Order-reduction abstractions for safety verification of high-dimensional linear systems
Tran, Hoang-Dung, Nguyen, Luan Viet, Xiang, Weiming, Johnson, Taylor T.
Published in Discrete event dynamic systems (01.06.2017)
Published in Discrete event dynamic systems (01.06.2017)
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Journal Article
Verification of piecewise deep neural networks: a star set approach with zonotope pre-filter
Tran, Hoang-Dung, Pal, Neelanjana, Lopez, Diego Manzanas, Musau, Patrick, Yang, Xiaodong, Nguyen, Luan Viet, Xiang, Weiming, Bak, Stanley, Johnson, Taylor T.
Published in Formal aspects of computing (01.08.2021)
Published in Formal aspects of computing (01.08.2021)
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Journal Article
REAFFIRM: Model-Based Repair of Hybrid Systems for Improving Resiliency
Viet Nguyen, Luan, Mohan, Gautam, Weimer, James, Sokolsky, Oleg, Lee, Insup, Alur, Rajeev
Published in 2020 18th ACM-IEEE International Conference on Formal Methods and Models for System Design (MEMOCODE) (02.12.2020)
Published in 2020 18th ACM-IEEE International Conference on Formal Methods and Models for System Design (MEMOCODE) (02.12.2020)
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Conference Proceeding
Demo: The Neural Network Verification (NNV) Tool
Tran, Hoang-Dung, Lopez, Diego Manzanas, Yang, Xiaodong, Musau, Patrick, Nguyen, Luan Viet, Xiang, Weiming, Bak, Stanley, Johnson, Taylor T.
Published in 2020 IEEE Workshop on Design Automation for CPS and IoT (DESTION) (01.04.2020)
Published in 2020 IEEE Workshop on Design Automation for CPS and IoT (DESTION) (01.04.2020)
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Conference Proceeding
Real-Time Verification for Distributed Cyber-Physical Systems
Tran, Hoang-Dung, Nguyen, Luan Viet, Musau, Patrick, Xiang, Weiming, Johnson, Taylor T.
Published in Leibniz transactions on embedded systems (01.12.2022)
Published in Leibniz transactions on embedded systems (01.12.2022)
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Journal Article
Tutorial: Software tools for hybrid systems verification, transformation, and synthesis: C2E2, HyST, and TuLiP
Duggirala, Parasara Sridhar, Fan, Chuchu, Potok, Matthew, Bolun Qi, Mitra, Sayan, Viswanathan, Mahesh, Bak, Stanley, Bogomolov, Sergiy, Johnson, Taylor T., Luan Viet Nguyen, Schilling, Christian, Sogokon, Andrew, Hoang-Dung Tran, Weiming Xiang
Published in 2016 IEEE Conference on Control Applications (CCA) (01.09.2016)
Published in 2016 IEEE Conference on Control Applications (CCA) (01.09.2016)
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Conference Proceeding
Parallelizable Reachability Analysis Algorithms for Feed-Forward Neural Networks
Tran, Hoang-Dung, Musau, Patrick, Manzanas Lopez, Diego, Yang, Xiaodong, Nguyen, Luan Viet, Xiang, Weiming, Johnson, Taylor T
Published in 2019 IEEE/ACM 7th International Conference on Formal Methods in Software Engineering (FormaliSE) (01.05.2019)
Published in 2019 IEEE/ACM 7th International Conference on Formal Methods in Software Engineering (FormaliSE) (01.05.2019)
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Conference Proceeding
Verifying Binary Neural Networks on Continuous Input Space using Star Reachability
Ivashchenko, Mykhailo, Choi, Sung Woo, Nguyen, Luan Viet, Tran, Hoang-Dung
Published in 2023 IEEE/ACM 11th International Conference on Formal Methods in Software Engineering (FormaliSE) (01.05.2023)
Published in 2023 IEEE/ACM 11th International Conference on Formal Methods in Software Engineering (FormaliSE) (01.05.2023)
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Conference Proceeding
Real-Time Verification for Distributed Cyber-Physical Systems
Tran, Hoang-Dung, Nguyen, Luan Viet, Musau, Patrick, Xiang, Weiming, Johnson, Taylor T
Year of Publication 19.09.2019
Year of Publication 19.09.2019
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Journal Article
NNV: The Neural Network Verification Tool for Deep Neural Networks and Learning-Enabled Cyber-Physical Systems
Tran, Hoang-Dung, Yang, Xiaodong, Lopez, Diego Manzanas, Musau, Patrick, Nguyen, Luan Viet, Xiang, Weiming, Bak, Stanley, Johnson, Taylor T
Year of Publication 11.04.2020
Year of Publication 11.04.2020
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Journal Article