5 papers
MDToC: Metacognitive Dynamic Tree of Concepts for Boosting Mathematical Problem-Solving of Large Language Models
Tung Duong Ta, Tim Oates, Thien Van Luong +2
Despite advances in mathematical reasoning capabilities, Large Language Models (LLMs) still struggle with calculation verification when using established prompting techniques. We p…
Machine Learning-Integrated Modeling of Thermal Properties and Relaxation Dynamics in Metallic Glasses
Ngo T. Que, Anh D. Phan, Truyen Tran +3
Metallic glasses are a promising class of materials celebrated for their exceptional thermal and mechanical properties. However, accurately predicting and understanding the melting…
BERT-VBD: Vietnamese Multi-Document Summarization Framework
Tuan-Cuong Vuong, Trang Mai Xuan, Thien Van Luong
In tackling the challenge of Multi-Document Summarization (MDS), numerous methods have been proposed, spanning both extractive and abstractive summarization techniques. However, ea…
Deep Learning-Based Signal Detection for Dual-Mode Index Modulation 3D-OFDM
Dang-Y Hoang, Tien-Hoa Nguyen, Vu-Duc Ngo +3
In this paper, we propose a deep learning-based signal detector called DuaIM-3DNet for dual-mode index modulation-based three-dimensional (3D) orthogonal frequency division multipl…
Dynamic Network Service Selection in Intelligent Reflecting Surface-Enabled Wireless Systems: Game Theory Approaches
Nguyen Thi Thanh Van, Nguyen Cong Luong, Feng Shaohan +4
In this paper, we address dynamic network selection problems of mobile users in an Intelligent Reflecting Surface (IRS)-enabled wireless network. In particular, the users dynamical…