Ali Shafahi

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Tom GoldsteinPerotto Associate Professor of Computer Science, University of MarylandVerified email at cs.umd.edu
Christoph StuderAssociate Professor at the Dept. of Information Technology and Electrical Engineering, ETH ZurichVerified email at ethz.ch
Amin GhiasiGraduate Research Assistant, University of MarylandVerified email at umd.edu
Mahyar NajibiResearch Scientist, WaymoVerified email at google.com
Zheng XuGoogle ResearchVerified email at google.com
W. Ronny HuangGoogle ResearchVerified email at google.com
John P. DickersonAssociate Professor of Computer Science, University of Maryland & Chief Scientist, Arthur AIVerified email at cs.umd.edu
Gavin TaylorUS Naval AcademyVerified email at usna.edu
Larry DavisProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
Chen ZhuGoogle BrainVerified email at google.com
Tudor DumitrasAssistant Professor, University of Maryland, College ParkVerified email at umiacs.umd.edu
Octavian SuciuUniversity of MarylandVerified email at umd.edu
Zhongxiang WangUniversity of MarylandVerified email at umd.edu
Soheil FeiziUniversity of Maryland, College ParkVerified email at cs.umd.edu
Hengduo LiDepartment of Computer Science, University of MarylandVerified email at cs.umd.edu
Hyoshin ParkAssistant Professor, NCA&TVerified email at ncat.edu
David W. JacobsProfessor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Furong HuangAssistant Professor of Computer Science, University of MarylandVerified email at umd.edu
Kiana Roshan ZamirResearch AssistantVerified email at umd.edu
Jonas GeipingPostdoc at University of Maryland, College ParkVerified email at umd.edu

Ali Shafahi

Graduate Research Assistant, University of Maryland

Verified email at umd.edu - Homepage

Machine Learning Operations Research Computer Vision


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Adversarial Training for Free! A Shafahi, M Najibi, A Ghiasi, Z Xu, J Dickerson, C Studer, LS Davis, ... Advances in Neural Information Processing Systems (NeurIPS), 2019	685	2019
Poison frogs! targeted clean-label poisoning attacks on neural networks A Shafahi, WR Huang, M Najibi, O Suciu, C Studer, T Dumitras, ... Advances in Neural Information Processing Systems (NeurIPS), 6103-6113, 2018	551	2018
Are adversarial examples inevitable? A Shafahi, WR Huang, C Studer, S Feizi, T Goldstein International Conference on Learning Representations (ICLR), 2019	222	2019
Transferable clean-label poisoning attacks on deep neural nets C Zhu, WR Huang, A Shafahi, H Li, G Taylor, C Studer, T Goldstein International Conference on Machine Learning (ICML), 2019	153	2019
Universal adversarial training A Shafahi, M Najibi, Z Xu, J Dickerson, LS Davis, T Goldstein AAAI Conference on Artificial Intelligence (AAAI), 2020	107	2020
Adversarially robust transfer learning A Shafahi, P Saadatpanah, C Zhu, A Ghiasi, C Studer, D Jacobs, ... International Conference on Learning Representations (ICLR), 2020	67	2020
Breaking certified defenses: Semantic adversarial examples with spoofed robustness certificates A Ghiasi, A Shafahi, T Goldstein International Conference on Learning Representations (ICLR), 2020	36	2020
Modeling contractors' project selection and markup decisions influenced by eminence A Shafahi, A Haghani International Journal of Project Management 32 (8), 1481-1493, 2014	35	2014
A stochastic emergency response location model considering secondary incidents on freeways H Park, A Shafahi, A Haghani IEEE Transactions on Intelligent Transportation Systems 17 (9), 2528-2540, 2016	30	2016
Adversarial attacks on copyright detection systems P Saadatpanah, A Shafahi, T Goldstein International Conference on Machine Learning (ICML), 2020	27	2020
Project selection and scheduling for phase-able projects with interdependencies among phases A Shafahi, A Haghani Automation in Construction 93, 47-62, 2018	25	2018
Solving the school bus routing problem by maximizing trip compatibility A Shafahi, Z Wang, A Haghani Transportation Research Record 2667 (1), 17-27, 2017	24	2017
Label smoothing and logit squeezing: a replacement for adversarial training? A Shafahi, A Ghiasi, F Huang, T Goldstein arXiv preprint arXiv:1910.11585, 2019	22	2019
SpeedRoute: Fast, efficient solutions for school bus routing problems A Shafahi, Z Wang, A Haghani Transportation research part B: methodological 117, 473-493, 2018	21	2018
Generalized maximum benefit multiple Chinese postman problem A Shafahi, A Haghani Transportation Research Part C: Emerging Technologies 55, 261-272, 2015	16	2015
WITCHcraft: Efficient PGD attacks with random step size PY Chiang, J Geiping, M Goldblum, T Goldstein, R Ni, S Reich, A Shafahi International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020	8	2020
SCDA: School compatibility decomposition algorithm for solving the multi-school bus routing and scheduling problem Z Wang, A Shafahi, A Haghani arXiv preprint arXiv:1711.00532, 2017	7	2017
Balanced scheduling of school bus trips using a perfect matching heuristic A Shafahi, S Aliari, A Haghani Transportation Research Record 2672 (48), 1-11, 2018	6	2018
Balanced routing of patrolling vehicles focusing on areas with historical crime A Shafahi, A Haghani Transportation Research Board 94th Annual MeetingTransportation Research Board, 2015	6	2015
Batch-wise Logit-Similarity: Generalizing Logit-Squeezing and Label-Smoothing A Shafahi, A Ghiasi, M Najibi, F Huang, J Dickerson, T Goldstein British Machine Vision Conference (BMVC), 2019	4	2019

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