Publications

Our research publications in top-tier conferences and journals.

2025

A Training-Free Mixture-of-Agents Framework for Multi-Document Summarization using LLMs and Knowledge Graphs

T.-C. Vuong, M. X. Trang, N. T. Cuong, V.-D. Ngo, T. V. Luong
Neural Computing and Applications
2025
DOI Project

Temporal Variational Autoencoder Model for In-hospital Clinical Emergency Prediction

T.-N. Nguyen, S.-H. Kim, B.-G. Kho, N.-T. Do, N.K. Iyortsuun, G.-S. Lee, H.-J. Yang, et al.
Biomedical Signal Processing and Control
2025
DOI Project

2024

BERT-VBD: Vietnamese Multi-Document Summarization Framework

T.-C. Vuong, M. X. Trang, T. V. Luong
CITA 2024
2024
DOI Project

Effective Intrusion Detection for UAV Communications using Autoencoder-based Feature Extraction and Machine Learning Approach

T.-C. Vuong, C. C. Nguyen, V.-C. Pham, T.-T.-H. Le, X.-N. Tran, T. V. Luong
NOLTA2024
2024
DOI Project

Robust data augmentation and ensemble method for object detection in fisheye camera images

H. V. Duong, Q. D. Nguyen, T. V. Luong, H. Vu, and C. T. Nguyen
CVPR Workshop
2024
DOI Project

HPE-Li: WiFi-enabled Lightweight Dual Selective Kernel Convolution for Human Pose Estimation

T. Gian, V.-D. Nguyen and T. V. Luong
ECCV
2024
DOI Project

Motorcyclist helmet violation detection framework by leveraging robust ensemble and augmentation methods

T. V. Luong, P. S. N. Huu, K. D. Dinh, H. V. Duong, S. D. H. Vo, H. Vu, H. M. Tuan, and C. T. Nguyen
CVPR Workshop
2024
DOI Project

Paper/GO/e-Au flexible SERS sensors for in situ detection of tricyclazole in orange juice and on cucumber skin at the sub-ppb level: machine learning-assisted data analysis

H. A. Nguyen, Q. D. Mai, D. T. N. Nga, M. K. Pham, Q. K. Nguyen, T. H. Do, V. T. Luong, V. D. Lam and A.-T. Le
Nanoscale Advances
2024
DOI Project

Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in-Intensive Care Unit

T.-N. Nguyen, H.-J. Yang, B.-G. Kho, S.-R. Kang, and S.-H. Kim, et al.
IEEE Access
2024
DOI Project

Multi-Gradient Siamese Temporal Model for the Prediction of Clinical Events in Rapid Response Systems

T.-N. Nguyen, S.-H. Kim, B.-G. Kho, H.-J. Yang, et al.
IEEE Intelligent Systems
2024
DOI Project

2023

On the scalability of data augmentation techniques for low-resource machine translation between Chinese and Vietnamese

H. Vu, D. N. Bui
Journal of Information and Telecommunication
2023
DOI

The VNPT-IT emotion transplantation approach for VLSP 2022

V. T. Nguyen, T. L. Luong, H. Vu
Journal of Computer Science and Cybernetics
2023
DOI Project

Machine Learning-Based Intrusion Detection: Feature Selection versus Feature Extraction

V.-D. Ngo, T.-C. Vuong, H. Tran, and T. V. Luong
Cluster Computing
2023
DOI Project

Ứng dụng mô hình hồi quy và mạng nơ ron nhân tạo dự báo số liệu quan trắc thấm ở thân và nền đập

T. D. Quan, N. T. K. Nguyen, H. S. Tam, T. Q. Chieu
Tạp chí Khoa học Kỹ thuật Thủy lợi và Môi trường
2023
DOI Project

Ensemble Spatial and Temporal Vision Transformer for Action Units Detection

N. T. Vu, T.-N. Nguyen, V.-T. Huynh, S.-H. Kim, et al.
CVPR 2023 Workshop
2023
DOI Project

2022

A Comparison of Feature Selection and Feature Extraction in Network Intrusion Detection Systems

T.-C. Vuong, H. Tran, M. X. Trang, N. V.-D., T. V. Luong
APSIPA ASC
2022
DOI Project

Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink

T. V. Luong, N. Shlezinger, C. Xu, T. M. Hoang, Y. C. Eldar, and L. Hanzo
IEEE Trans. Veh. Technol.
2022
DOI Project

Deep Learning-Aided Optical IM/DD OFDM Approaches the Throughput of RF-OFDM

T. V. Luong, X. Zhang, L. Xiang, T. M. Hoang, C. Xu, P. Petropoulos, and L. Hanzo
IEEE J. Sel. Areas Commun.
2022
DOI Project

Stress analysis based on feature late fusion strategy

Eun-Bin Choi, Hong-Hai Nguyen, Trong-Nghia Nguyen, Soo-Hyung Kim, et al.
Proc. Int. Conf. Smart Media and Applications (SMA2022)
2022

2020

Decentralised Multi-Intersection Congestion Control for Connected Autonomous Vehicles

H. Vu, S. Aknine, S. D. Ramchurn, A. Farinelli
EUMAS
2020
DOI Project

2013

Closed and noise-tolerant patterns in n-ary relations

L. Cerf, J. Besson, K.-N. T. Nguyen, J.-F. Boulicaut
Data Mining and Knowledge Discovery
2013
DOI Project

Discovering Descriptive Rules in Relational Dynamic Graphs

K.-N. T. Nguyen, L. Cerf, M. Plantevit, and J.-F. Boulicaut
Intelligent Data Analysis
2013
DOI Project

2011

Multidimensional Association Rules in Boolean Tensors

K.-N. T. Nguyen, L. Cerf, M. Plantevit, and J.-F. Boulicaut
SIAM Int. Conf. on Data Mining
2011
DOI Project