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FIPSER: Improving Fairness Testing of DNN by Seed Prioritization
Chen, J., Zhang, Y., Zhang, L., Zhang, M., Wan, C., Su, T. & Pu, G., 27 Oct 2024, Proceedings - 2024 39th ACM/IEEE International Conference on Automated Software Engineering, ASE 2024. Association for Computing Machinery, Inc, p. 1069-1081 13 p. (Proceedings - 2024 39th ACM/IEEE International Conference on Automated Software Engineering, ASE 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Link opens in a new tab Scopus citations -
MAFT: Efficient Model-Agnostic Fairness Testing for Deep Neural Networks via Zero-Order Gradient Search
Wang, Z., Zhang, M., Yang, J., Shao, B. & Zhang, M., 20 May 2024, ICSE 2024 - Proceedings of the 46th IEEE/ACM International Conference on Software Engineering. IEEE Computer Society, p. 1484-1495 12 p. 121. (Proceedings - International Conference on Software Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Link opens in a new tab Scopus citations -
Making Fair Classification via Correlation Alignment
Yang, J., Zhang, L. & Zhang, M., 16 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). IOS Press BV, p. 842-849 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Link opens in a new tab Scopus citations -
Efficient white-box fairness testing through gradient search
Zhang, L., Zhang, Y. & Zhang, M., 11 Jul 2021, ISSTA 2021 - Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis. Cadar, C. & Zhang, X. (eds.). Association for Computing Machinery, Inc, p. 103-114 12 p. 3464820. (ISSTA 2021 - Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access51 Link opens in a new tab Scopus citations -
New Symbolic Model and Equivalences Checking for Open Automata
Wang, B., Madelaine, E. & Zhang, M., 2021, 2021 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2021. Institute of Electrical and Electronics Engineers Inc., p. 2360-2367 8 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Link opens in a new tab Scopus citations