| {T-Miner}: A generative approach to defend against trojan attacks on {DNN-based} text classification A Azizi, IA Tahmid, A Waheed, N Mangaokar, J Pu, M Javed, CK Reddy, ... 30th USENIX Security Symposium (USENIX Security 21), 2255-2272, 2021 | 72 | 2021 |
| A cautionary tale for machine learning generated configurations in presence of a conserved quantity A Azizi, M Pleimling Scientific Reports 11 (1), 6395, 2021 | 21 | 2021 |
| Categorical representation learning: morphism is all you need A Sheshmani, YZ You Machine Learning: Science and Technology 3 (1), 015016, 2021 | 5 | 2021 |
| Critical phenomena in the presence of symmetric absorbing states: A microscopic spin model with tunable parameters A Azizi, M Pleimling Physical Review E 102 (2), 022112, 2020 | 5 | 2020 |
| Limitations of gradient-based born machines over tensor networks on learning quantum nonlocality K Najafi, A Azizi, M Stoudenmire, X Gao, S Yelin, M Lukin, M Mohseni 34th Conference on Neural Information Processing Systems, First Workshop on …, 2020 | 5 | 2020 |
| Categorical representation learning and RG flow operators for algorithmic classifiers A Sheshmani, YZ You, W Fu, A Azizi Machine Learning: Science and Technology 4 (1), 015012, 2023 | 2 | 2023 |
| Machine learning generated configurations in presence of a conserved quantity: a cautionary tale A Azizi, M Pleimling arXiv preprint arXiv:2007.09764, 2020 | 2 | 2020 |
| Learning Phase Transition in Ising Model with Tensor-Network Born Machines A Azizi, K Najafi, M Mohseni, CA Venice 34th Conference on Neural Information Processing Systems, First Workshop on …, 2020 | 2 | 2020 |
| Unsupervised Learning of Physical Systems with Two-dimensional Tensor Network A Azizi, K Najafi, M Mohseni American Physical Society (March Meeting), 2021 | | 2021 |
| Unsupervised Learning of Physical Systems with Two-dimensional Tensor Network Structures A Azizi, K Najafi, M Mohseni APS March Meeting Abstracts 2021, X32. 012, 2021 | | 2021 |
| Learning local and nonlocal quatum data via generative model over tensor network architechture K Najafi, A Azizi, M Stoudenmire, X Gao, M Lukin, S Yelin, M Mohseni APS March Meeting Abstracts 2021, X32. 002, 2021 | | 2021 |
| Study of Critical Phenomena with Monte Carlo and Machine Learning Techniques A Azizi Virginia Tech, 2020 | | 2020 |
| Defending Against Trojan Attacks on Neural Network-based Language Models A Azizi Virginia Tech, 2020 | | 2020 |
| Generative quantum models over tensor network architectures K Najafi, A Azizi, C Fuertes, M Stoudenmire, M Mohseni Bulletin of the American Physical Society 65, 2020 | | 2020 |
| A stochastic microscopic model describing the continuous Generalized Voter Model A Azizi, M Pleimling APS March Meeting Abstracts 2019, E55. 015, 2019 | | 2019 |
| Dynamic critical properties of non-equilibrium Potts models with absorbing states J Stidham, A Azizi, M Pleimling APS March Meeting Abstracts 2019, F57. 009, 2019 | | 2019 |
| Dynamical properties at Voter critical points A Azizi, J Stidham, M Pleimling Bulletin of the American Physical Society 63, 2018 | | 2018 |
| Dynamic critical properties of non-equilibrium Potts models with absorbing states A Azizi, J Stidham, M Pleimling Journal of Statistical Mechanics: Theory and Experiment 2018 (10), 103208, 2018 | | 2018 |
| CS5604 Fall 2017 Classification Team Submission A Azizi, D Mulchandani, A Naik, K Ngo, S Patil, A Vezvaee, R Yang Virginia Tech, 2018 | | 2018 |
| Aging properties of Voter models A Azizi, M Pleimling Bulletin of the American Physical Society 61, 2016 | | 2016 |
