Trinh, Giang, Belaid Benhamou, Samuel Pastva, and Sylvain Soliman. “Scalable Enumeration of Trap Spaces in Boolean Networks via Answer Set Programming.”https://doi.org/10.1609/aaai.v38i9.28943__In Proceedings of the 38th AAAI Conference on Artificial Intelligence, 38:10714–22. Association for the Advancement of Artificial Intelligence, 2024.https://doi.org/10.1609/aaai.v38i9.28943 .

Chalupa, Marek, and Cedric Richter. “Bubaak-SpLit: Split What You Cannot Verify (Competition Contribution).”https://doi.org/10.1007/978-3-031-57256-2_20__In Tools and Algorithms for the Construction and Analysis of Systems, 14572:353–358. Cham: Springer Nature, 2024.https://doi.org/10.1007/978-3-031-57256-2_20 .

Chalupa, Marek, and Thomas A Henzinger. “Bubaak: Runtime Monitoring of Program Verifiers.”https://doi.org/10.1007/978-3-031-30820-8_32__In Tools and Algorithms for the Construction and Analysis of Systems, 13994:535–40. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-30820-8_32 .

Chalupa, Marek, Fabian Mühlböck, Stefanie Muroya Lei, and Thomas A Henzinger. “Vamos: Middleware for Best-Effort Third-Party Monitoring.”https://doi.org/10.1007/978-3-031-30826-0_15__In Fundamental Approaches to Software Engineering, 13991:260–81. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-30826-0_15 .

Chalupa, Marek, Fabian Mühlböck, Stefanie Muroya Lei, and Thomas A Henzinger. VAMOS: Middleware for Best-Effort Third-Party Monitoring. Institute of Science and Technology Austria, 2023.https://doi.org/10.15479/AT:ISTA:12407 .

Chatterjee, Krishnendu, Thomas A Henzinger, Mathias Lechner, and Dorde Zikelic. “A Learner-Verifier Framework for Neural Network Controllers and Certificates of Stochastic Systems.”https://doi.org/10.1007/978-3-031-30823-9_1__In Tools and Algorithms for the Construction and Analysis of Systems , 13993:3–25. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-30823-9_1 .

Anand, Ashwani, Kaushik Mallik, Satya Prakash Nayak, and Anne Kathrin Schmuck. “Computing Adequately Permissive Assumptions for Synthesis.”https://doi.org/10.1007/978-3-031-30820-8_15__In TACAS 2023: Tools and Algorithms for the Construction and Analysis of Systems, 13994:211–28. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-30820-8_15 .

Henzinger, Thomas A, Nicolas Adrien Mazzocchi, and Naci E Sarac. “Quantitative Safety and Liveness.”https://doi.org/10.1007/978-3-031-30829-1_17__In 26th International Conference Foundations of Software Science and Computation Structures, 13992:349–70. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-30829-1_17 .

Henzinger, Thomas A, Pavol Kebis, Nicolas Adrien Mazzocchi, and Naci E Sarac. “Regular Methods for Operator Precedence Languages.”https://doi.org/10.4230/LIPIcs.ICALP.2023.129__In 50th International Colloquium on Automata, Languages, and Programming, 261:129:1--129:20. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.https://doi.org/10.4230/LIPIcs.ICALP.2023.129 .

Lechner, Mathias, Alexander Amini, Daniela Rus, and Thomas A Henzinger. “Revisiting the Adversarial Robustness-Accuracy Tradeoff in Robot Learning.”https://doi.org/10.1109/LRA.2023.3240930__IEEE Robotics and Automation Letters. Institute of Electrical and Electronics Engineers, 2023.https://doi.org/10.1109/LRA.2023.3240930 .

Benes, Nikola, Lubos Brim, Ondej Huvar, Samuel Pastva, and David Safránek. “Boolean Network Sketches: A Unifying Framework for Logical Model Inference.”https://doi.org/10.1093/bioinformatics/btad158__Bioinformatics. Oxford Academic, 2023.https://doi.org/10.1093/bioinformatics/btad158 .

Lechner, Mathias, Dorde Zikelic, Krishnendu Chatterjee, Thomas A Henzinger, and Daniela Rus. “Quantization-Aware Interval Bound Propagation for Training Certifiably Robust Quantized Neural Networks.”https://doi.org/10.1609/aaai.v37i12.26747__In Proceedings of the 37th AAAI Conference on Artificial Intelligence, 37:14964–73. Association for the Advancement of Artificial Intelligence, 2023.https://doi.org/10.1609/aaai.v37i12.26747 .

Avni, Guy, Ismael R Jecker, and Dorde Zikelic. “Bidding Graph Games with Partially-Observable Budgets.”https://doi.org/10.1609/aaai.v37i5.25679__In Proceedings of the 37th AAAI Conference on Artificial Intelligence, 37:5464–71, 2023.https://doi.org/10.1609/aaai.v37i5.25679 .

Henzinger, Thomas A, Mahyar Karimi, Konstantin Kueffner, and Kaushik Mallik. “Monitoring Algorithmic Fairness.”https://doi.org/10.1007/978-3-031-37703-7_17__In Computer Aided Verification, 13965:358–382. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-37703-7_17 .

Boker, Udi, Thomas A Henzinger, Nicolas Adrien Mazzocchi, and Naci E Sarac. “Safety and Liveness of Quantitative Automata.”https://doi.org/10.4230/LIPIcs.CONCUR.2023.17__In 34th International Conference on Concurrency Theory, Vol. 279. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.https://doi.org/10.4230/LIPIcs.CONCUR.2023.17 .

Bartocci, Ezio, Thomas A Henzinger, Dejan Nickovic, and Ana Oliveira da Costa. “Hypernode Automata.”https://doi.org/10.4230/LIPIcs.CONCUR.2023.21__In 34th International Conference on Concurrency Theory, Vol. 279. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.https://doi.org/10.4230/LIPIcs.CONCUR.2023.21 .

Henzinger, Thomas A, Konstantin Kueffner, and Kaushik Mallik. “Monitoring Algorithmic Fairness under Partial Observations.”https://doi.org/10.1007/978-3-031-44267-4_15__In 23rd International Conference on Runtime Verification, 14245:291–311. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-44267-4_15 .

Avni, Guy, Tobias Meggendorfer, Suman Sadhukhan, Josef Tkadlec, and Dorde Zikelic. “Reachability Poorman Discrete-Bidding Games.”https://doi.org/10.3233/FAIA230264__In Frontiers in Artificial Intelligence and Applications, 372:141–48. IOS Press, 2023.https://doi.org/10.3233/FAIA230264 .

Ansaripour, Matin, Krishnendu Chatterjee, Thomas A Henzinger, Mathias Lechner, and Dorde Zikelic. “Learning Provably Stabilizing Neural Controllers for Discrete-Time Stochastic Systems.”https://doi.org/10.1007/978-3-031-45329-8_17__In 21st International Symposium on Automated Technology for Verification and Analysis, 14215:357–79. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-45329-8_17 .

Trinh, Van Giang, Belaid Benhamou, Thomas A Henzinger, and Samuel Pastva. “Trap Spaces of Multi-Valued Networks: Definition, Computation, and Applications.”https://doi.org/10.1093/bioinformatics/btad262__Bioinformatics. Oxford Academic, 2023.https://doi.org/10.1093/bioinformatics/btad262 .

Majumdar, Rupak, Kaushik Mallik, Anne Kathrin Schmuck, and Sadegh Soudjani. “Symbolic Control for Stochastic Systems via Finite Parity Games.”https://doi.org/10.1016/j.nahs.2023.101430__Nonlinear Analysis: Hybrid Systems. Elsevier, 2023.https://doi.org/10.1016/j.nahs.2023.101430 .

Pastva, Samuel, and Thomas A Henzinger. “Binary Decision Diagrams on Modern Hardware.”https://doi.org/10.34727/2023/isbn.978-3-85448-060-0_20__In Proceedings of the 23rd Conference on Formal Methods in Computer-Aided Design, 122–31. TU Vienna Academic Press, 2023.https://doi.org/10.34727/2023/isbn.978-3-85448-060-0_20 .

Zikelic, Dorde, Mathias Lechner, Thomas A Henzinger, and Krishnendu Chatterjee. “Learning Control Policies for Stochastic Systems with Reach-Avoid Guarantees.”https://doi.org/10.1609/aaai.v37i10.26407__In Proceedings of the 37th AAAI Conference on Artificial Intelligence, 37:11926–35. Association for the Advancement of Artificial Intelligence, 2023.https://doi.org/10.1609/aaai.v37i10.26407 .

Kueffner, Konstantin, Anna Lukina, Christian Schilling, and Thomas A Henzinger. “Into the Unknown: Active Monitoring of Neural Networks (Extended Version).”https://doi.org/10.1007/s10009-023-00711-4__International Journal on Software Tools for Technology Transfer. Springer Nature, 2023.https://doi.org/10.1007/s10009-023-00711-4 .

Banerjee, Tamajit, Rupak Majumdar, Kaushik Mallik, Anne-Kathrin Schmuck, and Sadegh Soudjani. “Fast Symbolic Algorithms for Mega-Regular Games under Strong Transition Fairness.”https://doi.org/10.46298/theoretics.23.4__TheoretiCS. EPI Sciences, 2023.https://doi.org/10.46298/theoretics.23.4 .

Benes, Nikola, Lubos Brim, Samuel Pastva, David Safránek, and Eva Smijáková. “Phenotype Control of Partially Specified Boolean Networks.”https://doi.org/10.1007/978-3-031-42697-1_2__In 21st International Conference on Computational Methods in Systems Biology, 14137:18–35. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-42697-1_2 .

Majumdar, Rupak, Kaushik Mallik, Mateusz Rychlicki, Anne-Kathrin Schmuck, and Sadegh Soudjani. “A Flexible Toolchain for Symbolic Rabin Games under Fair and Stochastic Uncertainties.”https://doi.org/10.1007/978-3-031-37709-9_1__In 35th International Conference on Computer Aided Verification, 13966:3–15. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-37709-9_1 .

Majumdar, Rupak, Kaushik Mallik, Mateusz Rychlicki, Anne-Kathrin Schmuck, and Sadegh Soudjani. “A Flexible Toolchain for Symbolic Rabin Games under Fair and Stochastic Uncertainties.”https://doi.org/10.5281/ZENODO.7877790__Zenodo, 2023.https://doi.org/10.5281/ZENODO.7877790 .

Zikelic, Dorde, Mathias Lechner, Abhinav Verma, Krishnendu Chatterjee, and Thomas A Henzinger. “Compositional Policy Learning in Stochastic Control Systems with Formal Guarantees.” In 37th Conference on Neural Information Processing Systems, 2023.

Chalupa, Marek, and Thomas A Henzinger. “Monitoring Hyperproperties with Prefix Transducers.”https://doi.org/10.1007/978-3-031-44267-4_9__In 23nd International Conference on Runtime Verification, 14245:168–90. Springer Nature, 2023.https://doi.org/10.1007/978-3-031-44267-4_9 .

Chalupa, Marek, and Thomas A Henzinger. “Monitoring Hyperproperties with Prefix Transducers.”https://doi.org/10.5281/ZENODO.8191723__Zenodo, 2023.https://doi.org/10.5281/ZENODO.8191723 .

Henzinger, Thomas A, Mahyar Karimi, Konstantin Kueffner, and Kaushik Mallik. “Runtime Monitoring of Dynamic Fairness Properties.”https://doi.org/10.1145/3593013.3594028__In FAccT ’23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 604–14. Association for Computing Machinery, 2023.https://doi.org/10.1145/3593013.3594028 .

Bartocci, Ezio, Thomas Ferrere, Thomas A Henzinger, Dejan Nickovic, and Ana Oliveira Da Costa. “Flavors of Sequential Information Flow.”https://doi.org/10.1007/978-3-030-94583-1_1__In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13182:1–19. Springer Nature, 2022.https://doi.org/10.1007/978-3-030-94583-1_1 .

Brunnbauer, Axel, Luigi Berducci, Andreas Brandstatter, Mathias Lechner, Ramin Hasani, Daniela Rus, and Radu Grosu. “Latent Imagination Facilitates Zero-Shot Transfer in Autonomous Racing.”https://doi.org/10.1109/ICRA46639.2022.9811650__In 2022 International Conference on Robotics and Automation, 7513–20. IEEE, 2022.https://doi.org/10.1109/ICRA46639.2022.9811650 .

Garcia Soto, Miriam, Thomas A Henzinger, and Christian Schilling. “Synthesis of Parametric Hybrid Automata from Time Series.”https://doi.org/10.1007/978-3-031-19992-9_22__In 20th International Symposium on Automated Technology for Verification and Analysis, 13505:337–53. Springer Nature, 2022.https://doi.org/10.1007/978-3-031-19992-9_22 .

Henzinger, Thomas A, Karoliina Lehtinen, and Patrick Totzke. “History-Deterministic Timed Automata.”https://doi.org/10.4230/LIPIcs.CONCUR.2022.14__In 33rd International Conference on Concurrency Theory, 243:14:1-14:21. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.https://doi.org/10.4230/LIPIcs.CONCUR.2022.14 .

