Publications

Journal Publications

2 total publications

2025 (1 publication)

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

Tuan-Cuong Vuong, Mai Xuan Trang, Nguyen Tien Cuong, Vu-Duc Ngo, Thien Van Luong
Neural Computing and Applications , 2025
Keywords:
large language models knowledge graphs multi-document summarization mixture of agents natural language processing

2024 (1 publication)

Machine learning-based intrusion detection: feature selection versus feature extraction

Vu-Duc Ngo, Tuan-Cuong Vuong, Thien Van Luong, Hung Tran
Cluster Computing , vol. 27 , no. 3 , pp. 2365–2379 , 2024 (Springer)
Keywords:
machine learning intrusion detection feature selection feature extraction
Published View Paper

Conference Publications

3 total publications

2024 (2 publications)

BERT-VBD: Vietnamese Multi-Document Summarization Framework

Tuan-Cuong Vuong, Mai Xuan Trang, Thien Van Luong
In Proceedings of the 13th International Conference on Information Technology and Its Applications (CITA 2024) , pp. 1-6 , 2024 (Springer)
Published View Paper

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

Tuan-Cuong Vuong, Cong Chi Nguyen, Van-Cuong Pham, Thi-Thanh-Huyen Le, Xuan-Nam Tran, Thien Van Luong
In The 2024 International Symposium on Nonlinear Theory and Its Applications (NOLTA2024) , pp. 320-325 , 2024 (NOLTA SOCIETY)
Published View Paper

2022 (1 publication)

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

Tuan-Cuong Vuong, Hung Tran, Mai Xuan Trang, Ngo Vu-Duc, Thien Van Luong
In 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) , pp. 1798-1804 , 2022 (IEEE)
Keywords:
feature selection feature extraction machine learning
Published View Paper