Henzinger, T. A., &; Sarac, N. E. (2021). Quantitative and approximate monitoring. In Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science. Online: Institute of Electrical and Electronics Engineers.https://doi.org/10.1109/LICS52264.2021.9470547 

Petrov, T., Igler, C., Sezgin, A., Henzinger, T. A., &; Guet, C. C. (2021). Long lived transients in gene regulation. Theoretical Computer Science. Elsevier.https://doi.org/10.1016/j.tcs.2021.05.023 

Mühlböck, F., &; Henzinger, T. A. (2021). Differential monitoring. In International Conference on Runtime Verification (Vol. 12974, pp. 231–243). Cham: Springer Nature.https://doi.org/10.1007/978-3-030-88494-9_12 

Mühlböck, F., &; Henzinger, T. A. (2021). Differential monitoring. IST Austria.https://doi.org/10.15479/AT:ISTA:9946 

Sietzen, S., Lechner, M., Borowski, J., Hasani, R., &; Waldner, M. (2021). Interactive analysis of CNN robustness. Computer Graphics Forum. Wiley.https://doi.org/10.1111/cgf.14418 

Aghajohari, M., Avni, G., &; Henzinger, T. A. (2021). Determinacy in discrete-bidding infinite-duration games. Logical Methods in Computer Science. International Federation for Computational Logic.https://doi.org/10.23638/LMCS-17(1:10)2021 

Lechner, M., Hasani, R., Grosu, R., Rus, D., &; Henzinger, T. A. (2021). Adversarial training is not ready for robot learning. In 2021 IEEE International Conference on Robotics and Automation (pp. 4140–4147). Xi’an, China.https://doi.org/10.1109/ICRA48506.2021.9561036 

Lukina, A., Schilling, C., &; Henzinger, T. A. (2021). Into the unknown: active monitoring of neural networks. In 21st International Conference on Runtime Verification (Vol. 12974, pp. 42–61). Cham: Springer Nature.https://doi.org/10.1007/978-3-030-88494-9_3 

Hasani, R., Lechner, M., Amini, A., Rus, D., &; Grosu, R. (2020). A natural lottery ticket winner: Reinforcement learning with ordinary neural circuits. In Proceedings of the 37th International Conference on Machine Learning (pp. 4082–4093). Virtual.

Ferrere, T., Henzinger, T. A., &; Kragl, B. (2020). Monitoring event frequencies. In 28th EACSL Annual Conference on Computer Science Logic (Vol. 152). Barcelona, Spain: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.https://doi.org/10.4230/LIPIcs.CSL.2020.20 

Althoff, M., Bak, S., Bao, Z., Forets, M., Frehse, G., Freire, D.,https://doi.org/10.29007/7dt2__Wetzlinger, M. (2020). ARCH-COM Category Report: Continuous and hybrid systems with linear dynamics. In EPiC Series in Computing (Vol. 74, pp. 16–48). EasyChair.https://doi.org/10.29007/7dt2 

Geretti, L., Alexandre Dit Sandretto, J., Althoff, M., Benet, L., Chapoutot, A., Chen, X.,https://doi.org/10.29007/zkf6__Schilling, C. (2020). ARCH-COM Category Report: Continuous and hybrid systems with nonlinear dynamics. In EPiC Series in Computing (Vol. 74, pp. 49–75). EasyChair.https://doi.org/10.29007/zkf6 

Chatterjee, K., Henzinger, T. A., &; Otop, J. (2020). Multi-dimensional long-run average problems for vector addition systems with states. In 31st International Conference on Concurrency Theory (Vol. 171). Virtual: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.https://doi.org/10.4230/LIPIcs.CONCUR.2020.23 

Avni, G., &; Henzinger, T. A. (2020). A survey of bidding games on graphs. In 31st International Conference on Concurrency Theory (Vol. 171). Virtual: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.https://doi.org/10.4230/LIPIcs.CONCUR.2020.2 

Alamdari, P. A., Avni, G., Henzinger, T. A., &; Lukina, A. (2020). Formal methods with a touch of magic. In Proceedings of the 20th Conference on Formal Methods in Computer-Aided Design (pp. 138–147). Online Conference: TU Wien Academic Press.https://doi.org/10.34727/2020/isbn.978-3-85448-042-6_21 

Singh, S. P., &; Alistarh, D.-A. (2020). WoodFisher: Efficient second-order approximation for neural network compression. In Advances in Neural Information Processing Systems (Vol. 33, pp. 18098–18109). Vancouver, Canada: Curran Associates.

Gruenbacher, S., Cyranka, J., Lechner, M., Islam, M. A., Smolka, S. A., &; Grosu, R. (2020). Lagrangian reachtubes: The next generation. In Proceedings of the 59th IEEE Conference on Decision and Control (Vol. 2020, pp. 1556–1563). Jeju Islang, Korea (South): IEEE.https://doi.org/10.1109/CDC42340.2020.9304042 

Lechner, M. (2020). Learning representations for binary-classification without backpropagation. In 8th International Conference on Learning Representations. Virtualf; Addis Ababa, Ethiopia: ICLR.