Avni, Guy, and Thomas A Henzinger. “An Updated Survey of Bidding Games on Graphs.”https://doi.org/10.4230/LIPIcs.MFCS.2022.3__In 47th International Symposium on Mathematical Foundations of Computer Science, 241:3:1-3:6. Leibniz International Proceedings in Informatics (LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.https://doi.org/10.4230/LIPIcs.MFCS.2022.3 .

Lechner, Mathias, Alexander Amini, Daniela Rus, and Thomas A Henzinger. “Revisiting the Adversarial Robustness-Accuracy Tradeoff in Robot Learning.”https://doi.org/10.48550/arXiv.2204.07373__ArXiv, n.d.https://doi.org/10.48550/arXiv.2204.07373 .

Henzinger, Thomas A. “Quantitative Monitoring of Software.”https://doi.org/10.1007/978-3-030-95561-8_1__In Software Verification, 13124:3–6. LNCS. Springer Nature, 2022.https://doi.org/10.1007/978-3-030-95561-8_1 .

Bartocci, Ezio, Thomas Ferrere, Thomas A Henzinger, Dejan Nickovic, and Ana Oliveira Da Costa. “Information-Flow Interfaces.”https://doi.org/10.1007/978-3-030-99429-7_1__In Fundamental Approaches to Software Engineering, 13241:3–22. Springer Nature, 2022.https://doi.org/10.1007/978-3-030-99429-7_1 .

Henzinger, Thomas A, Nicolas Adrien Mazzocchi, and Naci E Sarac. “Abstract Monitors for Quantitative Specifications.”https://doi.org/10.1007/978-3-031-17196-3_11__In 22nd International Conference on Runtime Verification, 13498:200–220. Springer Nature, 2022.https://doi.org/10.1007/978-3-031-17196-3_11 .

Hasani, Ramin, Mathias Lechner, Alexander Amini, Lucas Liebenwein, Aaron Ray, Max Tschaikowski, Gerald Teschl, and Daniela Rus. “Closed-Form Continuous-Time Neural Networks.”https://doi.org/10.1038/s42256-022-00556-7__Nature Machine Intelligence. Springer Nature, 2022.https://doi.org/10.1038/s42256-022-00556-7 .

Lechner, Mathias. “Learning Verifiable Representations.”https://doi.org/10.15479/at:ista:11362__Institute of Science and Technology Austria, 2022.https://doi.org/10.15479/at:ista:11362 .

Doveri, Kyveli, Pierre Ganty, and Nicolas Adrien Mazzocchi. “FORQ-Based Language Inclusion Formal Testing.”https://doi.org/10.1007/978-3-031-13188-2_6__In Computer Aided Verification, 13372:109–29. Springer Nature, 2022.https://doi.org/10.1007/978-3-031-13188-2_6 .

Bose, Sougata, Thomas A Henzinger, Karoliina Lehtinen, Sven Schewe, and Patrick Totzke. “History-Deterministic Timed Automata Are Not Determinizable.”https://doi.org/10.1007/978-3-031-19135-0_5__In 16th International Conference on Reachability Problems, 13608:67–76. Springer Nature, 2022.https://doi.org/10.1007/978-3-031-19135-0_5 .

Gruenbacher, Sophie A., Mathias Lechner, Ramin Hasani, Daniela Rus, Thomas A Henzinger, Scott A. Smolka, and Radu Grosu. “GoTube: Scalable Statistical Verification of Continuous-Depth Models.”https://doi.org/10.1609/aaai.v36i6.20631__Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence, 2022.https://doi.org/10.1609/aaai.v36i6.20631 .

Lechner, Mathias, Dorde Zikelic, Krishnendu Chatterjee, and Thomas A Henzinger. “Stability Verification in Stochastic Control Systems via Neural Network Supermartingales.”https://doi.org/10.1609/aaai.v36i7.20695__Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence, 2022.https://doi.org/10.1609/aaai.v36i7.20695 .

Zikelic, Dorde, Mathias Lechner, Krishnendu Chatterjee, and Thomas A Henzinger. “Learning Stabilizing Policies in Stochastic Control Systems.”https://doi.org/10.48550/arXiv.2205.11991__ArXiv, n.d.https://doi.org/10.48550/arXiv.2205.11991 .

