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ORCIDMuhammad Usman 0009
Person information
- affiliation: University of Melbourne, Parkville, Victoria, Australia
- affiliation (former): Purdue University, West Lafayette, IN, USA
Other persons with the same name
- Muhammad Usman (aka: Usman Muhammad) — disambiguation page
- Muhammad Usman 0001
![[0000-0002-2528-464X]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-2528-464X")
— University of South Wales, UK (and 2 more) - Muhammad Usman 0002 — Blekinge Institute of Technology, Karlskrona, Sweden (and 1 more)
- Muhammad Usman 0003 — Glasgow Caledonian University, School of Computing, Engineering and Built Environment, Glasgow, UK (and 3 more)
- Muhammad Usman 0004 — University Hasselt, Diepenbeek, Belgium
- Muhammad Usman 0005 — Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Islamabad, Pakistan
- Muhammad Usman 0008 — University of Dayton, Department of Mathematics, OH, USA (and 1 more)
- Muhammad Usman 0010 — York University, Toronto, Ontario, Canada
- Muhammad Usman 0011 (aka: Muhammad Usman Asad) — University of Ulsan, South Korea (and 1 more)
- Muhammad Usman 0012 — Gwangju Institute of Science & Technology, Korea
- Muhammad Usman 0013 — FAST - National University of Computer & Emerging Sciences, Islamabad, Pakistan
- Muhammad Usman 0014 — King's College London, Division of Imaging Sciences and Biomedical Engineering, UK
- Muhammad Usman 0015 — University of South Wales, Engineering and Science, UK (and 2 more)
- Muhammad Usman 0016 — Julius Maximillian's University Wuerzburg, Institute for Geography and Geology, Germany (and 2 more)
- Muhammad Usman 0017 — University College Dublin, Ireland (and 2 more)
- Muhammad Usman 0018 — Quaid-i-Azam University, Faculty of Natural Sciences, Department of Computer Sciences, Islamabad, Pakistan
- Muhammad Usman 0019 — Hanyang University ERICA Campus, Department of Mechatronics Engineering, Ansan, South Korea (and 1 more)
- Muhammad Usman 0020 — Ghulam Ishaq Khan Institute of Engineering Sciences and Technology, Topi, Pakistan (and 1 more)
- Muhammad Usman 0021 — Peking University, College of Engineering, BIC-ESAT, Beijing, China (and 1 more)
- Muhammad Usman 0022 — University of Engineering and Technology Taxila, Sub-Campus Chakwal, Department of Electronics Engineering, Pakistan
- Muhammad Usman 0023 — University of Padova, Department of Industrial Engineering, Italy
- Muhammad Usman 0024 — University of Texas at Austin, TX, USA
- Muhammad Usman 0025 — University of the Punjab, Centre for Geographical Information System, Lahore, Pakistan
- Muhammad Usman 0026 — COMSATS University Islamabad (CUI), Pakistan
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Journal Articles
- 2024
[j6]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
QFaaS: A Serverless Function-as-a-Service framework for Quantum computing. Future Gener. Comput. Syst. 154: 281-300 (2024)- [j5]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
iQuantum: A toolkit for modeling and simulation of quantum computing environments. Softw. Pract. Exp. 54(6): 1141-1171 (2024) - 2023
- [j4]Maxwell T. West, Martin Sevior, Muhammad Usman:
Reflection equivariant quantum neural networks for enhanced image classification. Mach. Learn. Sci. Technol. 4(3): 35027 (2023) - [j3]Maxwell T. West, Shu Lok Tsang, Jia Shun Low, Charles D. Hill, Christopher Leckie, Lloyd C. L. Hollenberg, Sarah M. Erfani, Muhammad Usman:
Towards quantum enhanced adversarial robustness in machine learning. Nat. Mac. Intell. 5(6): 581-589 (2023) - [j2]Spiro Gicev, Lloyd C. L. Hollenberg, Muhammad Usman:
A scalable and fast artificial neural network syndrome decoder for surface codes. Quantum 7: 1058 (2023) - 2022
- [j1]Sukhpal Singh Gill, Adarsh Kumar, Harvinder Singh, Manmeet Singh, Kamalpreet Kaur, Muhammad Usman, Rajkumar Buyya:
Quantum computing: A taxonomy, systematic review and future directions. Softw. Pract. Exp. 52(1): 66-114 (2022)
Conference and Workshop Papers
- 2024
- [c2]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
DRLQ: A Deep Reinforcement Learning-based Task Placement for Quantum Cloud Computing. CLOUD 2024: 475-481 - 2023
- [c1]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
iQuantum: A Case for Modeling and Simulation of Quantum Computing Environments. QSW 2023: 21-30
Reference Works
- 2009
- [r1]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:
Multimillion Atom Simulations with Nemo3D. Encyclopedia of Complexity and Systems Science 2009: 5745-5783
Informal and Other Publications
- 2024
- [i14]Hoa T. Nguyen, Prabhakar Krishnan, Dilip Krishnaswamy, Muhammad Usman, Rajkumar Buyya:
Quantum Cloud Computing: A Review, Open Problems, and Future Directions. CoRR abs/2404.11420 (2024) - [i13]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
QSimPy: A Learning-centric Simulation Framework for Quantum Cloud Resource Management. CoRR abs/2405.01021 (2024) - [i12]Neil Dowling, Maxwell T. West, Angus Southwell, Azar C. Nakhl, Martin Sevior, Muhammad Usman, Kavan Modi:
Adversarial Robustness Guarantees for Quantum Classifiers. CoRR abs/2405.10360 (2024) - [i11]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
DRLQ: A Deep Reinforcement Learning-based Task Placement for Quantum Cloud Computing. CoRR abs/2407.02748 (2024) - [i10]Hoa T. Nguyen, Bui Binh An Pham, Muhammad Usman, Rajkumar Buyya:
Quantum Serverless Paradigm and Application Development using the QFaaS Framework. CoRR abs/2407.02828 (2024) - 2023
- [i9]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
iQuantum: A Case for Modeling and Simulation of Quantum Computing Environments. CoRR abs/2303.15729 (2023) - [i8]Maxwell T. West, Shu Lok Tsang, Jia Shun Low, Charles D. Hill, Christopher Leckie, Lloyd C. L. Hollenberg, Sarah M. Erfani, Muhammad Usman:
Towards quantum enhanced adversarial robustness in machine learning. CoRR abs/2306.12688 (2023) - 2022
- [i7]Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya:
QFaaS: A Serverless Function-as-a-Service Framework for Quantum Computing. CoRR abs/2205.14845 (2022) - [i6]Fanzhe Qu, Sarah M. Erfani, Muhammad Usman:
Performance analysis of coreset selection for quantum implementation of K-Means clustering algorithm. CoRR abs/2206.07852 (2022) - [i5]Peiyong Wang, Muhammad Usman, Udaya Parampalli, Lloyd C. L. Hollenberg, Casey R. Myers:
Automated Quantum Circuit Design with Nested Monte Carlo Tree Search. CoRR abs/2207.00132 (2022) - [i4]Maxwell T. West, Sarah M. Erfani, Christopher Leckie, Martin Sevior, Lloyd C. L. Hollenberg, Muhammad Usman:
Benchmarking Adversarially Robust Quantum Machine Learning at Scale. CoRR abs/2211.12681 (2022) - [i3]Shu Lok Tsang, Maxwell T. West, Sarah M. Erfani, Muhammad Usman:
Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation. CoRR abs/2212.11614 (2022) - 2021
- [i2]Spiro Gicev, Lloyd C. L. Hollenberg, Muhammad Usman:
A scalable and fast artificial neural network syndrome decoder for surface codes. CoRR abs/2110.05854 (2021) - 2020
- [i1]Sukhpal Singh Gill, Adarsh Kumar, Harvinder Singh, Manmeet Singh, Kamalpreet Kaur, Muhammad Usman, Rajkumar Buyya:
Quantum Computing: A Taxonomy, Systematic Review and Future Directions. CoRR abs/2010.15559 (2020)
Coauthor Index
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