Giacobbe, M., Henzinger, T. A., &; Lechner, M. (2020). How many bits does it take to quantize your neural network? In International Conference on Tools and Algorithms for the Construction and Analysis of Systems (Vol. 12079, pp. 79–97). Dublin, Ireland: Springer Nature.https://doi.org/10.1007/978-3-030-45237-7_5 

Avni, G., Henzinger, T. A., &; Kupferman, O. (2020). Dynamic resource allocation games. Theoretical Computer Science. Elsevier.https://doi.org/10.1016/j.tcs.2019.06.031 

Henzinger, T. A., Lukina, A., &; Schilling, C. (2020). Outside the box: Abstraction-based monitoring of neural networks. In 24th European Conference on Artificial Intelligence (Vol. 325, pp. 2433–2440). Santiago de Compostela, Spain: IOS Press.https://doi.org/10.3233/FAIA200375 

Baranowski, M., He, S., Lechner, M., Nguyen, T. S., &; Rakamari, Z. (2020). An SMT theory of fixed-point arithmetic. In Automated Reasoning (Vol. 12166, pp. 13–31). Paris, France: Springer Nature.https://doi.org/10.1007/978-3-030-51074-9_2 

Lechner, M., Hasani, R., Amini, A., Henzinger, T. A., Rus, D., &; Grosu, R. (2020). Neural circuit policies enabling auditable autonomy. Nature Machine Intelligence. Springer Nature.https://doi.org/10.1038/s42256-020-00237-3 

Lechner, M., Hasani, R., Rus, D., &; Grosu, R. (2020). Gershgorin loss stabilizes the recurrent neural network compartment of an end-to-end robot learning scheme. In Proceedings - IEEE International Conference on Robotics and Automation (pp. 5446–5452). Paris, France: IEEE.https://doi.org/10.1109/ICRA40945.2020.9196608 

Forets, M., Freire, D., &; Schilling, C. (2020). Efficient reachability analysis of parametric linear hybrid systems with  time-triggered transitions. In 18th ACM-IEEE International Conference on Formal Methods and Models for System Design. Virtual Conference: IEEE.https://doi.org/10.1109/MEMOCODE51338.2020.9314994 

Bogomolov, S., Forets, M., Frehse, G., Potomkin, K., &; Schilling, C. (2020). Reachability analysis of linear hybrid systems via block decomposition. In Proceedings of the International Conference on Embedded Software. Virtual .

Bogomolov, S., Forets, M., Frehse, G., Potomkin, K., &; Schilling, C. (2020). Reachability analysis of linear hybrid systems via block decomposition. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. IEEE.https://doi.org/10.1109/TCAD.2020.3012859 

Avni, G., Ibsen-Jensen, R., &; Tkadlec, J. (2020). All-pay bidding games on graphs. Proceedings of the AAAI Conference on Artificial Intelligence. New York, NY, United States: Association for the Advancement of Artificial Intelligence.https://doi.org/10.1609/aaai.v34i02.5546 

Henzinger, T. A., &; Sarac, N. E. (2020). Monitorability under assumptions. In Runtime Verification (Vol. 12399, pp. 3–18). Los Angeles, CA, United States: Springer Nature.https://doi.org/10.1007/978-3-030-60508-7_1 

Kragl, B., Qadeer, S., &; Henzinger, T. A. (2020). Refinement for structured concurrent programs. In Computer Aided Verification (Vol. 12224, pp. 275–298). Springer Nature.https://doi.org/10.1007/978-3-030-53288-8_14 

Kragl, B., Enea, C., Henzinger, T. A., Mutluergil, S. O., &; Qadeer, S. (2020). Inductive sequentialization of asynchronous programs. In Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation (pp. 227–242). London, United Kingdom: Association for Computing Machinery.https://doi.org/10.1145/3385412.3385980 

Nickovic, D., Lebeltel, O., Maler, O., Ferrere, T., &; Ulus, D. (2020). AMT 2.0: Qualitative and quantitative trace analysis with extended signal temporal logic. International Journal on Software Tools for Technology Transfer. Springer Nature.https://doi.org/10.1007/s10009-020-00582-z 

Kragl, B. (2020). Verifying concurrent programs: Refinement, synchronization, sequentialization. Institute of Science and Technology Austria.https://doi.org/10.15479/AT:ISTA:8332 

Garcia Soto, M., &; Prabhakar, P. (2020). Hybridization for stability verification of nonlinear switched systems. In 2020 IEEE Real-Time Systems Symposium (pp. 244–256). Houston, TX, USA : IEEE.https://doi.org/10.1109/RTSS49844.2020.00031 

Garcia Soto, M., &; Prabhakar, P. (2020). Abstraction based verification of stability of polyhedral switched systems. Nonlinear Analysis: Hybrid Systems. Elsevier.https://doi.org/10.1016/j.nahs.2020.100856 

Frehse, G., Abate, A., Adzkiya, D., Becchi, A., Bu, L., Cimatti, A.,https://doi.org/10.29007/rjwn__Zaffanella, E. (2019). ARCH-COM Category Report: Hybrid systems with piecewise constant dynamics. In G. Frehse &; M. Althoff (Eds.), ARC. 6th International Workshop on Applied Verification of Continuous and Hybrid Systems (Vol. 61, pp. 1–13). Montreal, Canada: EasyChair.https://doi.org/10.29007/rjwn 

