Publications

Training-Free Mixture of Agents for Multi-Document Summarization Leveraging LLMs and Knowledge Graphs

Published in Neural Computing and Applications, 2025

This paper presents an mixture of agents method for solve multi-document summarization task.

Recommended citation: Vuong Tuan-Cuong, Trang Mai Xuan, Cuong Nguyen Tien, Luong Thien Van. (2025). "Training-Free Mixture of Agents for Multi-Document Summarization Leveraging LLMs and Knowledge Graphs." Neural Computing and Applications, pp. 798-804.
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Effective Intrusion Detection for UAV Communications using Autoencoder-based Feature Extraction and Machine Learning Approach

Published in 2024 International Symposium on Nonlinear Theory and Its Applications, 2024

This paper presents an effective intrusion detection system for UAV communications leveraging autoencoder-based feature extraction techniques.

Recommended citation: Vuong Tuan-Cuong, Cong Chi Nguyen, Pham Van-Cuong, Le Thi-Thanh-Huyen, Tran Xuan-Nam, Luong Thien Van. (2024). "Effective Intrusion Detection for UAV Communications using Autoencoder-based Feature Extraction and Machine Learning Approach." 2024 International Symposium on Nonlinear Theory and Its Applications, pp. 798-804.
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BERT-VBD: Vietnamese Multi-Document Summarization Framework

Published in CITA 2024: The 13th Conference on Information Technology and its Applications, 2024

This paper introduces BERT-VBD, a novel framework for Vietnamese multi-document summarization.

Recommended citation: Vuong Tuan-Cuong, Trang Mai Xuan, Luong Thien Van. (2024). "BERT-VBD: Vietnamese Multi-Document Summarization Framework." CITA 2024: The 13th Conference on Information Technology and its Applications, pp. 1798-1804.
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Machine learning-based intrusion detection: feature selection versus feature extraction

Published in Cluster Computing, 2023

This paper explores the comparative effectiveness of feature selection and feature extraction techniques in machine learning-based network intrusion detection systems.

Recommended citation: Ngo Vu-Duc, Vuong Tuan-Cuong, Van Luong Thien, Tran Hung. (2023). "Machine learning-based intrusion detection: feature selection versus feature extraction." Cluster Computing, pp. 1-15.
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A Comparison of Feature Selection and Feature Extraction in Network Intrusion Detection Systems

Published in 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022

This paper presents a comprehensive comparison between feature selection and feature extraction techniques in network intrusion detection systems.

Recommended citation: Vuong Tuan-Cuong, Tran Hung, Trang Mai Xuan, Ngo Vu-Duc, Luong Thien Van. (2022). "A Comparison of Feature Selection and Feature Extraction in Network Intrusion Detection Systems." 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1798-1804.
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