Publications

Publications by categories in reversed chronological order.

2026

  1. Multimodal fusion in speech emotion recognition: A comprehensive review of methods and technologies
    Nhut Minh Nguyen, Thanh Trung Nguyen, Phuong-Nam Tran, and 3 more authors
    Engineering Applications of Artificial Intelligence, 2026

2025

  1. GloMER: Towards Robust Multimodal Emotion Recognition via Gated Fusion and Contrastive Learning
    Nhut Minh Nguyen, Duc Tai Phan, and Duc Ngoc Minh Dang
    In Proceedings of the 17th International Conference on Management of Digital EcoSystems (MEDES 2025), Nov 2025
  2. DAAL: Dual Ambiguity in Active Learning for Object Detection with YOLOE
    Duc Tai Phan, Nhut Minh Nguyen, and Duc Ngoc Minh Dang
    In Proceedings of the 17th International Conference on Management of Digital EcoSystems (MEDES 2025), Nov 2025
  3. Towards Scalable EEG-Based Emotion Recognition for Mental Health: A Multi-Task Learning Approach
    Ngoc Phuong Linh Tran, Khanh Ly Nguyen, Hanh Dang-Ngoc, and 2 more authors
    In 2025 International Symposium on Electrical and Electronics Engineering (ISEE), Oct 2025
  4. Enhancing Urban Traffic Safety with VANET: A Simulation-Based Multi-Scenario Alert System
    Duc Tai Vo, Xuan Tuyen Nguyen, Hanh Dang-Ngoc, and 2 more authors
    In 2025 International Symposium on Electrical and Electronics Engineering (ISEE), Oct 2025
  5. HemoGAT: Heterogeneous Multimodal Speech Emotion Recognition with Cross-Modal Transformer and Graph Attention Network
    Nhut Minh Nguyen, Thanh Trung Nguyen, and Duc Ngoc Minh Dang
    Advances in Electrical and Electronic Engineering, Oct 2025
    To appear
  6. Mask CoMER: Enhancing Handwritten Mathematical Expression Recognition with Masked Language Pretraining and Regularization
    Nam Van Hai Phan, Minh-Khoa Nguyen, Thanh Trung Nguyen, and 3 more authors
    In International Conference on Document Analysis and Recognition (ICDAR), Sep 2025
  7. LLM-Guided Multi-Object Tracking: Enhancing Retail Insights with TempRMOT
    Binh Huynh Thanh Phan, Hai Hoang Son Vu, Xuyen Le Bao Nguyen, and 3 more authors
    In 6th International Conference on Machine Learning and Human-Computer Interaction (MLHMI), Mar 2025
  8. CemoBAM: Advancing Multimodal Emotion Recognition through Heterogeneous Graph Networks and Cross-Modal Attention Mechanisms
    Nhut Minh Nguyen, Thu Thuy Le, Thanh Trung Nguyen, and 3 more authors
    In 2025 Asia-Pacific Network Operations and Management Symposium (APNOMS), Sep 2025
  9. YOLO-Powered Traffic Sign Detection and OpenStreetMap Integration for Intelligent Navigation
    Duc-Hieu Hoang, Dinh Thuan Nguyen, Quoc Huy Tran, and 3 more authors
    In 2025 Asia-Pacific Network Operations and Management Symposium (APNOMS), Sep 2025
  10. ALMUS: Enhancing Active Learning for Object Detection with Metric-Based Uncertainty Sampling
    Duc Tai Phan, Nhut Minh Nguyen, Khang Phuc Nguyen, and 2 more authors
    In 2025 Asia-Pacific Network Operations and Management Symposium (APNOMS), Sep 2025
  11. Enhancing IEEE 802.11ah Networks: A Spatial Multi-Channel MAC Protocol
    Duc Ngoc Minh Dang
    Advances in Electrical and Electronic Engineering, Sep 2025
  12. Additive Angular Margin Loss for Federated Learning in Image Classification
    Phuong-Nam Tran, Duc Ngoc Minh Dang, Eui-Nam Huh, and 1 more author
    In 2025 International Conference on Information Networking (ICOIN), Sep 2025
  13. SMixSL: The Smashed-Mixture Technique for Split Learning with Localizable Features
    Vo Phuc Tinh, Tran Anh Khoa, Pham Duc Lam, and 7 more authors
    IEEE Transactions on Emerging Topics in Computational Intelligence, Sep 2025
  14. CroSSHeteroFL: Cross-Stratified Sampling Composition-Fitting to Federated Learning for Heterogeneous Clients
    Vo Phuc Tinh, Hoang Hai Son, Duc Ngoc Minh Dang, and 7 more authors
    IEEE Access, Sep 2025
  15. SwinTExCo: Exemplar-Based Video Colorization Using Swin Transformer
    Duong Thanh TranNguyen Doan Hieu Nguyen, Trung Thanh Pham, and 5 more authors
    Expert Systems with Applications, Sep 2025

