T. A. Henzinger and N. E. Sarac, “Quantitative and approximate monitoring,” in Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science, Online, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/9356
DOI: 10.1109/LICS52264.2021.9470547
WoS: 000947350400021
arXiv: 2105.08353

T. Petrov, C. Igler, A. Sezgin, T. A. Henzinger, and C. C. Guet, “Long lived transients in gene regulation,” Theoretical Computer Science, vol. 893. Elsevier, pp. 1–16, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/9647
DOI: 10.1016/j.tcs.2021.05.023
WoS: 000710180500002

F. Mühlböck and T. A. Henzinger, “Differential monitoring,” in International Conference on Runtime Verification, Virtual, 2021, vol. 12974, pp. 231–243.
LibreCat: https://research-explorer.ista.ac.at/record/10108
DOI: 10.1007/978-3-030-88494-9_12
WoS: 000719383800012

F. Mühlböck and T. A. Henzinger, Differential monitoring. IST Austria, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/9946
DOI: 10.15479/AT:ISTA:9946

S. Sietzen, M. Lechner, J. Borowski, R. Hasani, and M. Waldner, “Interactive analysis of CNN robustness,” Computer Graphics Forum, vol. 40, no. 7. Wiley, pp. 253–264, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/10404
DOI: 10.1111/cgf.14418
WoS: 000722952000024
arXiv: 2110.07667

M. Aghajohari, G. Avni, and T. A. Henzinger, “Determinacy in discrete-bidding infinite-duration games,” Logical Methods in Computer Science, vol. 17, no. 1. International Federation for Computational Logic, p. 10:1-10:23, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/10674
DOI: 10.23638/LMCS-17(1:10)2021
WoS: 000658724600010
arXiv: 1905.03588

M. Lechner, R. Hasani, R. Grosu, D. Rus, and T. A. Henzinger, “Adversarial training is not ready for robot learning,” in 2021 IEEE International Conference on Robotics and Automation, Xi’an, China, 2021, pp. 4140–4147.
LibreCat: https://research-explorer.ista.ac.at/record/10666
DOI: 10.1109/ICRA48506.2021.9561036
WoS: 000765738803040
arXiv: 2103.08187

A. Lukina, C. Schilling, and T. A. Henzinger, “Into the unknown: active monitoring of neural networks,” in 21st International Conference on Runtime Verification, Virtual, 2021, vol. 12974, pp. 42–61.
LibreCat: https://research-explorer.ista.ac.at/record/10206
DOI: 10.1007/978-3-030-88494-9_3
WoS: 000719383800003
arXiv: 2009.06429

R. Hasani, M. Lechner, A. Amini, D. Rus, and R. Grosu, “A natural lottery ticket winner: Reinforcement learning with ordinary neural circuits,” in Proceedings of the 37th International Conference on Machine Learning, Virtual, 2020, pp. 4082–4093.
LibreCat: https://research-explorer.ista.ac.at/record/10673

T. Ferrere, T. A. Henzinger, and B. Kragl, “Monitoring event frequencies,” in 28th EACSL Annual Conference on Computer Science Logic, Barcelona, Spain, 2020, vol. 152.
LibreCat: https://research-explorer.ista.ac.at/record/7348
DOI: 10.4230/LIPIcs.CSL.2020.20
arXiv: 1910.06097

M. Althoff et al., “ARCH-COM Category Report: Continuous and hybrid systems with linear dynamics,” in EPiC Series in Computing, 2020, vol. 74, pp. 16–48.
LibreCat: https://research-explorer.ista.ac.at/record/8572
DOI: 10.29007/7dt2

L. Geretti et al., “ARCH-COM Category Report: Continuous and hybrid systems with nonlinear dynamics,” in EPiC Series in Computing, 2020, vol. 74, pp. 49–75.
LibreCat: https://research-explorer.ista.ac.at/record/8571
DOI: 10.29007/zkf6

K. Chatterjee, T. A. Henzinger, and J. Otop, “Multi-dimensional long-run average problems for vector addition systems with states,” in 31st International Conference on Concurrency Theory, Virtual, 2020, vol. 171.
LibreCat: https://research-explorer.ista.ac.at/record/8600
DOI: 10.4230/LIPIcs.CONCUR.2020.23
arXiv: 2007.08917

