger TA, Karimi M, Kueffner K, Mallik K. Monitoring algorithmic fairness. In: Computer Aided Verification. Vol 13965. Springer Nature; 2023:358–382. doi:10.1007/978-3-031-37703-7_17
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2023 | Conference Paper | IST-REx-ID: 13221 |
Boker U, Henzinger TA, Mazzocchi NA, Sarac NE. Safety and liveness of quantitative automata. In: 34th International Conference on Concurrency Theory. Vol 279. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2023. doi:10.4230/LIPIcs.CONCUR.2023.17
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2023 | Conference Paper | IST-REx-ID: 14405 |
Bartocci E, Henzinger TA, Nickovic D, Oliveira da Costa A. Hypernode automata. In: 34th International Conference on Concurrency Theory. Vol 279. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2023. doi:10.4230/LIPIcs.CONCUR.2023.21
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2023 | Conference Paper | IST-REx-ID: 14454 |
Henzinger TA, Kueffner K, Mallik K. Monitoring algorithmic fairness under partial observations. In: 23rd International Conference on Runtime Verification. Vol 14245. Springer Nature; 2023:291-311. doi:10.1007/978-3-031-44267-4_15
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2023 | Conference Paper | IST-REx-ID: 14518 |
Avni G, Meggendorfer T, Sadhukhan S, Tkadlec J, Zikelic D. Reachability poorman discrete-bidding games. In: Frontiers in Artificial Intelligence and Applications. Vol 372. IOS Press; 2023:141-148. doi:10.3233/FAIA230264
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2023 | Conference Paper | IST-REx-ID: 14559
Ansaripour M, Chatterjee K, Henzinger TA, Lechner M, Zikelic D. Learning provably stabilizing neural controllers for discrete-time stochastic systems. In: 21st International Symposium on Automated Technology for Verification and Analysis. Vol 14215. Springer Nature; 2023:357-379. doi:10.1007/978-3-031-45329-8_17
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2023 | Journal Article | IST-REx-ID: 13263 |
Trinh VG, Benhamou B, Henzinger TA, Pastva S. Trap spaces of multi-valued networks: Definition, computation, and applications. Bioinformatics. 2023;39(Supplement_1):i513-i522. doi:10.1093/bioinformatics/btad262
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2023 | Journal Article | IST-REx-ID: 14400 |
Majumdar R, Mallik K, Schmuck AK, Soudjani S. Symbolic control for stochastic systems via finite parity games. Nonlinear Analysis: Hybrid Systems. 2023;51. doi:10.1016/j.nahs.2023.101430
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2023 | Conference Paper | IST-REx-ID: 14718 |
Pastva S, Henzinger TA. Binary decision diagrams on modern hardware. In: Proceedings of the 23rd Conference on Formal Methods in Computer-Aided Design. TU Vienna Academic Press; 2023:122-131. doi:10.34727/2023/isbn.978-3-85448-060-0_20
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2023 | Conference Paper | IST-REx-ID: 14830
Zikelic D, Lechner M, Henzinger TA, Chatterjee K. Learning control policies for stochastic systems with reach-avoid guarantees. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence. Vol 37. Association for the Advancement of Artificial Intelligence; 2023:11926-11935. doi:10.1609/aaai.v37i10.26407
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2023 | Journal Article | IST-REx-ID: 13234 |
Kueffner K, Lukina A, Schilling C, Henzinger TA. Into the unknown: Active monitoring of neural networks (extended version). International Journal on Software Tools for Technology Transfer. 2023;25:575-592. doi:10.1007/s10009-023-00711-4
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2023 | Journal Article | IST-REx-ID: 14920 |
Banerjee T, Majumdar R, Mallik K, Schmuck A-K, Soudjani S. Fast symbolic algorithms for mega-regular games under strong transition fairness. TheoretiCS. 2023;2. doi:10.46298/theoretics.23.4
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2023 | Conference Paper | IST-REx-ID: 14411 |
Beneš N, Brim L, Pastva S, Šafránek D, Šmijáková E. Phenotype control of partially specified boolean networks. In: 21st International Conference on Computational Methods in Systems Biology. Vol 14137. Springer Nature; 2023:18-35. doi:10.1007/978-3-031-42697-1_2
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2023 | Conference Paper | IST-REx-ID: 14758 |
Majumdar R, Mallik K, Rychlicki M, Schmuck A-K, Soudjani S. A flexible toolchain for symbolic rabin games under fair and stochastic uncertainties. In: 35th International Conference on Computer Aided Verification. Vol 13966. Springer Nature; 2023:3-15. doi:10.1007/978-3-031-37709-9_1
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2023 | Research Data Reference | IST-REx-ID: 14994 |
Majumdar R, Mallik K, Rychlicki M, Schmuck A-K, Soudjani S. A flexible toolchain for symbolic rabin games under fair and stochastic uncertainties. 2023. doi: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. Compositional policy learning in stochastic control systems with formal guarantees. In: 37th Conference on Neural Information Processing Systems. ; 2023.
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2023 | Conference Paper | IST-REx-ID: 14076 |
Chalupa M, Henzinger TA. Monitoring hyperproperties with prefix transducers. In: 23nd International Conference on Runtime Verification. Vol 14245. Springer Nature; 2023:168-190. doi:10.1007/978-3-031-44267-4_9
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2023 | Research Data Reference | IST-REx-ID: 15035 |
Chalupa M, Henzinger TA. Monitoring hyperproperties with prefix transducers. 2023. doi:10.5281/ZENODO.8191723
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2023 | Conference Paper | IST-REx-ID: 13228 |
Henzinger TA, Karimi M, Kueffner K, Mallik K. Runtime monitoring of dynamic fairness properties. In: FAccT ’23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency. Association for Computing Machinery; 2023:604-614. doi:10.1145/3593013.3594028
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2022 | Conference Paper | IST-REx-ID: 10774 |
Bartocci E, Ferrere T, Henzinger TA, Nickovic D, Da Costa AO. Flavors of sequential information flow. In: Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol 13182. Springer Nature; 2022:1-19. doi:10.1007/978-3-030-94583-1_1
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2022 | Conference Paper | IST-REx-ID: 12010 |
Brunnbauer A, Berducci L, Brandstatter A, et al. Latent imagination facilitates zero-shot transfer in autonomous racing. In: 2022 International Conference on Robotics and Automation. IEEE; 2022:7513-7520. doi:10.1109/ICRA46639.2022.9811650
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2022 | Conference Paper | IST-REx-ID: 12171 |
Garcia Soto M, Henzinger TA, Schilling C. Synthesis of parametric hybrid automata from time series. In: 20th International Symposium on Automated Technology for Verification and Analysis. Vol 13505. Springer Nature; 2022:337-353. doi:10.1007/978-3-031-19992-9_22
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2022 | Conference Paper | IST-REx-ID: 12508 |
Henzinger TA, Lehtinen K, Totzke P. History-deterministic timed automata. In: 33rd International Conference on Concurrency Theory. Vol 243. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2022:14:1-14:21. doi:10.4230/LIPIcs.CONCUR.2022.14
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2022 | Conference Paper | IST-REx-ID: 12509 |
Avni G, Henzinger TA. An updated survey of bidding games on graphs. In: 47th International Symposium on Mathematical Foundations of Computer Science. Vol 241. Leibniz International Proceedings in Informatics (LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2022:3:1-3:6. doi:10.4230/LIPIcs.MFCS.2022.3
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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. doi:10.48550/arXiv.2204.07373
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2022 | Conference Paper | IST-REx-ID: 10891
Henzinger TA. Quantitative monitoring of software. In: Software Verification. Vol 13124. LNCS. Springer Nature; 2022:3-6. doi:10.1007/978-3-030-95561-8_1
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2022 | Conference Paper | IST-REx-ID: 11355 |
Bartocci E, Ferrere T, Henzinger TA, Nickovic D, Da Costa AO. Information-flow interfaces. In: Fundamental Approaches to Software Engineering. Vol 13241. Springer Nature; 2022:3-22. doi:10.1007/978-3-030-99429-7_1
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2022 | Conference Paper | IST-REx-ID: 11775 |
Henzinger TA, Mazzocchi NA, Sarac NE. Abstract monitors for quantitative specifications. In: 22nd International Conference on Runtime Verification. Vol 13498. Springer Nature; 2022:200-220. doi:10.1007/978-3-031-17196-3_11
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2022 | Journal Article | IST-REx-ID: 12147 |
