A/Prof M Usman
Associate Professor in Quantum Computing
School of Physics
122 Scholarly works
4 Projects
HIGHLIGHTS
2026
Journal article
Adversarial robustness guarantees for quantum classifiers
DOI: 10.1038/s41534-025-01129-32026
Journal article
Magic state injection on IBM quantum processors above the distillation threshold
DOI: 10.1038/s41598-026-40381-12026
Journal article
Variational quantum machine learning with quantum error detection
DOI: 10.1007/s42484-026-00347-y2026
Journal article
QFOR: A Fidelity-aware Orchestrator for Quantum Computing Environments using Deep Reinforcement Learning
DOI: 10.1145/37998982024
Research contracts (non-grants)
Crosstalk Attacks and Mitigation in Quantum Computing
2023
Research contracts (non-grants)
Quantum Compiler Development With Error Correction
2022
Research Contracts
Quantum Technology Challenge 2022
RECENT SCHOLARLY WORKS
2026
Journal article
Almost fault-tolerant quantum machine learning with drastic overhead reduction
DOI: 10.1088/2058-9565/ae21572026
Conference Proceedings
GCAMPS: A Scalable Classical Simulator for Qudit Systems
DOI: 10.1145/3773656.37736892026
Book Chapter
Adversarially Robust Quantum Transfer Learning
DOI: 10.1007/978-3-032-11153-1_122026
Book Chapter
Adversarial Robustness Guarantees for Quantum Classifiers
DOI: 10.1007/978-3-032-11153-1_72026
Book Chapter
Geometric Quantum Machine Learning
DOI: 10.1007/978-3-032-11153-1_142026
Book Chapter
Efficient State Preparation for Quantum Machine Learning
DOI: 10.1007/978-3-032-11153-1_13
RECENT PROJECTS
2020
Research Contracts
Army Quantum Technologies Exploration: Hybrid HPC-quantum Computing for Last-Mile Resupply Optimisation