Xuan-Bac Nguyen

41 papers A* 3B 1Misc 1Journal 33Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Xuan-Bac Nguyen, Hojin Jang, Xin Li, Samee U. Khan, Pawan Sinha, Khoa Luu
2026 J jnl
COBRA: A Continual Learning Approach to Vision-Brain Understanding.
Int. J. Comput. Vis.
Xuan-Bac Nguyen, Manuel Serna-Aguilera, Arabinda Kumar Choudhary, Pawan Sinha, Xin Li, Khoa Luu
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
BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding.
CoRR
Xuan-Bac Nguyen, Thanh-Dat Truong, Pawan Sinha, Khoa Luu
2025 J jnl
Brainformer: Mimic human visual brain functions to machine vision models via fMRI.
Neurocomputing
Xuan-Bac Nguyen, Xin Li, Pawan Sinha, Samee U. Khan, Khoa Luu
2025 J jnl
CLIFF: Continual Learning for Incremental Flake Features in 2D Material Identification.
CoRR
Sankalp Pandey, Xuan-Bac Nguyen, 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
A Novel Dataset for Video-Based Autism Classification Leveraging Extra-Stimulatory Behavior.
CoRR
Manuel Serna-Aguilera, Xuan-Bac Nguyen, Han-Seok Seo, Khoa Luu
2024 J jnl
BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning.
CoRR
Xuan-Bac Nguyen, Hojin Jang, Xin Li, Samee U. Khan, Pawan Sinha, Khoa Luu
2024 J jnl
COBRA: A Continual Learning Approach to Vision-Brain Understanding.
CoRR
Xuan-Bac Nguyen, Arabinda Kumar Choudhary, Pawan Sinha, Xi Li, Khoa Luu
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 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
2024 J jnl
Two-Dimensional Quantum Material Identification via Self-Attention and Soft-Labeling in Deep Learning.
IEEE Access
Xuan-Bac Nguyen, Apoorva Bisht, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan
2024 J jnl
Video-Based Autism Detection with Deep Learning.
CoRR
Manuel Serna-Aguilera, Xuan-Bac Nguyen, Asmita Singh, Lydia Rockers, Se-Woong Park, Leslie Neely, Han-Seok Seo, Khoa Luu
2023 J jnl
Brainformer: Modeling MRI Brain Functions to Machine Vision.
CoRR
Xuan-Bac Nguyen, Xin Li, Samee U. Khan, Khoa Luu
2023 J jnl
Fairness in Visual Clustering: A Novel Transformer Clustering Approach.
CoRR
Xuan-Bac Nguyen, Chi Nhan Duong, Marios Savvides, Kaushik Roy, 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
2023 A* conf
Micron-BERT: BERT-Based Facial Micro-Expression Recognition.
CVPR
Xuan-Bac Nguyen, Chi Nhan Duong, Xin Li, Susan Gauch, Han-Seok Seo, Khoa Luu
2023 J jnl
Micron-BERT: BERT-based Facial Micro-Expression Recognition.
CoRR
Xuan-Bac Nguyen, Chi Nhan Duong, Xin Li, Susan Gauch, Han-Seok Seo, Khoa Luu
2023 J jnl
Quantum Vision Clustering.
CoRR
Xuan-Bac Nguyen, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan
2023 J jnl
The Algonauts Project 2023 Challenge: UARK-UAlbany Team Solution.
CoRR
Xuan-Bac Nguyen, Xudong Liu, Xin Li, Khoa Luu
2022 — conf
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles.
CVPR Workshops
Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Ngan Le, Xuan-Bac Nguyen, Khoa Luu
2022 J jnl
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles.
CoRR
Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Ngan Le, Xuan-Bac Nguyen, Khoa Luu
2022 B conf
OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation.
ICPR
Thanh-Dat Truong, Ravi Teja N. V. S. Chappa, Xuan-Bac Nguyen, Ngan Le, Ashley P. G. Dowling, Khoa Luu
2022 J jnl
OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation.
CoRR
Thanh-Dat Truong, Naga Venkata Sai Raviteja Chappa, Xuan-Bac Nguyen, Ngan Le, Ashley Dowling, Khoa Luu
2022 J jnl
Two-Dimensional Quantum Material Identification via Self-Attention and Soft-labeling in Deep Learning.
CoRR
Xuan-Bac Nguyen, Apoorva Bisht, Hugh Churchill, Khoa Luu
2021 A* conf
Clusformer: A Transformer Based Clustering Approach to Unsupervised Large-Scale Face and Visual Landmark Recognition.
CVPR
Xuan-Bac Nguyen, Duc Toan Bui, Chi Nhan Duong, Tien D. Bui, Khoa Luu
2020 J jnl
Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis.
IEEE Access
Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung Jeong Yang
2019 — conf
Audio-Video Based Emotion Recognition Using Minimum Cost Flow Algorithm.
ICCV Workshops
Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang