Table of Contents
Research Experience
- Apr 2024 – Present: Student, AiTA Lab, FPT University of Vietnam.
Education
- Dec 2022 – Present: B.Sc. Student, Dept. of Computing Fundamental, FPT University, Ho Chi Minh City, Vietnam.
Journal Publications
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Nhut Minh Nguyen, Thanh Trung Nguyen, and Duc Ngoc Minh Dang, “HemoGAT: Heterogeneous multimodal speech emotion recognition with cross-modal transformer and graph attention network”, Advances in Electrical and Electronic Engineering, 2026.
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Nhut Minh Nguyen, Minh Trung Nguyen, Thanh Trung Nguyen, Phuong-Nam Tran, Nhat Truong Pham, Linh Le, OTHMANI Alice, Abdulmotaleb El Saddik, and Duc Ngoc Minh Dang, “Enhancing multimodal emotion recognition with dynamic fuzzy membership and attention fusion”, Engineering Applications of Artificial Intelligence.
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Nhut Minh Nguyen, Thanh Trung Nguyen, Phuong-Nam Tran, Chee Peng Lim, Nhat Truong Pham, and Duc Ngoc Minh Dang, “Multimodal fusion in speech emotion recognition: A comprehensive review of methods and technologies”, Engineering Applications of Artificial Intelligence, 2025, DOI: 10.1016/j.engappai.2025.112624.
Conference Proceedings
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Phuong Lam Nguyen, Duc Tai Phan, Thanh Trung Nguyen, Nhut Minh Nguyen, and Duc Ngoc Minh Dang, “YOLOv5-powered Smart Parking System with IoT-based Real-Time Slot Monitoring”, 2025 RIVF International Conference on Computing and Communication Technologies, Ho Chi Minh City, Vietnam, Dec 18-20, 2025.
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Thu Thuy Le, Nhut Minh Nguyen, Nhat Truong Pham, Phuong-Nam Tran, Nguyen Doan Hieu Nguyen, Phuong Luu Vo, Balachandran Manavalan, and Duc Ngoc Minh Dang, “Federated Semi-Supervised FixMatch: Enhancing CutMix for Medical Image Segmentation”, 2025 IEEE International Conference on Big Data, Macau SAR, China, 2025.
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Duc Tai Phan, Nhut Minh Nguyen, and Duc Ngoc Minh Dang, “DAAL: Dual Ambiguity in Active Learning for Object Detection with YOLOE”, The 17th International Conference on Management of Digital EcoSystems (MEDES 2025), Ho Chi Minh City, Vietnam, Nov 24–26, 2025.
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Nhut Minh Nguyen, Duc Tai Phan, and Duc Ngoc Minh Dang, “GloMER: Towards Robust Multimodal Emotion Recognition via Gated Fusion and Contrastive Learning”, The 17th International Conference on Management of Digital EcoSystems (MEDES 2025), Ho Chi Minh City, Vietnam, Nov 24–26, 2025.
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Duc-Hieu Hoang, Dinh Thuan Nguyen, Quoc Huy Tran, Thanh Trung Nguyen, Nhut Minh Nguyen, and Duc Ngoc Minh Dang, “YOLO-Powered Traffic Sign Detection and OpenStreetMap Integration for Intelligent Navigation.” The 2025 Asia-Pacific Network Operations and Management Symposium (APNOMS), Kaohsiung, Taiwan, Sep 22-24, 2025.
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Nhut Minh Nguyen, Thu Thuy Le, Thanh Trung Nguyen, Duc Tai Phan, Anh Khoa Tran, and Duc Ngoc Minh Dang, “CemoBAM: Advancing Multimodal Emotion Recognition through Heterogeneous Graph Networks and Cross-Modal Attention Mechanisms.”, The 2025 Asia-Pacific Network Operations and Management Symposium (APNOMS), Kaohsiung, Taiwan, Sep 22-24, 2025.
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Duc Tai Phan, Nhut Minh Nguyen, Khang Phuc Nguyen, Tri Pham, and Duc Ngoc Minh Dang, “ALMUS: Enhancing Active Learning for Object Detection with Metric-Based Uncertainty Sampling.” The 2025 Asia-Pacific Network Operations and Management Symposium (APNOMS), Kaohsiung, Taiwan, Sep 22-24, 2025.
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Nhut Minh Nguyen, Thanh Trung Nguyen, Hua Hiep Nguyen, Phuong-Nam Tran, and Duc Ngoc Minh Dang, “Voice-Based Age and Gender Recognition: A Comparative Study of LSTM, RezoNet and Hybrid CNNs-BiLSTM Architecture”, The 15th International Conference on ICT Convergence (ICTC 2024), Jeju, Korea, Oct 16-18, 2024.
Projects
- Multi-Modal Fusion in Speech Emotion Recognition, DHFPT/2025/10, Apr 2025 - Oct 2025.
- Multi-Task Learning for Handwritten Mathematical Expression Recognition, DHFPT/2025/18, Aug 2025 - present (ongoing).
Awards & Grants
- Apr 2025: Champion Prize in the Student Research Competition at FPT University.
- Aug 2025: Consolation Prize FPT Research Festival - ResFes 2025.