G. Avni and T. A. Henzinger, “A survey of bidding games on graphs,” in 31st International Conference on Concurrency Theory, Virtual, 2020, vol. 171.
LibreCat: https://research-explorer.ista.ac.at/record/8599
DOI: 10.4230/LIPIcs.CONCUR.2020.2

P. A. Alamdari, G. Avni, T. A. Henzinger, and A. Lukina, “Formal methods with a touch of magic,” in Proceedings of the 20th Conference on Formal Methods in Computer-Aided Design, Online Conference, 2020, pp. 138–147.
LibreCat: https://research-explorer.ista.ac.at/record/9040
DOI: 10.34727/2020/isbn.978-3-85448-042-6_21

S. P. Singh and D.-A. Alistarh, “WoodFisher: Efficient second-order approximation for neural network compression,” in Advances in Neural Information Processing Systems, Vancouver, Canada, 2020, vol. 33, pp. 18098–18109.
LibreCat: https://research-explorer.ista.ac.at/record/9632
arXiv: 2004.14340

S. Gruenbacher, J. Cyranka, M. Lechner, M. A. Islam, S. A. Smolka, and R. Grosu, “Lagrangian reachtubes: The next generation,” in Proceedings of the 59th IEEE Conference on Decision and Control, Jeju Islang, Korea (South), 2020, vol. 2020, pp. 1556–1563.
LibreCat: https://research-explorer.ista.ac.at/record/9103
DOI: 10.1109/CDC42340.2020.9304042
arXiv: 2012.07458

M. Lechner, “Learning representations for binary-classification without backpropagation,” in 8th International Conference on Learning Representations, Virtualf; Addis Ababa, Ethiopia, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/10672

M. Giacobbe, T. A. Henzinger, and M. Lechner, “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, Dublin, Ireland, 2020, vol. 12079, pp. 79–97.
LibreCat: https://research-explorer.ista.ac.at/record/7808
DOI: 10.1007/978-3-030-45237-7_5

G. Avni, T. A. Henzinger, and O. Kupferman, “Dynamic resource allocation games,” Theoretical Computer Science, vol. 807. Elsevier, pp. 42–55, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/6761
DOI: 10.1016/j.tcs.2019.06.031
WoS: 000512219400004

T. A. Henzinger, A. Lukina, and C. Schilling, “Outside the box: Abstraction-based monitoring of neural networks,” in 24th European Conference on Artificial Intelligence, Santiago de Compostela, Spain, 2020, vol. 325, pp. 2433–2440.
LibreCat: https://research-explorer.ista.ac.at/record/7505
DOI: 10.3233/FAIA200375
WoS: 000650971303002
arXiv: 1911.09032

M. Baranowski, S. He, M. Lechner, T. S. Nguyen, and Z. Rakamari, “An SMT theory of fixed-point arithmetic,” in Automated Reasoning, Paris, France, 2020, vol. 12166, pp. 13–31.
LibreCat: https://research-explorer.ista.ac.at/record/8194
DOI: 10.1007/978-3-030-51074-9_2
WoS: 000884318000002

M. Lechner, R. Hasani, A. Amini, T. A. Henzinger, D. Rus, and R. Grosu, “Neural circuit policies enabling auditable autonomy,” Nature Machine Intelligence, vol. 2. Springer Nature, pp. 642–652, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/8679
DOI: 10.1038/s42256-020-00237-3
WoS: 000583337200011

M. Lechner, R. Hasani, D. Rus, and R. Grosu, “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, Paris, France, 2020, pp. 5446–5452.
LibreCat: https://research-explorer.ista.ac.at/record/8704
DOI: 10.1109/ICRA40945.2020.9196608
WoS: 000712319503110

M. Forets, D. Freire, and C. Schilling, “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, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/8750
DOI: 10.1109/MEMOCODE51338.2020.9314994
WoS: 000661920400013
arXiv: 2006.12325

S. Bogomolov, M. Forets, G. Frehse, K. Potomkin, and C. Schilling, “Reachability analysis of linear hybrid systems via block decomposition,” in Proceedings of the International Conference on Embedded Software, Virtual , 2020.
LibreCat: https://research-explorer.ista.ac.at/record/8287
arXiv: 1905.02458

S. Bogomolov, M. Forets, G. Frehse, K. Potomkin, and C. Schilling, “Reachability analysis of linear hybrid systems via block decomposition,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 39, no. 11. IEEE, pp. 4018–4029, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/8790
DOI: 10.1109/TCAD.2020.3012859
WoS: 000587712700072
arXiv: 1905.02458

