Xiaowei Huang
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Safety verification of deep neural networks
X Huang, M Kwiatkowska, S Wang, M Wu
International Conference on Computer Aided Verification, 3-29, 2017
5892017
Structural Test Coverage Criteria for Deep Neural Networks
Y SUN, X HUANG, D KROENING, J SHARP, M HILL, ROB ASHMORE
ACM Transactions on Embedded Computing Systems, 2019
179*2019
Concolic Testing for Deep Neural Networks
Y Sun, M Wu, W Ruan, X Huang, M Kwiatkowska, D Kroening
ASE2018, 2018
1772018
Feature-guided black-box safety testing of deep neural networks
M Wicker, X Huang, M Kwiatkowska
International Conference on Tools and Algorithms for the Construction and …, 2018
1562018
Reachability Analysis of Deep Neural Networks with Provable Guarantees
W Ruan, X Huang, M Kwiatkowska
IJCAI2018, 2018
1532018
A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability
X Huang, D Kroening, W Ruan, J Sharp, Y Sun, E Thamo, M Wu, X Yi
Computer Science Review 37, 100270, 2020
89*2020
An epistemic strategy logic
X Huang, RVD Meyden
ACM Transactions on Computational Logic (TOCL) 19 (4), 26, 2018
61*2018
A game-based approximate verification of deep neural networks with provable guarantees
M Wu, M Wicker, W Ruan, X Huang, M Kwiatkowska
Theoretical Computer Science 807, 298-329, 2020
572020
Symbolic model checking epistemic strategy logic
X Huang, R van der Meyden
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence …, 2014
422014
Analyzing Deep Neural Networks with Symbolic Propagation: Towards Higher Precision and Faster Verification
J Li, J Liu, P Yang, L Chen, X Huang, L Zhang
International Static Analysis Symposium, 296-319, 2019
28*2019
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance
W Ruan, M Wu, Y Sun, X Huang, D Kroening, M Kwiatkowska
International Joint Conference on Artificial Intelligence, 2019
272019
Probabilistic alternating-time temporal logic of incomplete information and synchronous perfect recall
X Huang, K Su, C Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 2012
272012
Symbolic model checking of probabilistic knowledge
X Huang, C Luo, R Van Der Meyden
Proceedings of the 13th Conference on Theoretical Aspects of Rationality and …, 2011
272011
Structural test coverage criteria for deep neural networks
Y Sun, X Huang, D Kroening, J Sharp, M Hill, R Ashmore
Proceedings of the 41st International Conference on Software Engineering …, 2019
262019
Reasoning about cognitive trust in stochastic multiagent systems
X Huang, M Kwiatkowska, M Olejnik
ACM Transactions on Computational Logic (TOCL) 20 (4), 1-64, 2019
212019
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Norm
W Ruan, M Wu, Y Sun, X Huang, D Kroening, M Kwiatkowska
arXiv preprint arXiv:1804.05805, 2018
212018
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Norm
W Ruan, M Wu, Y Sun, X Huang, D Kroening, M Kwiatkowska
arXiv preprint arXiv:1804.05805, 2018
212018
A logic of probabilistic knowledge and strategy
X Huang, C Luo
Proceedings of the 2013 international conference on Autonomous agents and …, 2013
192013
DeepConcolic: testing and debugging deep neural networks
Y Sun, X Huang, D Kroening, J Sharp, M Hill, R Ashmore
2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019
182019
A temporal logic of strategic knowledge
X Huang, R van der Meyden
Proceedings of the 14th International Conference on Principles of Knowledge …, 2014
182014
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Artiklar 1–20