Ismail R. Alkhouri

21 papers A* 1B 2Misc 2Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
On the Dataless Training of Neural Networks.
AAAI
Alvaro Velasquez, Susmit Jha, Ismail R. Alkhouri
2025 J jnl
On the Dataless Training of Neural Networks.
CoRR
Alvaro Velasquez, Susmit Jha, Ismail R. Alkhouri
2025 J jnl
Robust MRI Reconstruction by Smoothed Unrolling (SMUG).
IEEE J. Sel. Top. Signal Process.
Shijun Liang, Van Hoang Minh Nguyen, Jinghan Jia, Ismail R. Alkhouri, Sijia Liu, Saiprasad Ravishankar
2025 J jnl
UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights.
CoRR
Shijun Liang, Ismail R. Alkhouri, Siddhant Gautam, Qing Qu, Saiprasad Ravishankar
2024 J jnl
Decoupled Data Consistency with Diffusion Purification for Image Restoration.
CoRR
Xiang Li, Soo Min Kwon, Ismail R. Alkhouri, Saiprasad Ravishankar, Qing Qu
2024 J jnl
Exploring the Predictive Capabilities of AlphaFold Using Adversarial Protein Sequences.
IEEE Trans. Artif. Intell.
Ismail R. Alkhouri, Sumit Kumar Jha, Andre Beckus, George K. Atia, Susmit Jha, Rickard Ewetz, Alvaro Velasquez
2024 J jnl
Imperceptible Attacks on Fault Detection and Diagnosis Systems in Smart Buildings.
IEEE Trans. Ind. Informatics
Ismail R. Alkhouri, Akram S. Awad, Qun Zhou Sun, George K. Atia
2024 J jnl
Structure-Preserving Network Compression Via Low-Rank Induced Training Through Linear Layers Composition.
CoRR
Xitong Zhang, Ismail R. Alkhouri, Rongrong Wang
2023 — conf
A Discriminative Approach To Unsupervised Domain Adaptation in Coarse-To-Fine Classifiers.
MLSP
Ismail R. Alkhouri, Akram S. Awad, Connor Hatfield, George K. Atia
2023 B conf
A Non-Targeted Attack Approach for the Coarse Misclassification Problem.
IJCNN
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
2022 J jnl
A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks.
CoRR
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
2022 — conf
A Differentiable Approach to the Maximum Independent Set Problem Using Graph-Based Neural Network Structures.
MLSP
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
2022 J jnl
A differentiable approach to the maximum independent set problem using dataless neural networks.
Neural Networks
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
2022 — conf
BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples.
MLSP
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
2022 — conf
On the Coarse Robustness of Classifiers.
IEEECONF
Ismail R. Alkhouri, Stanley Bak, Alvaro Velasquez, George K. Atia
2022 Misc conf
Synthesis of Adversarial Samples in Two-Stage Classifiers.
ICASSP
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
2022 — conf
The Minimum Value State Problem in Actor-Critic Networks.
MLSP
Alvaro Velasquez, Ismail R. Alkhouri, Brett Bissey, Lior Barak, George K. Atia
2021 Misc conf
Adversarial Attacks on Coarse-to-Fine Classifiers.
ICASSP
Ismail R. Alkhouri, George K. Atia
2021 — conf
Adversarial Attacks on Multi-Level Fault Detection and Diagnosis Systems.
MLSP
Akram S. Awad, Ismail R. Alkhouri, George K. Atia
2021 — conf
Adversarial Perturbation Attacks on Nested Dichotomies Classification Systems.
MLSP
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
2021 B conf
Targeted Attacks in Hierarchical Settings via Convex Programming.
IJCNN
Ismail R. Alkhouri, George K. Atia