Hoang M. Ngo

11 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
CHARME: A Chain-based Reinforcement Learning Approach for the Minor Embedding Problem.
ACM Trans. Quantum Comput.
Hoang M. Ngo, Nguyen Do, Minh N. Vu, Tre' R. Jeter, Tamer Kahveci, My T. Thai
2026 J jnl
FIDDLE: Reinforcement Learning for Quantum Fidelity Enhancement.
ACM Trans. Quantum Comput.
Hoang M. Ngo, Tamer Kahveci, My T. Thai
2026 J jnl
Guaranteeing Privacy in Hybrid Quantum Learning through Theoretical Mechanisms.
CoRR
Hoang M. Ngo, Tre' R. Jeter, Incheol Shin, Wanli Xing, Tamer Kahveci, My T. Thai
2026 J jnl
Leveraging Soft Prompts for Privacy Attacks in Federated Prompt Tuning.
CoRR
Quan Minh Nguyen, Min-Seon Kim, Hoang M. Ngo, Trong Nghia Hoang, Hyuk-Yoon Kwon, My T. Thai
2026 J jnl
Q-ShiftDP: A Differentially Private Parameter-Shift Rule for Quantum Machine Learning.
CoRR
Hoang M. Ngo, Nhat Hoang-Xuan, Quan Nguyen, Nguyen Do, Incheol Shin, My T. Thai
2026 J jnl
QUPID: A Partitioned Quantum Neural Network for Anomaly Detection in Smart Grid.
CoRR
Hoang M. Ngo, Tre' R. Jeter, Jung Taek Seo, My T. Thai
2025 J jnl
FIDDLE: Reinforcement Learning for Quantum Fidelity Enhancement.
CoRR
Hoang M. Ngo, Tamer Kahveci, My T. Thai
2024 J jnl
CHARME: A chain-based reinforcement learning approach for the minor embedding problem.
CoRR
Hoang M. Ngo, Nguyen Hoang Khoi Do, Minh N. Vu, Tamer Kahveci, My T. Thai
2024 — conf
Detecting Anomaly in Smart Homes Based on Mahalanobis Distance.
ICC
Hoang M. Ngo, Do H. Ha, Quan D. Pham, Thinh V. Le, Son H. Nguyen
2023 — conf
ATOM: An Efficient Topology Adaptive Algorithm for Minor Embedding in Quantum Computing.
ICC
Hoang M. Ngo, Tamer Kahveci, My T. Thai
2023 J jnl
QOMIC: Quantum optimization for motif identification.
CoRR
Hoang M. Ngo, Tamim Khatib, My T. Thai, Tamer Kahveci