G. Avni, R. Ibsen-Jensen, and J. Tkadlec, “All-pay bidding games on graphs,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 34, no. 02. Association for the Advancement of Artificial Intelligence, pp. 1798–1805, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/9197
DOI: 10.1609/aaai.v34i02.5546
arXiv: 1911.08360

T. A. Henzinger and N. E. Sarac, “Monitorability under assumptions,” in Runtime Verification, Los Angeles, CA, United States, 2020, vol. 12399, pp. 3–18.
LibreCat: https://research-explorer.ista.ac.at/record/8623
DOI: 10.1007/978-3-030-60508-7_1
WoS: 000728160600001

B. Kragl, S. Qadeer, and T. A. Henzinger, “Refinement for structured concurrent programs,” in Computer Aided Verification, 2020, vol. 12224, pp. 275–298.
LibreCat: https://research-explorer.ista.ac.at/record/8195
DOI: 10.1007/978-3-030-53288-8_14
WoS: 000695276000014

B. Kragl, C. Enea, T. A. Henzinger, S. O. Mutluergil, and S. Qadeer, “Inductive sequentialization of asynchronous programs,” in Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation, London, United Kingdom, 2020, pp. 227–242.
LibreCat: https://research-explorer.ista.ac.at/record/8012
DOI: 10.1145/3385412.3385980
WoS: 000614622300016

D. Nickovic, O. Lebeltel, O. Maler, T. Ferrere, and D. Ulus, “AMT 2.0: Qualitative and quantitative trace analysis with extended signal temporal logic,” International Journal on Software Tools for Technology Transfer, vol. 22, no. 6. Springer Nature, pp. 741–758, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/10861
DOI: 10.1007/s10009-020-00582-z
WoS: 000555398600001

B. Kragl, “Verifying concurrent programs: Refinement, synchronization, sequentialization,” Institute of Science and Technology Austria, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/8332
DOI: 10.15479/AT:ISTA:8332

M. Garcia Soto and P. Prabhakar, “Hybridization for stability verification of nonlinear switched systems,” in 2020 IEEE Real-Time Systems Symposium, Houston, TX, USA , 2020, pp. 244–256.
LibreCat: https://research-explorer.ista.ac.at/record/9202
DOI: 10.1109/RTSS49844.2020.00031
WoS: 000680435100021

M. Garcia Soto and P. Prabhakar, “Abstraction based verification of stability of polyhedral switched systems,” Nonlinear Analysis: Hybrid Systems, vol. 36, no. 5. Elsevier, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/7426
DOI: 10.1016/j.nahs.2020.100856
WoS: 000528828600003

G. Frehse et al., “ARCH-COM Category Report: Hybrid systems with piecewise constant dynamics,” in ARC. 6th International Workshop on Applied Verification of Continuous and Hybrid Systems, Montreal, Canada, 2019, vol. 61, pp. 1–13.
LibreCat: https://research-explorer.ista.ac.at/record/10877
DOI: 10.29007/rjwn

A. Kundu, M. Garcia Soto, and P. Prabhakar, “Formal synthesis of stabilizing controllers for periodically controlled linear switched systems,” in 5th Indian Control Conference Proceedings, Delhi, India, 2019.
LibreCat: https://research-explorer.ista.ac.at/record/6565
DOI: 10.1109/INDIANCC.2019.8715598

G. Avni, T. A. Henzinger, R. Ibsen-Jensen, and P. Novotny, “Bidding games on Markov decision processes,” in  Proceedings of the 13th International Conference of Reachability Problems, Brussels, Belgium, 2019, vol. 11674, pp. 1–12.
LibreCat: https://research-explorer.ista.ac.at/record/6822
DOI: 10.1007/978-3-030-30806-3_1

M. Lechner, R. Hasani, M. Zimmer, T. A. Henzinger, and R. Grosu, “Designing worm-inspired neural networks for interpretable robotic control,” in Proceedings - IEEE International Conference on Robotics and Automation, Montreal, QC, Canada, 2019, vol. 2019–May.
LibreCat: https://research-explorer.ista.ac.at/record/6888
DOI: 10.1109/icra.2019.8793840

M. Aghajohari, G. Avni, and T. A. Henzinger, “Determinacy in discrete-bidding infinite-duration games,” presented at the CONCUR: International Conference on Concurrency Theory, Amsterdam, Netherlands, 2019, vol. 140.
LibreCat: https://research-explorer.ista.ac.at/record/6886
DOI: 10.4230/LIPICS.CONCUR.2019.20
arXiv: 1905.03588

K. Chatterjee, T. A. Henzinger, and J. Otop, “Long-run average behavior of vector addition systems with states,” presented at the CONCUR: International Conference on Concurrency Theory, Amsterdam, Netherlands, 2019, vol. 140.
LibreCat: https://research-explorer.ista.ac.at/record/6885
DOI: 10.4230/LIPICS.CONCUR.2019.27

R. Hasani, A. Amini, M. Lechner, F. Naser, R. Grosu, and D. Rus, “Response characterization for auditing cell dynamics in long short-term memory networks,” in Proceedings of the International Joint Conference on Neural Networks, Budapest, Hungary, 2019.
LibreCat: https://research-explorer.ista.ac.at/record/6985
DOI: 10.1109/ijcnn.2019.8851954
arXiv: 1809.03864

R. Alur, M. Giacobbe, T. A. Henzinger, K. G. Larsen, and M. Mikudionis, “Continuous-time models for system design and analysis,” in Computing and Software Science, vol. 10000, B. Steffen and G. Woeginger, Eds. Springer Nature, 2019, pp. 452–477.
LibreCat: https://research-explorer.ista.ac.at/record/7453
DOI: 10.1007/978-3-319-91908-9_22

F. Immler et al., “ARCH-COM Category Report: Continuous and hybrid systems with nonlinear dynamics,” in EPiC Series in Computing, Montreal, Canada, 2019, vol. 61, pp. 41–61.
LibreCat: https://research-explorer.ista.ac.at/record/7576
DOI: 10.29007/m75b

M. Althoff et al., “ARCH-COM Category Report: Continuous and hybrid systems with linear continuous dynamics,” in EPiC Series in Computing, Montreal, Canada, 2019, vol. 61, pp. 14–40.
LibreCat: https://research-explorer.ista.ac.at/record/8570
DOI: 10.29007/bj1w

G. Avni, T. A. Henzinger, and D. Zikelic, “Bidding mechanisms in graph games,” presented at the MFCS: nternational Symposium on Mathematical Foundations of Computer Science, Aachen, Germany, 2019, vol. 138.
LibreCat: https://research-explorer.ista.ac.at/record/6884
DOI: 10.4230/LIPICS.MFCS.2019.11
arXiv: 1905.03835

M. Christakis, M. Heizmann, M. N. Mansur, C. Schilling, and V. Wüstholz, “Semantic fault localization and suspiciousness ranking,” in 25th International Conference on Tools and Algorithms for the Construction and Analysis of Systems , Prague, Czech Republic, 2019, vol. 11427, pp. 226–243.
LibreCat: https://research-explorer.ista.ac.at/record/6042
DOI: 10.1007/978-3-030-17462-0_13
WoS: 000681166500013

S. Bogomolov, M. Forets, G. Frehse, K. Potomkin, and C. Schilling, “JuliaReach: A toolbox for set-based reachability,” in Proceedings of the 22nd International Conference on Hybrid Systems: Computation and Control, Montreal, QC, Canada, 2019, vol. 22, pp. 39–44.
LibreCat: https://research-explorer.ista.ac.at/record/6035
DOI: 10.1145/3302504.3311804
WoS: 000516713900005
arXiv: 1901.10736

T. Ferrere, D. Nickovic, A. Donzé, H. Ito, and J. Kapinski, “Interface-aware signal temporal logic,” in Proceedings of the 2019 22nd ACM International Conference on Hybrid Systems: Computation and Control, Montreal, Canada, 2019, pp. 57–66.
LibreCat: https://research-explorer.ista.ac.at/record/6428
DOI: 10.1145/3302504.3311800
WoS: 000516713900007

G. Avni, R. Bloem, K. Chatterjee, T. A. Henzinger, B. Konighofer, and S. Pranger, “Run-time optimization for learned controllers through quantitative games,” in 31st International Conference on Computer-Aided Verification, New York, NY, United States, 2019, vol. 11561, pp. 630–649.
LibreCat: https://research-explorer.ista.ac.at/record/6462
DOI: 10.1007/978-3-030-25540-4_36
WoS: 000491468000036