Muhammad Usman

According to our database, Muhammad Usman authored at least 24 papers between 2009 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Variational quantum machine learning with quantum error detection.

Eromanga Adermann, Hajime Suzuki, Muhammad Usman

Quantum Mach. Intell., June, 2026

GCAMPS: A Scalable Classical Simulator for Qudit Systems.

Ben Harper, Azar C. Nakhl, Thomas Quella, Martin Sevior, Muhammad Usman

Proceedings of the Supercomputing Asia and International Conference on High Performance Computing in Asia Pacific Region, 2026

2025

QFOR: A Fidelity-aware Orchestrator for Quantum Computing Environments using Deep Reinforcement Learning.

Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya

CoRR, August, 2025

Quantum generative learning for high-resolution medical image generation.

Amena Khatun, Kübra Yeter-Aydeniz, Yaakov S. Weinstein, Muhammad Usman

Mach. Learn. Sci. Technol., 2025

Architectural patterns for designing quantum artificial intelligence systems.

Mykhailo V. Klymenko, Thong Hoang, Xiwei Xu, Zhenchang Xing, Muhammad Usman, Qinghua Lu, Liming Zhu

J. Syst. Softw., 2025

Preparing High-Fidelity Magic States on IBM Quantum Processors.

Younghun Kim, Martin Sevior, Muhammad Usman

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

2024

iQuantum: A toolkit for modeling and simulation of quantum computing environments.

Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya

Softw. Pract. Exp., 2024

QFaaS: A Serverless Function-as-a-Service framework for Quantum computing.

Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya

Future Gener. Comput. Syst., 2024

Quantum Serverless Paradigm and Application Development using the QFaaS Framework.

Hoa T. Nguyen, Bui Binh An Pham, Muhammad Usman, Rajkumar Buyya

CoRR, 2024

Adversarial Robustness Guarantees for Quantum Classifiers.

Neil Dowling, Maxwell T. West, Angus Southwell, Azar C. Nakhl, Martin Sevior, Muhammad Usman, Kavan Modi

CoRR, 2024

QSimPy: A Learning-centric Simulation Framework for Quantum Cloud Resource Management.

Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya

CoRR, 2024

Quantum Cloud Computing: A Review, Open Problems, and Future Directions.

Hoa T. Nguyen, Prabhakar Krishnan, Dilip Krishnaswamy, Muhammad Usman, Rajkumar Buyya

CoRR, 2024

DRLQ: A Deep Reinforcement Learning-based Task Placement for Quantum Cloud Computing.

Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023

Reflection equivariant quantum neural networks for enhanced image classification.

Maxwell T. West, Martin Sevior, Muhammad Usman

Mach. Learn. Sci. Technol., September, 2023

A scalable and fast artificial neural network syndrome decoder for surface codes.

Spiro Gicev, Lloyd C. L. Hollenberg, Muhammad Usman

Quantum, July, 2023

Towards quantum enhanced adversarial robustness in machine learning.

Maxwell T. West, Shu Lok Tsang, Jia Shun Low, Charles D. Hill, Christopher Leckie, Lloyd C. L. Hollenberg, Sarah M. Erfani, Muhammad Usman

Nat. Mac. Intell., June, 2023

Radio Signal Classification by Adversarially Robust Quantum Machine Learning.

Yanqiu Wu, Eromanga Adermann, Chandra Thapa, Seyit Camtepe, Hajime Suzuki, Muhammad Usman

CoRR, 2023

iQuantum: A Case for Modeling and Simulation of Quantum Computing Environments.

Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya

Proceedings of the IEEE International Conference on Quantum Software, 2023

2022

Quantum computing: A taxonomy, systematic review and future directions.

Sukhpal Singh Gill, Adarsh Kumar, Harvinder Singh, Manmeet Singh, Kamalpreet Kaur, Muhammad Usman, Rajkumar Buyya

Softw. Pract. Exp., 2022

Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation.

Shu Lok Tsang, Maxwell T. West, Sarah M. Erfani, Muhammad Usman

CoRR, 2022

Benchmarking Adversarially Robust Quantum Machine Learning at Scale.

Maxwell T. West, Sarah M. Erfani, Christopher Leckie, Martin Sevior, Lloyd C. L. Hollenberg, Muhammad Usman

CoRR, 2022

Automated Quantum Circuit Design with Nested Monte Carlo Tree Search.

Peiyong Wang, Muhammad Usman, Udaya Parampalli, Lloyd C. L. Hollenberg, Casey R. Myers

CoRR, 2022

Performance analysis of coreset selection for quantum implementation of K-Means clustering algorithm.

Fanzhe Qu, Sarah M. Erfani, Muhammad Usman

CoRR, 2022

2009

Multimillion Atom Simulations with Nemo3D.

Shaikh S. Ahmed, Neerav Kharche, Rajib Rahman, Muhammad Usman, Sunhee Lee, Hoon Ryu, Hansang Bae, Steven M. Clark, Benjamin Haley, Maxim Naumov, Faisal Saied, Marek Korkusinski, Rick Kennell, Michael McLennan, Timothy B. Boykin, Gerhard Klimeck

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009