2024

  1. Improving Face Attendance Checking System with Ensemble Learning
    Duc Tai Phan, Phuong-Nam Tran, and Duc Ngoc Minh Dang
    In 2024 RIVF International Conference on Computing and Communication Technologies (RIVF), Sep 2024
  2. Enhancing Speech Emotion Recognition Through Knowledge Distillation
    Trung Minh Nguyen, Phuong-Nam Tran, and Duc Ngoc Minh Dang
    In 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), Sep 2024
  3. Federated Learning with U-Net for Brain Tumor Segmentation: Impact of Client Numbers and Data Distribution
    Thu Thuy Le, Nhat Truong Pham, Phuong-Nam Tran, and 1 more author
    In 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), Sep 2024
  4. Voice-Based Age and Gender Recognition: A Comparative Study of LSTM, RezoNet and Hybrid CNNs-BiLSTM Architecture
    Nhut Minh Nguyen, Thanh Trung Nguyen, Hua Hiep Nguyen, and 2 more authors
    In 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), Sep 2024
  5. Towards Real-Time Vietnamese Traffic Sign Recognition on Embedded Systems
    Phuong-Nam Tran, Nhat Truong Pham, Nam Van Hai Phan, and 3 more authors
    In 2024 15th International Conference on Information and Communication Technology Convergence (ICTC), Sep 2024
  6. CLIP-Prefix for Image Captioning and an Experiment on Blind Image Guessing
    Triet Minh Huynh, Duy Linh Nguyen, Thanh Tri Nguyen, and 3 more authors
    In Industrial Networks and Intelligent Systems, Sep 2024
  7. Performance Comparison in Traffic Sign Recognition Using Deep Learning
    Binh Dang Hai, Huu Duc Nguyen, Thanh Nam Vo, and 3 more authors
    In Industrial Networks and Intelligent Systems, Sep 2024
  8. Deep Learning-Based Automated Cashier System for Bakeries
    Nam Van Hai Phan, Tha Thanh Le, Tuan Phu Phan, and 4 more authors
    In Proceedings of the 2024 9th International Conference on Intelligent Information Technology (ICIIT), Sep 2024
  9. Innovative Multi-Modal Control for Surveillance Spider Robot: An Integration of Voice and Hand Gesture Recognition
    Dang Khoa Phan, Phuong-Nam Tran, Nhat Truong Pham, and 2 more authors
    In Proceedings of the 2024 9th International Conference on Intelligent Information Technology (ICIIT), Sep 2024
  10. Vietnamese Traffic Sign Recognition Using Deep Learning
    Dinh Thuan Nguyen, Minh Khanh Phan, Phuong-Nam Tran, and 1 more author
    In Proceedings of the 2024 9th International Conference on Intelligent Information Technology (ICIIT), Sep 2024
  11. Deep Learning Based Attendance Check System at FPT University
    Chi Hung Le, Hung Phat Ly, Tien Duc Nguyen, and 3 more authors
    In Proceedings of the 2024 9th International Conference on Intelligent Information Technology (ICIIT), Sep 2024
  12. MERSA: Multimodal Emotion Recognition with Self-Align Embedding
    Quan Bao Le, Kiet Tuan Trinh, Hung Son Nguyen Dinh, and 3 more authors
    In 2024 International Conference on Information Networking (ICOIN), Sep 2024
  13. Priority-Based Uplink Raw Slot Utilization in the IEEE 802.11ah Networks
    Duc Ngoc Minh Dang, Anh Khoa Tran, and Nhat Truong Pham
    In AETA 2022—Recent Advances in Electrical Engineering and Related Sciences: Theory and Application, Sep 2024
  14. Speech Emotion Recognition: A Brief Review of Multi-Modal Multi-Task Learning Approaches
    Nhat Truong Pham, Anh-Tuan Tran, Bich Ngoc Hong Pham, and 3 more authors
    In AETA 2022—Recent Advances in Electrical Engineering and Related Sciences: Theory and Application, Sep 2024

