Hoang-Quan Nguyen

22 papers A* 2Misc 1Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
OpenQlaw: An Agentic AI Assistant for Analysis of 2D Quantum Materials.
CoRR
Sankalp Pandey, Xuan-Bac Nguyen, Hoang-Quan Nguyen, Tim Faltermeier, Nicholas Borys, Hugh Churchill, Khoa Luu
2026 J jnl
QuPAINT: Physics-Aware Instruction Tuning Approach to Quantum Material Discovery.
CoRR
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Sankalp Pandey, Tim Faltermeier, Nicholas Borys, Hugh Churchill, Khoa Luu
2025 J jnl
Diffusion-inspired quantum noise mitigation in parameterized quantum circuits.
Quantum Mach. Intell.
Hoang-Quan Nguyen, Xuan-Bac Nguyen, Samuel Yen-Chi Chen, Hugh Churchill, Nicholas Borys, Samee U. Khan, Khoa Luu
2025 J jnl
Insect-Foundation: A Foundation Model and Large Multimodal Dataset for Vision-Language Insect Understanding.
CoRR
Thanh-Dat Truong, Hoang-Quan Nguyen, Xuan-Bac Nguyen, Ashley Dowling, Xin Li, Khoa Luu
2025 J jnl
Insect-Foundation: A Foundation Model and Large Multimodal Dataset for Vision-Language Insect Understanding.
Int. J. Comput. Vis.
Thanh-Dat Truong, Hoang-Quan Nguyen, Xuan-Bac Nguyen, Ashley Dowling, Xin Li, Khoa Luu
2025 J jnl
QMoE: A Quantum Mixture of Experts Framework for Scalable Quantum Neural Networks.
CoRR
Hoang-Quan Nguyen, Xuan-Bac Nguyen, Sankalp Pandey, Samee U. Khan, Ilya Safro, Khoa Luu
2025 J jnl
φ-Adapt: A Physics-Informed Adaptation Learning Approach to 2D Quantum Material Discovery.
CoRR
Hoang-Quan Nguyen, Xuan-Bac Nguyen, Sankalp Pandey, Tim Faltermeier, Nicholas Borys, Hugh Churchill, Khoa Luu
2024 J jnl
Deep artificial neural network-powered phase field model for predicting damage characteristic in brittle composite under varying configurations.
Mach. Learn. Sci. Technol.
Hoang-Quan Nguyen, Ba-Anh Le, Bao-Viet Tran, Thai-Son Vu, Thi-Loan Bui
2024 J jnl
Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits.
CoRR
Hoang-Quan Nguyen, Xuan-Bac Nguyen, Samuel Yen-Chi Chen, Hugh Churchill, Nicholas Borys, Samee U. Khan, Khoa Luu
2024 — conf
Hierarchical Quantum Control Gates for Functional MRI Understanding.
SiPS
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu
2024 J jnl
Hierarchical Quantum Control Gates for Functional MRI Understanding.
CoRR
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu
2024 A* conf
Insect-Foundation: A Foundation Model and Large-Scale 1M Dataset for Visual Insect Understanding.
CVPR
Hoang-Quan Nguyen, Thanh-Dat Truong, Xuan-Bac Nguyen, Ashley Dowling, Xin Li, Khoa Luu
2024 J jnl
Multi-view Action Recognition via Directed Gromov-Wasserstein Discrepancy.
CoRR
Hoang-Quan Nguyen, Thanh-Dat Truong, Khoa Luu
2024 Misc conf
QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering.
QCE
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Samuel Yen-Chi Chen, Samee U. Khan, Hugh Churchill, Khoa Luu
2024 J jnl
QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering.
CoRR
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Samuel Yen-Chi Chen, Samee U. Khan, Hugh Churchill, Khoa Luu
2024 J jnl
Quantum Visual Feature Encoding Revisited.
CoRR
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu
2024 J jnl
Quantum visual feature encoding revisited.
Quantum Mach. Intell.
Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu
2024 J jnl
Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding.
CoRR
Hoang-Quan Nguyen, Xuan-Bac Nguyen, Hugh Churchill, Arabinda Kumar Choudhary, Pawan Sinha, Samee U. Khan, Khoa Luu
2023 A* conf
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments.
NeurIPS
Thanh-Dat Truong, Hoang-Quan Nguyen, Bhiksha Raj, Khoa Luu
2023 J jnl
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments.
CoRR
Thanh-Dat Truong, Hoang-Quan Nguyen, Bhiksha Raj, Khoa Luu
2023 J jnl
Insect-Foundation: A Foundation Model and Large-scale 1M Dataset for Visual Insect Understanding.
CoRR
Hoang-Quan Nguyen, Thanh-Dat Truong, Xuan-Bac Nguyen, Ashley Dowling, Xin Li, Khoa Luu
2021 — conf
A Study of Word Presentation in Vietnamese Sentiment Analysis.
ICSSE
Hoang-Quan Nguyen, Ly Vu, Quang-Uy Nguyen