Xuan-Bac Nguyen

According to our database, Xuan-Bac Nguyen authored at least 31 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

OpenQlaw: An Agentic AI Assistant for Analysis of 2D Quantum Materials.

Sankalp Pandey, Xuan-Bac Nguyen, Hoang-Quan Nguyen, Tim Faltermeier, Nicholas Borys, Hugh Churchill, Khoa Luu

CoRR, March, 2026

BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning.

Xuan-Bac Nguyen, Hojin Jang, Xin Li, Samee U. Khan, Pawan Sinha, Khoa Luu

IEEE Trans. Pattern Anal. Mach. Intell., February, 2026

QuPAINT: Physics-Aware Instruction Tuning Approach to Quantum Material Discovery.

Xuan-Bac Nguyen, Hoang-Quan Nguyen, Sankalp Pandey, Tim Faltermeier, Nicholas Borys, Hugh Churchill, Khoa Luu

CoRR, February, 2026

COBRA: A Continual Learning Approach to Vision-Brain Understanding.

Xuan-Bac Nguyen, Manuel Serna-Aguilera, Arabinda Kumar Choudhary, Pawan Sinha, Xin Li, Khoa Luu

Int. J. Comput. Vis., January, 2026

2025

Insect-Foundation: A Foundation Model and Large Multimodal Dataset for Vision-Language Insect Understanding.

Thanh-Dat Truong, Hoang-Quan Nguyen, Xuan-Bac Nguyen, Ashley Dowling, Xin Li, Khoa Luu

Int. J. Comput. Vis., October, 2025

BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding.

Xuan-Bac Nguyen, Thanh-Dat Truong, Pawan Sinha, Khoa Luu

CoRR, August, 2025

CLIFF: Continual Learning for Incremental Flake Features in 2D Material Identification.

Sankalp Pandey, Xuan-Bac Nguyen, Nicholas Borys, Hugh Churchill, Khoa Luu

CoRR, August, 2025

φ-Adapt: A Physics-Informed Adaptation Learning Approach to 2D Quantum Material Discovery.

Hoang-Quan Nguyen, Xuan-Bac Nguyen, Sankalp Pandey, Tim Faltermeier, Nicholas Borys, Hugh Churchill, Khoa Luu

CoRR, July, 2025

Diffusion-inspired quantum noise mitigation in parameterized quantum circuits.

Hoang-Quan Nguyen, Xuan-Bac Nguyen, Samuel Yen-Chi Chen, Hugh Churchill, Nicholas Borys, Samee U. Khan, Khoa Luu

Quantum Mach. Intell., June, 2025

Brainformer: Mimic human visual brain functions to machine vision models via fMRI.

Xuan-Bac Nguyen, Xin Li, Pawan Sinha, Samee U. Khan, Khoa Luu

Neurocomputing, 2025

QMoE: A Quantum Mixture of Experts Framework for Scalable Quantum Neural Networks.

Hoang-Quan Nguyen, Xuan-Bac Nguyen, Sankalp Pandey, Samee U. Khan, Ilya Safro, Khoa Luu

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

2024

Quantum visual feature encoding revisited.

Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu

Quantum Mach. Intell., December, 2024

COBRA: A Continual Learning Approach to Vision-Brain Understanding.

Xuan-Bac Nguyen, Arabinda Kumar Choudhary, Pawan Sinha, Xi Li, Khoa Luu

CoRR, 2024

Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding.

Hoang-Quan Nguyen, Xuan-Bac Nguyen, Hugh Churchill, Arabinda Kumar Choudhary, Pawan Sinha, Samee U. Khan, Khoa Luu

CoRR, 2024

A Novel Dataset for Video-Based Autism Classification Leveraging Extra-Stimulatory Behavior.

Manuel Serna-Aguilera, Xuan-Bac Nguyen, Han-Seok Seo, Khoa Luu

CoRR, 2024

Video-Based Autism Detection with Deep Learning.

Manuel Serna-Aguilera, Xuan-Bac Nguyen, Asmita Singh, Lydia Rockers, Se-Woong Park, Leslie Neely, Han-Seok Seo, Khoa Luu

CoRR, 2024

Two-Dimensional Quantum Material Identification via Self-Attention and Soft-Labeling in Deep Learning.

Xuan-Bac Nguyen, Apoorva Bisht, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan

IEEE Access, 2024

Hierarchical Quantum Control Gates for Functional MRI Understanding.

Xuan-Bac Nguyen, Hoang-Quan Nguyen, Hugh Churchill, Samee U. Khan, Khoa Luu

Proceedings of the IEEE Workshop on Signal Processing Systemsm, 2024

QClusformer: A Quantum Transformer-based Framework for Unsupervised Visual Clustering.

Xuan-Bac Nguyen, Hoang-Quan Nguyen, Samuel Yen-Chi Chen, Samee U. Khan, Hugh Churchill, Khoa Luu

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Insect-Foundation: A Foundation Model and Large-Scale 1M Dataset for Visual Insect Understanding.

Hoang-Quan Nguyen, Thanh-Dat Truong, Xuan-Bac Nguyen, Ashley Dowling, Xin Li, Khoa Luu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Brainformer: Modeling MRI Brain Functions to Machine Vision.

Xuan-Bac Nguyen, Xin Li, Samee U. Khan, Khoa Luu

CoRR, 2023

Quantum Vision Clustering.

Xuan-Bac Nguyen, Benjamin Thompson, Hugh Churchill, Khoa Luu, Samee U. Khan

CoRR, 2023

The Algonauts Project 2023 Challenge: UARK-UAlbany Team Solution.

Xuan-Bac Nguyen, Xudong Liu, Xin Li, Khoa Luu

CoRR, 2023

Fairness in Visual Clustering: A Novel Transformer Clustering Approach.

Xuan-Bac Nguyen, Chi Nhan Duong, Marios Savvides, Kaushik Roy, Khoa Luu

CoRR, 2023

Micron-BERT: BERT-Based Facial Micro-Expression Recognition.

Xuan-Bac Nguyen, Chi Nhan Duong, Xin Li, Susan Gauch, Han-Seok Seo, Khoa Luu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Two-Dimensional Quantum Material Identification via Self-Attention and Soft-labeling in Deep Learning.

Xuan-Bac Nguyen, Apoorva Bisht, Hugh Churchill, Khoa Luu

CoRR, 2022

OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation.

Thanh-Dat Truong, Ravi Teja N. V. S. Chappa, Xuan-Bac Nguyen, Ngan Le, Ashley P. G. Dowling, Khoa Luu

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles.

Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Ngan Le, Xuan-Bac Nguyen, Khoa Luu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Clusformer: A Transformer Based Clustering Approach to Unsupervised Large-Scale Face and Visual Landmark Recognition.

Xuan-Bac Nguyen, Duc Toan Bui, Chi Nhan Duong, Tien D. Bui, Khoa Luu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis.

Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung Jeong Yang

IEEE Access, 2020

2019

Audio-Video Based Emotion Recognition Using Minimum Cost Flow Algorithm.

Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019