2023

  1. Vitexco: Exemplar-Based Video Colorization Using Vision Transformer
    Duong Thanh Tran, Phuong-Nam Tran, Nguyen Doan Hieu Nguyen, and 3 more authors
    In 2023 14th International Conference on Information and Communication Technology Convergence (ICTC), Sep 2023
  2. RBBA: ResNet - BERT - Bahdanau Attention for Image Caption Generator
    Duc-Hieu Hoang, Anh-Khoa Tran, Duc Ngoc Minh Dang, and 3 more authors
    In 2023 14th International Conference on Information and Communication Technology Convergence (ICTC), Sep 2023
  3. Comparative Analysis of Multi-Loss Functions for Enhanced Multi-Modal Speech Emotion Recognition
    Phuong-Nam Tran, Thuy-Duong Thi Vu, Nhat Truong Pham, and 2 more authors
    In 2023 14th International Conference on Information and Communication Technology Convergence (ICTC), Sep 2023
  4. SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion
    Nhat Truong Pham, Le Thi Phan, Duc Ngoc Minh Dang, and 1 more author
    In Proceedings of the 12th International Symposium on Information and Communication Technology (SOICT), Sep 2023
  5. Performance Analysis of Distributed Learning in Edge Computing on Handwritten Digits Dataset
    Tinh Phuc Vo, Viet Anh Nguyen, Xuyen Bao Le Nguyen, and 2 more authors
    In Industrial Networks and Intelligent Systems, Sep 2023
  6. Multi-Modal Speech Emotion Recognition: Improving Accuracy Through Fusion of VGGish and BERT Features with Multi-Head Attention
    Phuong-Nam Tran, Thuy-Duong Thi Vu, Duc Ngoc Minh Dang, and 2 more authors
    In Industrial Networks and Intelligent Systems, Sep 2023
  7. Hybrid Data Augmentation and Deep Attention-Based Dilated Convolutional-Recurrent Neural Networks for Speech Emotion Recognition
    Nhat Truong Pham, Duc Ngoc Minh Dang, Ngoc Duy Nguyen, and 5 more authors
    Expert Systems with Applications, Nov 2023
  8. A Novel Solution for Energy-Saving and Lifetime-Maximizing of LoRa Wireless Mesh Networks
    Hoang Hai Son, Vo Phuc Tinh, Duc Ngoc Minh Dang, and 7 more authors
    Journal of Information and Telecommunication, Aug 2023
  9. Speech Emotion Recognition Using Overlapping Sliding Window and Shapley Additive Explainable Deep Neural Network
    Nhat Truong Pham, Sy Dzung Nguyen, Vu Song Thuy Nguyen, and 2 more authors
    Journal of Information and Telecommunication, Mar 2023
  10. Design and Implementation of a VoIP PBX Integrated Vietnamese Virtual Assistant: A Case Study
    Hai Son Hoang, Anh Khoa Tran, Thanh Phong Doan, and 3 more authors
    Journal of Information and Telecommunication, Mar 2023
  11. SERVER: Multi-Modal Speech Emotion Recognition Using Transformer-Based and Vision-Based Embeddings
    Nhat Truong Pham, Duc Ngoc Minh Dang, Bich Ngoc Hong Pham, and 1 more author
    In Proceedings of the 2023 8th International Conference on Intelligent Information Technology, Feb 2023
  12. Uplink Registration-Based MAC Protocol for IEEE 802.11ah Networks
    Duc Ngoc Minh Dang, and Nhat Truong Pham
    In Proceedings of the 2023 8th International Conference on Intelligent Information Technology, Feb 2023
  13. Safety Is Our Friend: A Federated Learning Framework Toward Driver’s State and Behavior Detection
    Anh Khoa Tran, Dang Trac Nguyen, Vo Phuc Tinh, and 4 more authors
    IEEE Transactions on Computational Social Systems, Feb 2023
  14. Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition
    Nhat Truong Pham, Duc Ngoc Minh Dang, Ngoc Duy Nguyen, and 5 more authors
    Expert Systems with Applications, Feb 2023