Hasani R, Lechner M, Amini A, et al. Closed-form continuous-time neural networks. Nature Machine Intelligence. 2022;4(11):992-1003. doi:10.1038/s42256-022-00556-7
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2022 | Thesis | IST-REx-ID: 11362 |
Lechner M. Learning verifiable representations. 2022. doi:10.15479/at:ista:11362
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2022 | Conference Paper | IST-REx-ID: 12302 |
Doveri K, Ganty P, Mazzocchi NA. FORQ-based language inclusion formal testing. In: Computer Aided Verification. Vol 13372. Springer Nature; 2022:109-129. doi:10.1007/978-3-031-13188-2_6
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2022 | Conference Paper | IST-REx-ID: 12175 |
Bose S, Henzinger TA, Lehtinen K, Schewe S, Totzke P. History-deterministic timed automata are not determinizable. In: 16th International Conference on Reachability Problems. Vol 13608. Springer Nature; 2022:67-76. doi:10.1007/978-3-031-19135-0_5
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2022 | Journal Article | IST-REx-ID: 12510 |
Gruenbacher SA, Lechner M, Hasani R, et al. GoTube: Scalable statistical verification of continuous-depth models. Proceedings of the AAAI Conference on Artificial Intelligence. 2022;36(6):6755-6764. doi:10.1609/aaai.v36i6.20631
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2022 | Journal Article | IST-REx-ID: 12511 |
Lechner M, Zikelic D, Chatterjee K, Henzinger TA. Stability verification in stochastic control systems via neural network supermartingales. Proceedings of the AAAI Conference on Artificial Intelligence. 2022;36(7):7326-7336. doi:10.1609/aaai.v36i7.20695
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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. doi: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. doi:10.48550/ARXIV.2210.05308
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2021 | Journal Article | IST-REx-ID: 10153 |
Mühlböck F, Tate R. Transitioning from structural to nominal code with efficient gradual typing. Proceedings of the ACM on Programming Languages. 2021;5. doi:10.1145/3485504
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2021 | Conference Paper | IST-REx-ID: 10669 |
Grunbacher S, Hasani R, Lechner M, Cyranka J, Smolka SA, Grosu R. On the verification of neural ODEs with stochastic guarantees. In: Proceedings of the AAAI Conference on Artificial Intelligence. Vol 35. AAAI Press; 2021:11525-11535.
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2021 | Conference Paper | IST-REx-ID: 10671 |
Hasani R, Lechner M, Amini A, Rus D, Grosu R. Liquid time-constant networks. In: Proceedings of the AAAI Conference on Artificial Intelligence. Vol 35. AAAI Press; 2021:7657-7666.
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2021 | Conference Paper | IST-REx-ID: 10668 |
Babaiee Z, Hasani R, Lechner M, Rus D, Grosu R. On-off center-surround receptive fields for accurate and robust image classification. In: Proceedings of the 38th International Conference on Machine Learning. Vol 139. ML Research Press; 2021:478-489.
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2021 | Conference Paper | IST-REx-ID: 10670 |
Vorbach CJ, Hasani R, Amini A, Lechner M, Rus D. Causal navigation by continuous-time neural networks. In: 35th Conference on Neural Information Processing Systems. ; 2021.
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2021 | Conference Paper | IST-REx-ID: 10688 |
Kragl B, Qadeer S. The Civl verifier. In: Ruzica P, Whalen MW, eds. Proceedings of the 21st Conference on Formal Methods in Computer-Aided Design. Vol 2. TU Wien Academic Press; 2021:143–152. doi:10.34727/2021/isbn.978-3-85448-046-4_23
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2021 | Preprint | IST-REx-ID: 9281 |
Dubach G, Mühlböck F. Formal verification of Zagier’s one-sentence proof. arXiv. doi:10.48550/arXiv.2103.11389
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