Kundu, A., Garcia Soto, M., &; Prabhakar, P. (2019). Formal synthesis of stabilizing controllers for periodically controlled linear switched systems. In 5th Indian Control Conference Proceedings. Delhi, India: IEEE.https://doi.org/10.1109/INDIANCC.2019.8715598 

Avni, G., Henzinger, T. A., Ibsen-Jensen, R., &; Novotny, P. (2019). Bidding games on Markov decision processes. In https://doi.org/10.1007/978-3-030-30806-3_1__Proceedings of the 13th International Conference of Reachability Problems (Vol. 11674, pp. 1–12). Brussels, Belgium: Springer.https://doi.org/10.1007/978-3-030-30806-3_1 

Lechner, M., Hasani, R., Zimmer, M., Henzinger, T. A., &; Grosu, R. (2019). Designing worm-inspired neural networks for interpretable robotic control. In Proceedings - IEEE International Conference on Robotics and Automation (Vol. 2019–May). Montreal, QC, Canada: IEEE.https://doi.org/10.1109/icra.2019.8793840 

Aghajohari, M., Avni, G., &; Henzinger, T. A. (2019). Determinacy in discrete-bidding infinite-duration games (Vol. 140). Presented at the CONCUR: International Conference on Concurrency Theory, Amsterdam, Netherlands: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.https://doi.org/10.4230/LIPICS.CONCUR.2019.20 

Chatterjee, K., Henzinger, T. A., &; Otop, J. (2019). Long-run average behavior of vector addition systems with states (Vol. 140). Presented at the CONCUR: International Conference on Concurrency Theory, Amsterdam, Netherlands: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.https://doi.org/10.4230/LIPICS.CONCUR.2019.27 

Hasani, R., Amini, A., Lechner, M., Naser, F., Grosu, R., &; Rus, D. (2019). Response characterization for auditing cell dynamics in long short-term memory networks. In Proceedings of the International Joint Conference on Neural Networks. Budapest, Hungary: IEEE.https://doi.org/10.1109/ijcnn.2019.8851954 

Alur, R., Giacobbe, M., Henzinger, T. A., Larsen, K. G., &; Mikudionis, M. (2019). Continuous-time models for system design and analysis. In B. Steffen &; G. Woeginger (Eds.), Computing and Software Science (Vol. 10000, pp. 452–477). Springer Nature.https://doi.org/10.1007/978-3-319-91908-9_22 

Immler, F., Althoff, M., Benet, L., Chapoutot, A., Chen, X., Forets, M.,https://doi.org/10.29007/m75b__Schilling, C. (2019). ARCH-COM Category Report: Continuous and hybrid systems with nonlinear dynamics. In EPiC Series in Computing (Vol. 61, pp. 41–61). Montreal, Canada: EasyChair Publications.https://doi.org/10.29007/m75b 

Althoff, M., Bak, S., Forets, M., Frehse, G., Kochdumper, N., Ray, R.,https://doi.org/10.29007/bj1w__Schupp, S. (2019). ARCH-COM Category Report: Continuous and hybrid systems with linear continuous dynamics. In EPiC Series in Computing (Vol. 61, pp. 14–40). Montreal, Canada: EasyChair.https://doi.org/10.29007/bj1w 

Avni, G., Henzinger, T. A., &; Zikelic, D. (2019). Bidding mechanisms in graph games (Vol. 138). Presented at the MFCS: nternational Symposium on Mathematical Foundations of Computer Science, Aachen, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.https://doi.org/10.4230/LIPICS.MFCS.2019.11 

Christakis, M., Heizmann, M., Mansur, M. N., Schilling, C., &; Wüstholz, V. (2019). Semantic fault localization and suspiciousness ranking. In 25th International Conference on Tools and Algorithms for the Construction and Analysis of Systems  (Vol. 11427, pp. 226–243). Prague, Czech Republic: Springer Nature.https://doi.org/10.1007/978-3-030-17462-0_13 

Bogomolov, S., Forets, M., Frehse, G., Potomkin, K., &; Schilling, C. (2019). JuliaReach: A toolbox for set-based reachability. In Proceedings of the 22nd International Conference on Hybrid Systems: Computation and Control (Vol. 22, pp. 39–44). Montreal, QC, Canada: ACM.https://doi.org/10.1145/3302504.3311804 

Ferrere, T., Nickovic, D., Donzé, A., Ito, H., &; Kapinski, J. (2019). Interface-aware signal temporal logic. In Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control (pp. 57–66). Montreal, Canada: ACM.https://doi.org/10.1145/3302504.3311800 

Avni, G., Bloem, R., Chatterjee, K., Henzinger, T. A., Konighofer, B., &; Pranger, S. (2019). Run-time optimization for learned controllers through quantitative games. In 31st International Conference on Computer-Aided Verification (Vol. 11561, pp. 630–649). New York, NY, United States: Springer.https://doi.org/10.1007/978-3-030-25540-4_36