2022

  1. Efficient Resource Allocation Using Federated Learning in Cellular Networks
    Son Cao Nguyen, Minh Hoang, Vo Phuc Tinh, and 1 more author
    In Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Jun 2022
  2. Key Information Extraction from Mobile-Captured Vietnamese Receipt Images Using Graph Neural Networks Approach
    V. D. Pham, L. Q. Nguyen, N. T. Pham, and 3 more authors
    In Proceedings of 2022 6th International Conference on Green Technology and Sustainable Development (GTSD), Jun 2022
  3. Safety Message Broadcast Reliability Enhancement MAC Protocol in VANETs
    Duc Ngoc Minh Dang, Anh Khoa Tran, Nhat Truong Pham, and 2 more authors
    In 2022 IEEE 9th International Conference on Communications and Electronics (ICCE), Jun 2022
  4. Space-Frequency Diversity Based MAC Protocol for IEEE 802.11ah Networks
    Duc Ngoc Minh Dang, Van Thau Tran, Hoang Lam Nguyen, and 3 more authors
    In 2022 International Conference on Advanced Technologies for Communications (ATC), Oct 2022
  5. Stabilizing and Enhancing Frequency Control of Power System Using Decentralized Observer-Based Sliding Mode Control
    Anh-Tuan Tran, Nhat Truong Pham, V. Van Huynh, and 1 more author
    Journal of Control, Automation and Electrical Systems, Oct 2022
  6. Vietnamese Scene Text Detection and Recognition Using Deep Learning: An Empirical Study
    Nhat Truong Pham, V. D. Pham, Q. Nguyen-Van, and 3 more authors
    In Proceedings of 2022 6th International Conference on Green Technology and Sustainable Development (GTSD), Oct 2022

2021

  1. Cross-Modal Deep Neural Networks Based Smartphone Authentication for Intelligent Things System
    Anh Khoa Tran, Dinh Nguyen The Truong, and Duc Ngoc Minh Dang
    In Proceedings of the 2021 ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Aug 2021
  2. Design of a Soil Moisture Sensor for Application in a Smart Watering System
    Anh Khoa Tran, Minh Trong Nguyen, Mai Bao Nhu Le, and 3 more authors
    In 2021 IEEE Sensors Applications Symposium (SAS), Aug 2021

2020

  1. Designing Efficient Smart Home Management with IoT Smart Lighting: A Case Study
    Anh Khoa Tran, Mai Bao Nhu Le, Hoang Hai Son, and 7 more authors
    Wireless Communications and Mobile Computing, Nov 2020
  2. Waste Management System Using IoT-Based Machine Learning in University
    Anh Khoa Tran, Hoang Phuc Cao, Pham Duc Lam, and 7 more authors
    Wireless Communications and Mobile Computing, Feb 2020
  3. A Method upon Deep Learning for Speech Emotion Recognition
    Nhat Truong Pham, Duc Ngoc Minh Dang, and Sy Dung Nguyen
    Journal of Advanced Engineering and Computation, Dec 2020
  4. Wireless Sensor Networks and Machine Learning Meet Climate Change Prediction
    Anh Khoa Tran, Quang Minh Nguyen, Hoang Hai Son, and 6 more authors
    International Journal of Communication Systems, Nov 2020
  5. An Adaptive and Cooperative MAC Protocol in Vehicular Ad Hoc Network: Design and Performance Analysis
    Quan Trung Le, Long Bao Le, Duc Ngoc Minh Dang, and 1 more author
    International Journal of Ad Hoc and Ubiquitous Computing, Nov 2020
  6. Extreme Power Saving Directional MAC Protocol in IEEE 802.11ah Networks
    Quynh T. Ngo, Duc Ngoc Minh Dang, and Quan Le-Trung
    IET Networks, Jul 2020

