Muhammad Usman

30 papers B 1Journal 26Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
GCAMPS: A Scalable Classical Simulator for Qudit Systems.
SCA/HPC Asia
Ben Harper, Azar C. Nakhl, Thomas Quella, Martin Sevior, Muhammad Usman
2026 J jnl
Variational quantum machine learning with quantum error detection.
Quantum Mach. Intell.
Eromanga Adermann, Hajime Suzuki, Muhammad Usman
2025 J jnl
Architectural patterns for designing quantum artificial intelligence systems.
J. Syst. Softw.
Mykhailo V. Klymenko, Thong Hoang, Xiwei Xu, Zhenchang Xing, Muhammad Usman, Qinghua Lu, Liming Zhu
2025 J jnl
QFOR: A Fidelity-aware Orchestrator for Quantum Computing Environments using Deep Reinforcement Learning.
CoRR
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
2025 J jnl
Quantum generative learning for high-resolution medical image generation.
Mach. Learn. Sci. Technol.
Amena Khatun, Kübra Yeter-Aydeniz, Yaakov S. Weinstein, Muhammad Usman
2024 J jnl
Adversarial Robustness Guarantees for Quantum Classifiers.
CoRR
Neil Dowling, Maxwell T. West, Angus Southwell, Azar C. Nakhl, Martin Sevior, Muhammad Usman, Kavan Modi
2024 J jnl
Architectural Patterns for Designing Quantum Artificial Intelligence Systems.
CoRR
Mykhailo V. Klymenko, Thong Hoang, Xiwei Xu, Zhenchang Xing, Muhammad Usman, Qinghua Lu, Liming Zhu
2024 B conf
DRLQ: A Deep Reinforcement Learning-based Task Placement for Quantum Cloud Computing.
CLOUD
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
2024 J jnl
DRLQ: A Deep Reinforcement Learning-based Task Placement for Quantum Cloud Computing.
CoRR
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
2024 J jnl
QFaaS: A Serverless Function-as-a-Service framework for Quantum computing.
Future Gener. Comput. Syst.
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
2024 J jnl
QSimPy: A Learning-centric Simulation Framework for Quantum Cloud Resource Management.
CoRR
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
2024 J jnl
Quantum Cloud Computing: A Review, Open Problems, and Future Directions.
CoRR
Hoa T. Nguyen, Prabhakar Krishnan, Dilip Krishnaswamy, Muhammad Usman, Rajkumar Buyya
2024 J jnl
Quantum Serverless Paradigm and Application Development using the QFaaS Framework.
CoRR
Hoa T. Nguyen, Bui Binh An Pham, Muhammad Usman, Rajkumar Buyya
2024 J jnl
iQuantum: A toolkit for modeling and simulation of quantum computing environments.
Softw. Pract. Exp.
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
2023 J jnl
A scalable and fast artificial neural network syndrome decoder for surface codes.
Quantum
Spiro Gicev, Lloyd C. L. Hollenberg, Muhammad Usman
2023 J jnl
Radio Signal Classification by Adversarially Robust Quantum Machine Learning.
CoRR
Yanqiu Wu, Eromanga Adermann, Chandra Thapa, Seyit Camtepe, Hajime Suzuki, Muhammad Usman
2023 J jnl
Reflection equivariant quantum neural networks for enhanced image classification.
Mach. Learn. Sci. Technol.
Maxwell T. West, Martin Sevior, Muhammad Usman
2023 J jnl
Towards quantum enhanced adversarial robustness in machine learning.
CoRR
Maxwell T. West, Shu Lok Tsang, Jia Shun Low, Charles D. Hill, Christopher Leckie, Lloyd C. L. Hollenberg, Sarah M. Erfani, Muhammad Usman
2023 J jnl
Towards quantum enhanced adversarial robustness in machine learning.
Nat. Mac. Intell.
Maxwell T. West, Shu Lok Tsang, Jia Shun Low, Charles D. Hill, Christopher Leckie, Lloyd C. L. Hollenberg, Sarah M. Erfani, Muhammad Usman
2023 — conf
iQuantum: A Case for Modeling and Simulation of Quantum Computing Environments.
QSW
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
2023 J jnl
iQuantum: A Case for Modeling and Simulation of Quantum Computing Environments.
CoRR
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
2022 J jnl
Automated Quantum Circuit Design with Nested Monte Carlo Tree Search.
CoRR
Peiyong Wang, Muhammad Usman, Udaya Parampalli, Lloyd C. L. Hollenberg, Casey R. Myers
2022 J jnl
Benchmarking Adversarially Robust Quantum Machine Learning at Scale.
CoRR
Maxwell T. West, Sarah M. Erfani, Christopher Leckie, Martin Sevior, Lloyd C. L. Hollenberg, Muhammad Usman
2022 J jnl
Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation.
CoRR
Shu Lok Tsang, Maxwell T. West, Sarah M. Erfani, Muhammad Usman
2022 J jnl
Performance analysis of coreset selection for quantum implementation of K-Means clustering algorithm.
CoRR
Fanzhe Qu, Sarah M. Erfani, Muhammad Usman
2022 J jnl
QFaaS: A Serverless Function-as-a-Service Framework for Quantum Computing.
CoRR
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
2022 J jnl
Quantum computing: A taxonomy, systematic review and future directions.
Softw. Pract. Exp.
Sukhpal Singh Gill, Adarsh Kumar, Harvinder Singh, Manmeet Singh, Kamalpreet Kaur, Muhammad Usman, Rajkumar Buyya
2021 J jnl
A scalable and fast artificial neural network syndrome decoder for surface codes.
CoRR
Spiro Gicev, Lloyd C. L. Hollenberg, Muhammad Usman
2020 J jnl
Quantum Computing: A Taxonomy, Systematic Review and Future Directions.
CoRR
Sukhpal Singh Gill, Adarsh Kumar, Harvinder Singh, Manmeet Singh, Kamalpreet Kaur, Muhammad Usman, Rajkumar Buyya
2009 — ch.
Multimillion Atom Simulations with Nemo3D.
Encyclopedia of Complexity and Systems Science
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