Zikelic, Dorde, Mathias Lechner, Thomas A Henzinger, and Krishnendu Chatterjee. “Learning Control Policies for Stochastic Systems with Reach-Avoid Guarantees.”https://doi.org/10.48550/ARXIV.2210.05308__ArXiv, n.d.https://doi.org/10.48550/ARXIV.2210.05308 .

Mühlböck, Fabian, and Ross Tate. “Transitioning from Structural to Nominal Code with Efficient Gradual Typing.”https://doi.org/10.1145/3485504__Proceedings of the ACM on Programming Languages. Association for Computing Machinery, 2021.https://doi.org/10.1145/3485504 .

Grunbacher, Sophie, Ramin Hasani, Mathias Lechner, Jacek Cyranka, Scott A Smolka, and Radu Grosu. “On the Verification of Neural ODEs with Stochastic Guarantees.” In Proceedings of the AAAI Conference on Artificial Intelligence, 35:11525–35. AAAI Press, 2021.

Hasani, Ramin, Mathias Lechner, Alexander Amini, Daniela Rus, and Radu Grosu. “Liquid Time-Constant Networks.” In Proceedings of the AAAI Conference on Artificial Intelligence, 35:7657–66. AAAI Press, 2021.

Babaiee, Zahra, Ramin Hasani, Mathias Lechner, Daniela Rus, and Radu Grosu. “On-off Center-Surround Receptive Fields for Accurate and Robust Image Classification.” In Proceedings of the 38th International Conference on Machine Learning, 139:478–89. ML Research Press, 2021.

Vorbach, Charles J, Ramin Hasani, Alexander Amini, Mathias Lechner, and Daniela Rus. “Causal Navigation by Continuous-Time Neural Networks.” In 35th Conference on Neural Information Processing Systems, 2021.

Kragl, Bernhard, and Shaz Qadeer. “The Civl Verifier.”https://doi.org/10.34727/2021/isbn.978-3-85448-046-4_23__In Proceedings of the 21st Conference on Formal Methods in Computer-Aided Design, edited by Piskac Ruzica and Michael W. Whalen, 2:143–152. TU Wien Academic Press, 2021.https://doi.org/10.34727/2021/isbn.978-3-85448-046-4_23 .

Dubach, Guillaume, and Fabian Mühlböck. “Formal Verification of Zagier’s One-Sentence Proof.”https://doi.org/10.48550/arXiv.2103.11389__ArXiv, n.d.https://doi.org/10.48550/arXiv.2103.11389 .

Henzinger, Thomas A, Mathias Lechner, and Dorde Zikelic. “Scalable Verification of Quantized Neural Networks.” In Proceedings of the AAAI Conference on Artificial Intelligence, 35:3787–95. AAAI Press, 2021.

Lechner, Mathias, Ðore dikeli, Krishnendu Chatterjee, and Thomas A Henzinger. “Infinite Time Horizon Safety of Bayesian Neural Networks.”https://doi.org/10.48550/arXiv.2111.03165__In 35th Conference on Neural Information Processing Systems, 2021.https://doi.org/10.48550/arXiv.2111.03165 .

Sarac, Naci E, Ömer Faruk Altun, Kamil Tolga Atam, Sertac Karahoda, Kamer Kaya, and Hüsnü Yenigün. “Boosting Expensive Synchronizing Heuristics.”https://doi.org/10.1016/j.eswa.2020.114203__Expert Systems with Applications. Elsevier, 2021.https://doi.org/10.1016/j.eswa.2020.114203 .

Garcia Soto, Miriam, Thomas A Henzinger, and Christian Schilling. “Synthesis of Hybrid Automata with Affine Dynamics from Time-Series Data.”https://doi.org/10.1145/3447928.3456704__In HSCC ’21: Proceedings of the 24th International Conference on Hybrid Systems: Computation and Control, 2102.12734. Association for Computing Machinery, 2021.https://doi.org/10.1145/3447928.3456704 .

Avni, Guy, Thomas A Henzinger, and ore dikeli. “Bidding Mechanisms in Graph Games.”https://doi.org/10.1016/j.jcss.2021.02.008__Journal of Computer and System Sciences. Elsevier, 2021.https://doi.org/10.1016/j.jcss.2021.02.008 .

Henzinger, Thomas A, and Naci E Sarac. “Quantitative and Approximate Monitoring.”https://doi.org/10.1109/LICS52264.2021.9470547__In Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science. Institute of Electrical and Electronics Engineers, 2021.https://doi.org/10.1109/LICS52264.2021.9470547 .