2019

  1. A Novel Directional MAC in Restricted Access Window for IEEE 802.11ah Networks
    Quynh Tu Ngo, Duc Ngoc Minh Dang, Quan Le-Trung, and 1 more author
    In 2019 26th International Conference on Telecommunications (ICT), Apr 2019
  2. High Throughput and Low Complexity Implementation for Uplink Scheme of 5G Technology
    Pham Chi Bao, Dang Van Xuan Huong, Duc Ngoc Minh Dang, and 2 more authors
    In 2019 26th International Conference on Telecommunications (ICT), Apr 2019

2018

  1. Flying Height Optimization for Unmanned Aerial Vehicles in Cellular - Flying Adhoc Network
    Quynh Ngo, Duc Ngoc Minh Dang, and Anh Khoa Tran
    Journal of Advanced Engineering and Computation, Dec 2018
  2. Enhanced Self-Sorting Based MAC Protocol for Vehicular Ad-Hoc Networks
    Quynh T. Ngo, and Duc Ngoc Minh Dang
    In Lecture Notes in Electrical Engineering, Dec 2018

2017

  1. Analytical Study of the IEEE 1609.4 MAC in Vehicular Ad Hoc Networks
    Duc Ngoc Minh Dang, Quynh Tu NgoHanh Ngoc Dang, and 1 more author
    In Lecture Notes in Electrical Engineering, Nov 2017
  2. Application of the Lowest-ID Algorithm in Cluster-Based TDMA System for VANETs
    VanDung Nguyen, O. T. T. Kim, Duc Ngoc Minh Dang, and 2 more authors
    In AETA 2016: Recent Advances in Electrical Engineering and Related Sciences: Theory and Application, Nov 2017
  3. Directional Multi-Channel MAC for VANETs
    Duc Ngoc Minh Dang, Quynh T. Ngo, Hanh N. Dang, and 2 more authors
    In AETA 2016: Recent Advances in Electrical Engineering and Related Sciences: Theory and Application, Nov 2017

2016

  1. A Dynamic Cooperative MAC Protocol for Vehicular Ad-Hoc Networks
    Quynh Tu Ngo, and Duc Ngoc Minh Dang
    In AETA 2016: Recent Advances in Electrical Engineering and Related Sciences, Dec 2016
  2. A Multi-Channel MAC Protocol with Power Control for Wireless Ad Hoc Networks
    Duc Ngoc Minh Dang, Quynh Tu NgoHanh Ngoc Dang, and 1 more author
    In AETA 2015: Recent Advances in Electrical Engineering and Related Sciences, Dec 2016
  3. Multi-Channel MAC Protocols and Power Control for Wireless Ad Hoc Networks
    Duc Ngoc Minh Dang, and Choong Seon Hong
    May 2016
  4. A QoE-Based Caching Algorithm for HTTP Adaptive Streaming Contents in Radio Access Networks
    Phuong L. Vo, Long Van Nguyen, Tuan-Anh Le, and 1 more author
    In 2016 IEEE Sixth International Conference on Communications and Electronics (ICCE), Jul 2016
  5. OMF-MAC: An Opportunistic Matched Filter-Based MAC in Cognitive Radio Networks
    Thant Zin Oo, Nguyen H. Tran, Duc Ngoc Minh Dang, and 3 more authors
    IEEE Transactions on Vehicular Technology, Apr 2016
  6. An Efficient Multi-Channel MAC Protocol for Wireless Ad Hoc Networks
    Duc Ngoc Minh Dang, VanDung Nguyen, Huong Tra Le, and 2 more authors
    Ad Hoc Networks, Apr 2016

