| Dynamic automaton-guided reward shaping for monte carlo tree search A Velasquez, B Bissey, L Barak, A Beckus, I Alkhouri, D Melcer, G Atia Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 12015 …, 2021 | 20 | 2021 |
| A differentiable approach to the maximum independent set problem using dataless neural networks IR Alkhouri, GK Atia, A Velasquez Neural Networks 155, 168-176, 2022 | 17 | 2022 |
| Large-scale spectrum occupancy learning via tensor decomposition and LSTM networks I Alkhouri, M Joneidi, F Hejazi, N Rahnavard 2020 IEEE International Radar Conference (RADAR), 677-682, 2020 | 15* | 2020 |
| Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture H Zhang, Y Lu, I Alkhouri, S Ravishankar, D Song, Q Qu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 13* | 2024 |
| Diffusion-based adversarial purification for robust deep mri reconstruction I Alkhouri, S Liang, R Wang, Q Qu, S Ravishankar ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 10 | 2024 |
| Decoupled data consistency with diffusion purification for image restoration X Li, SM Kwon, IR Alkhouri, S Ravishankar, Q Qu arXiv preprint arXiv:2403.06054, 2024 | 8 | 2024 |
| Adversarial Attacks on Coarse-to-Fine Classifiers I Alkhouri, G Atia 2021 IEEE International Conference on Acoustics, Speech, and Signal …, 2021 | 8 | 2021 |
| Adversarial perturbation attacks on GLRT-based detectors I Alkhouri, G Atia, W Mikhael 2020 IEEE international symposium on circuits and systems (ISCAS), 1-5, 2020 | 8 | 2020 |
| Steady-State Policy Synthesis in Multichain Markov Decision Processes G Atia, A Beckus, I Alkhouri, A Velasquez 2020 International Joint Conferences on Artificial Intelligence, 4069-4075, 2020 | 8 | 2020 |
| Exploring The Predictive Capabilities of AlphaFold Using Adversarial Protein Sequences IR Alkhouri, S Jha, A Beckus, G Atia, S Jha, R Ewetz, A Velasquez IEEE Transactions on Artificial Intelligence, 2024 | 6* | 2024 |
| Steady-state planning in expected reward multichain mdps GK Atia, A Beckus, I Alkhouri, A Velasquez Journal of Artificial Intelligence Research 72, 1029-1082, 2021 | 5 | 2021 |
| Controller Synthesis for Omega-Regular and Steady-State Specifications A Velasquez, I Alkhouri, A Trivedi, A Beckus, G Atia Proceedings of the 21st International Conference on Autonomous Agents and …, 2022 | 4 | 2022 |
| Adversarial Attacks on Multi-level Fault Detection and Diagnosis systems AS Awad, IR Alkhouri, GK Atia 2021 IEEE International Workshop on Machine Learning for Signal Processing, 2021 | 4 | 2021 |
| Adversarial Perturbation Attacks on Nested Dichotomies Classification Systems IR Alkhouri, A Velasquez, GK Atia 2021 IEEE International Workshop on Machine Learning for Signal Processing, 2021 | 4 | 2021 |
| Robust Physics-based Deep MRI Reconstruction Via Diffusion Purification I Alkhouri, S Liang, R Wang, Q Qu, S Ravishankar Conference on Parsimony and Learning, 2024 | 3 | 2024 |
| BOSS: Bidirectional one-shot synthesis of adversarial examples IR Alkhouri, A Velasquez, G Atia 2022 IEEE International Workshop on Machine Learning for Signal Processing, 2022 | 3 | 2022 |
| Adversarial Attacks on Hierarchical Composite Classifiers VIA Convex Programming I Alkhouri, G Atia 2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020 | 3 | 2020 |
| Robust MRI Reconstruction by Smoothed Unrolling (SMUG) S Liang, VHM Nguyen, J Jia, I Alkhouri, S Liu, S Ravishankar arXiv preprint arXiv:2312.07784, 2023 | 2 | 2023 |
| A discriminative approach to unsupervised domain adaptation in coarse-to-fine classifiers IR Alkhouri, AS Awad, C Hatfield, GK Atia 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | 2 | 2023 |
| Imperceptible Attacks on Fault Detection and Diagnosis Systems in Smart Buildings IR Alkhouri, AS Awad, QZ Sun, GK Atia IEEE Transactions on Industrial Informatics 20 (2), 2167-2176, 2023 | 2 | 2023 |
George AtiaProfessor, University of Central FloridaAdresse e-mail validée de ucf.edu