Petrov, Tatjana, Claudia Igler, Ali Sezgin, Thomas A Henzinger, and Calin C Guet. “Long Lived Transients in Gene Regulation.”https://doi.org/10.1016/j.tcs.2021.05.023__Theoretical Computer Science. Elsevier, 2021.https://doi.org/10.1016/j.tcs.2021.05.023 .

Mühlböck, Fabian, and Thomas A Henzinger. “Differential Monitoring.”https://doi.org/10.1007/978-3-030-88494-9_12__In International Conference on Runtime Verification, 12974:231–43. Cham: Springer Nature, 2021.https://doi.org/10.1007/978-3-030-88494-9_12 .

Mühlböck, Fabian, and Thomas A Henzinger. Differential Monitoring. IST Austria, 2021.https://doi.org/10.15479/AT:ISTA:9946 .

Sietzen, Stefan, Mathias Lechner, Judy Borowski, Ramin Hasani, and Manuela Waldner. “Interactive Analysis of CNN Robustness.”https://doi.org/10.1111/cgf.14418__Computer Graphics Forum. Wiley, 2021.https://doi.org/10.1111/cgf.14418 .

Aghajohari, Milad, Guy Avni, and Thomas A Henzinger. “Determinacy in Discrete-Bidding Infinite-Duration Games.”https://doi.org/10.23638/LMCS-17(1:10)2021__Logical Methods in Computer Science. International Federation for Computational Logic, 2021.https://doi.org/10.23638/LMCS-17(1:10)2021 .

Lechner, Mathias, Ramin Hasani, Radu Grosu, Daniela Rus, and Thomas A Henzinger. “Adversarial Training Is Not Ready for Robot Learning.”https://doi.org/10.1109/ICRA48506.2021.9561036__In 2021 IEEE International Conference on Robotics and Automation, 4140–47. ICRA, 2021.https://doi.org/10.1109/ICRA48506.2021.9561036 .

Lukina, Anna, Christian Schilling, and Thomas A Henzinger. “Into the Unknown: Active Monitoring of Neural Networks.”https://doi.org/10.1007/978-3-030-88494-9_3__In 21st International Conference on Runtime Verification, 12974:42–61. Cham: Springer Nature, 2021.https://doi.org/10.1007/978-3-030-88494-9_3 .

Hasani, Ramin, Mathias Lechner, Alexander Amini, Daniela Rus, and Radu Grosu. “A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits.” In Proceedings of the 37th International Conference on Machine Learning, 4082–93. PMLR, 2020.

Ferrere, Thomas, Thomas A Henzinger, and Bernhard Kragl. “Monitoring Event Frequencies.”https://doi.org/10.4230/LIPIcs.CSL.2020.20__In 28th EACSL Annual Conference on Computer Science Logic, Vol. 152. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.https://doi.org/10.4230/LIPIcs.CSL.2020.20 .

Althoff, Matthias, Stanley Bak, Zongnan Bao, Marcelo Forets, Goran Frehse, Daniel Freire, Niklas Kochdumper, et al. “ARCH-COM Category Report: Continuous and Hybrid Systems with Linear Dynamics.”https://doi.org/10.29007/7dt2__In EPiC Series in Computing, 74:16–48. EasyChair, 2020.https://doi.org/10.29007/7dt2 .

Geretti, Luca, Julien Alexandre Dit Sandretto, Matthias Althoff, Luis Benet, Alexandre Chapoutot, Xin Chen, Pieter Collins, et al. “ARCH-COM Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics.”https://doi.org/10.29007/zkf6__In EPiC Series in Computing, 74:49–75. EasyChair, 2020.https://doi.org/10.29007/zkf6 .

Chatterjee, Krishnendu, Thomas A Henzinger, and Jan Otop. “Multi-Dimensional Long-Run Average Problems for Vector Addition Systems with States.”https://doi.org/10.4230/LIPIcs.CONCUR.2020.23__In 31st International Conference on Concurrency Theory, Vol. 171. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.https://doi.org/10.4230/LIPIcs.CONCUR.2020.23 .

Avni, Guy, and Thomas A Henzinger. “A Survey of Bidding Games on Graphs.”https://doi.org/10.4230/LIPIcs.CONCUR.2020.2__In 31st International Conference on Concurrency Theory, Vol. 171. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.https://doi.org/10.4230/LIPIcs.CONCUR.2020.2 .