2015

  1. A Cooperative – Efficient – Reliable MAC Protocol for Vehicular Ad Hoc Networks
    Duc Ngoc Minh Dang, Hanh Ngoc DangPhuong Luu Vo, and 1 more author
    In 2015 International Conference on Advanced Technologies for Communications (ATC), Oct 2015
  2. Multi-Channel MAC Protocol with Directional Antennas in Wireless Ad Hoc Networks
    Duc Ngoc Minh Dang, Huong Tra Le, Hyo Sung Kang, and 2 more authors
    In 2015 International Conference on Information Networking (ICOIN), Jan 2015
  3. A coalitional game approach for fractional cooperative caching in content-oriented networks
    Phuong Luu Vo, Duc Ngoc Minh Dang, Sungwon Lee, and 2 more authors
    Computer Networks, Jan 2015
  4. A Hybrid Multi-Channel MAC Protocol for Wireless Ad Hoc Networks
    Duc Ngoc Minh Dang, Choong Seon Hong, and Sungwon Lee
    Wireless Networks, Jan 2015

2014

  1. HER-MAC: A Hybrid Efficient and Reliable MAC for Vehicular Ad Hoc Networks
    Duc Ngoc Minh Dang, Hanh Ngoc Dang, VanDung Nguyen, and 2 more authors
    In 2014 IEEE 28th International Conference on Advanced Information Networking and Applications, Jan 2014
  2. e-VeMAC: An Enhanced Vehicular MAC Protocol to Mitigate the Exposed Terminal Problem
    VanDung Nguyen, Duc Ngoc Minh Dang, Sung Jang, and 1 more author
    In 2014 16th Asia-Pacific Network Operations and Management Symposium (APNOMS), Jan 2014
  3. A Reliable Multi-Hop Safety Message Broadcast in Vehicular Ad Hoc Networks
    Duc Ngoc Minh Dang, VanDung Nguyen, Chuan Pham, and 2 more authors
    In 2014 16th Asia-Pacific Network Operations and Management Symposium (APNOMS), Jan 2014
  4. Power Control under QoS and Interference Constraint in Femtocell Cognitive Networks
    Cuong The Do, Duc Ngoc Minh Dang, Tuan LeAnh, and 3 more authors
    In International Conference on Information Networking (ICOIN), Jan 2014
  5. Mitigating Starvation in Wireless Ad Hoc Networks: Multi-Channel MAC and Power Control
    Duc Ngoc Minh Dang, Phuong Luu VoChoong Seon Hong, and 1 more author
    In Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication (ICUIMC), Jan 2014

2013

    2012

    1. A SINR-Based MAC Protocol for Wireless Ad Hoc Networks
      Duc Ngoc Minh Dang, Choong Seon Hong, Sungwon Lee, and 1 more author
      IEEE Communications Letters, Jan 2012
    2. A SINR-Based Transmission Power Control for MAC Protocol in Wireless Ad Hoc Networks
      Duc Ngoc Minh Dang, and Choong Seon Hong
      In 2012 Fourth International Conference on Communications and Electronics (ICCE), Jan 2012
    3. An Enhanced Multi-Channel MAC Protocol for Wireless Ad Hoc Networks
      Duc Ngoc Minh Dang, Nguyen Tu Quang, Choong Seon Hong, and 1 more author
      In 14th Asia-Pacific Network Operations and Management Symposium (APNOMS), Jan 2012
    4. H-MMAC: A Hybrid Multi-Channel MAC Protocol for Wireless Ad Hoc Networks
      Duc Ngoc Minh Dang, and Choong Seon Hong
      In 2012 IEEE International Conference on Communications (ICC), Jan 2012
    5. An Energy Efficient Multi-Channel MAC Protocol for Wireless Ad Hoc Networks
      Duc Ngoc Minh Dang, Mui Van Nguyen, Choong Seon Hong, and 2 more authors
      In IEEE GLOBECOM 2012, Jan 2012