Alamdari, Par Alizadeh, Guy Avni, Thomas A Henzinger, and Anna Lukina. “Formal Methods with a Touch of Magic.”https://doi.org/10.34727/2020/isbn.978-3-85448-042-6_21__In Proceedings of the 20th Conference on Formal Methods in Computer-Aided Design, 138–47. TU Wien Academic Press, 2020.https://doi.org/10.34727/2020/isbn.978-3-85448-042-6_21 .

Singh, Sidak Pal, and Dan-Adrian Alistarh. “WoodFisher: Efficient Second-Order Approximation for Neural Network Compression.” In Advances in Neural Information Processing Systems, 33:18098–109. Curran Associates, 2020.

Gruenbacher, Sophie, Jacek Cyranka, Mathias Lechner, Md Ariful Islam, Scott A. Smolka, and Radu Grosu. “Lagrangian Reachtubes: The next Generation.”https://doi.org/10.1109/CDC42340.2020.9304042__In Proceedings of the 59th IEEE Conference on Decision and Control, 2020:1556–63. IEEE, 2020.https://doi.org/10.1109/CDC42340.2020.9304042 .

Lechner, Mathias. “Learning Representations for Binary-Classification without Backpropagation.” In 8th International Conference on Learning Representations. ICLR, 2020.

Giacobbe, Mirco, Thomas A Henzinger, and Mathias Lechner. “How Many Bits Does It Take to Quantize Your Neural Network?”https://doi.org/10.1007/978-3-030-45237-7_5__In International Conference on Tools and Algorithms for the Construction and Analysis of Systems, 12079:79–97. Springer Nature, 2020.https://doi.org/10.1007/978-3-030-45237-7_5 .

Avni, Guy, Thomas A Henzinger, and Orna Kupferman. “Dynamic Resource Allocation Games.”https://doi.org/10.1016/j.tcs.2019.06.031__Theoretical Computer Science. Elsevier, 2020.https://doi.org/10.1016/j.tcs.2019.06.031 .

Henzinger, Thomas A, Anna Lukina, and Christian Schilling. “Outside the Box: Abstraction-Based Monitoring of Neural Networks.”https://doi.org/10.3233/FAIA200375__In 24th European Conference on Artificial Intelligence, 325:2433–40. IOS Press, 2020.https://doi.org/10.3233/FAIA200375 .

Baranowski, Marek, Shaobo He, Mathias Lechner, Thanh Son Nguyen, and Zvonimir Rakamari. “An SMT Theory of Fixed-Point Arithmetic.”https://doi.org/10.1007/978-3-030-51074-9_2__In Automated Reasoning, 12166:13–31. Springer Nature, 2020.https://doi.org/10.1007/978-3-030-51074-9_2 .

Lechner, Mathias, Ramin Hasani, Alexander Amini, Thomas A Henzinger, Daniela Rus, and Radu Grosu. “Neural Circuit Policies Enabling Auditable Autonomy.”https://doi.org/10.1038/s42256-020-00237-3__Nature Machine Intelligence. Springer Nature, 2020.https://doi.org/10.1038/s42256-020-00237-3 .

Lechner, Mathias, Ramin Hasani, Daniela Rus, and Radu Grosu. “Gershgorin Loss Stabilizes the Recurrent Neural Network Compartment of an End-to-End Robot Learning Scheme.”https://doi.org/10.1109/ICRA40945.2020.9196608__In Proceedings - IEEE International Conference on Robotics and Automation, 5446–52. IEEE, 2020.https://doi.org/10.1109/ICRA40945.2020.9196608 .

Forets, Marcelo, Daniel Freire, and Christian Schilling. “Efficient Reachability Analysis of Parametric Linear Hybrid Systems with  Time-Triggered Transitions.”https://doi.org/10.1109/MEMOCODE51338.2020.9314994__In 18th ACM-IEEE International Conference on Formal Methods and Models for System Design. IEEE, 2020.https://doi.org/10.1109/MEMOCODE51338.2020.9314994 .

Bogomolov, Sergiy, Marcelo Forets, Goran Frehse, Kostiantyn Potomkin, and Christian Schilling. “Reachability Analysis of Linear Hybrid Systems via Block Decomposition.” In Proceedings of the International Conference on Embedded Software, 2020.

Bogomolov, Sergiy, Marcelo Forets, Goran Frehse, Kostiantyn Potomkin, and Christian Schilling. “Reachability Analysis of Linear Hybrid Systems via Block Decomposition.”https://doi.org/10.1109/TCAD.2020.3012859__IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. IEEE, 2020.https://doi.org/10.1109/TCAD.2020.3012859 .

Avni, Guy, Rasmus Ibsen-Jensen, and Josef Tkadlec. “All-Pay Bidding Games on Graphs.”https://doi.org/10.1609/aaai.v34i02.5546__Proceedings of the AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence, 2020.https://doi.org/10.1609/aaai.v34i02.5546 .

Henzinger, Thomas A, and Naci E Sarac. “Monitorability under Assumptions.”https://doi.org/10.1007/978-3-030-60508-7_1__In Runtime Verification, 12399:3–18. Springer Nature, 2020.https://doi.org/10.1007/978-3-030-60508-7_1 .

Kragl, Bernhard, Shaz Qadeer, and Thomas A Henzinger. “Refinement for Structured Concurrent Programs.”https://doi.org/10.1007/978-3-030-53288-8_14__In Computer Aided Verification, 12224:275–98. Springer Nature, 2020.https://doi.org/10.1007/978-3-030-53288-8_14 .

Kragl, Bernhard, Constantin Enea, Thomas A Henzinger, Suha Orhun Mutluergil, and Shaz Qadeer. “Inductive Sequentialization of Asynchronous Programs.”https://doi.org/10.1145/3385412.3385980__In Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation, 227–42. Association for Computing Machinery, 2020.https://doi.org/10.1145/3385412.3385980 .

Nickovic, Dejan, Olivier Lebeltel, Oded Maler, Thomas Ferrere, and Dogan Ulus. “AMT 2.0: Qualitative and Quantitative Trace Analysis with Extended Signal Temporal Logic.”https://doi.org/10.1007/s10009-020-00582-z__International Journal on Software Tools for Technology Transfer. Springer Nature, 2020.https://doi.org/10.1007/s10009-020-00582-z .

Kragl, Bernhard. “Verifying Concurrent Programs: Refinement, Synchronization, Sequentialization.”https://doi.org/10.15479/AT:ISTA:8332__Institute of Science and Technology Austria, 2020.https://doi.org/10.15479/AT:ISTA:8332 .

Garcia Soto, Miriam, and Pavithra Prabhakar. “Hybridization for Stability Verification of Nonlinear Switched Systems.”https://doi.org/10.1109/RTSS49844.2020.00031__In 2020 IEEE Real-Time Systems Symposium, 244–56. IEEE, 2020.https://doi.org/10.1109/RTSS49844.2020.00031 .

Garcia Soto, Miriam, and Pavithra Prabhakar. “Abstraction Based Verification of Stability of Polyhedral Switched Systems.”https://doi.org/10.1016/j.nahs.2020.100856__Nonlinear Analysis: Hybrid Systems. Elsevier, 2020.https://doi.org/10.1016/j.nahs.2020.100856 .

Frehse, Goran, Alessandro Abate, Dieky Adzkiya, Anna Becchi, Lei Bu, Alessandro Cimatti, Mirco Giacobbe, et al. “ARCH-COM Category Report: Hybrid Systems with Piecewise Constant Dynamics.”https://doi.org/10.29007/rjwn__In ARC. 6th International Workshop on Applied Verification of Continuous and Hybrid Systems, edited by Goran Frehse and Matthias Althoff, 61:1–13. EasyChair, 2019.https://doi.org/10.29007/rjwn .

Kundu, Atreyee, Miriam Garcia Soto, and Pavithra Prabhakar. “Formal Synthesis of Stabilizing Controllers for Periodically Controlled Linear Switched Systems.”https://doi.org/10.1109/INDIANCC.2019.8715598__In 5th Indian Control Conference Proceedings. IEEE, 2019.https://doi.org/10.1109/INDIANCC.2019.8715598 .

Avni, Guy, Thomas A Henzinger, Rasmus Ibsen-Jensen, and Petr Novotny. “Bidding Games on Markov Decision Processes.”https://doi.org/10.1007/978-3-030-30806-3_1__In https://doi.org/10.1007/978-3-030-30806-3_1__Proceedings of the 13th International Conference of Reachability Problems, 11674:1–12. Springer, 2019.https://doi.org/10.1007/978-3-030-30806-3_1 .

Lechner, Mathias, Ramin Hasani, Manuel Zimmer, Thomas A Henzinger, and Radu Grosu. “Designing Worm-Inspired Neural Networks for Interpretable Robotic Control.”https://doi.org/10.1109/icra.2019.8793840__In Proceedings - IEEE International Conference on Robotics and Automation, Vol. 2019–May. IEEE, 2019.https://doi.org/10.1109/icra.2019.8793840 .