Min. shared papers:

Journal Publications

Hoang Khang Trang, Bao Quoc Nguyen, Khanh Viet Vinh Dinh, Nhut Minh Nguyen, Nhat Truong Pham, Phuong-Nam Tran, Phuong Luu Vo, and Duc Ngoc Minh Dang, “Towards effective multimodal emotion recognition in conversations via joint multi-graph learning and self-distillation”, Information Sciences, 2026, DOI: 10.1016/j.ins.2026.124138
Thanh Trung Nguyen, Nhut Minh Nguyen, Nam Van Hai Phan, Khoa Minh Nguyen, Trung Thanh Pham, Phuong-Nam Tran, Cuong Tuan Nguyen, and Duc Ngoc Minh Dang, “Enhancing handwritten mathematical expression recognition with convolutional block attention refinement module and multi-task learning”, Journal of Information and Telecommunication, 2026, DOI: 10.1080/24751839.2026.2716432
Thuy Thuy Le, Phuong-Nam Tran, Nhat Truong Pham, Balachandran Manavalan, Li Shen, Choong Seon Hong, and Duc Ngoc Minh Dang, “Federated learning for medical image analysis: Methods, challenges, and future directions”, Advanced Engineering Informatics, 2026, DOI: 10.1016/j.aei.2026.104976
Duc Tai Phan, Nhut Minh Nguyen, Khang Phuc Nguyen, Phuong-Nam Tran, Nhat Truong Pham, Linh Le, Choong Seon Hong, and Duc Ngoc Minh Dang, “From object difficulty to image scoring: A strategy for active learning in object detection”, Knowledge-Based Systems, 2026, DOI: 10.1016/j.knosys.2026.115946
Nhut Minh Nguyen, Trung Thanh Nguyen, Thu Thuy Le, Ngoc-Hanh Dang, Phuong Luu Vo, Lam Thanh Hien, and Duc Ngoc Minh Dang, “HyperDyG: Hypergraph-Driven Dynamic Fusion for Semi-Supervised Multimodal Emotion Recognition”, EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, 2026, DOI: 10.4108/eetinis.131.10903
Nhut Minh Nguyen, Minh Trung Nguyen, Thanh Trung Nguyen, Phuong-Nam Tran, Nhat Truong Pham, Linh Le, Alice Othmani, Abdulmotaleb El Saddik, and Duc Ngoc Minh Dang, “Enhancing multimodal emotion recognition with dynamic fuzzy membership and attention fusion”, Engineering Applications of Artificial Intelligence, 2026, DOI: 10.1016/j.engappai.2025.113396
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
Vo Phuc Tinh, Hoang Hai Son, Duc Ngoc Minh Dang, Nguyen Hoang Nam, Duy-Dong Le, Thai-Binh Nguyen, Thanh-Qui Pham, Van-Luong Nguyen, Duy-Thanh Huynh, and Tran Anh Khoa, “CroSSHeteroFL: Cross-Stratified Sampling Composition-Fitting to Federated Learning for Heterogeneous Clients”, IEEE Access, 2024, DOI: 10.1109/ACCESS.2024.3475737
Duc Ngoc Minh Dang, “Enhancing IEEE 802.11ah Networks: A Spatial Multi-Channel MAC Protocol”, Advances in Electrical and Electronic Engineering, 2025, DOI: 10.15598/aeee.v23i2.240513
Duong Thanh Tran, Nguyen Doan Hieu Nguyen, Trung Thanh Pham, Phuong-Nam Tran, Thuy-Duong Thi Vu, Cuong Tuan Nguyen, Hanh Dang-Ngoc, and Duc Ngoc Minh Dang, “SwinTExCo: Exemplar-based Video Colorization using Swin Transformer”, Expert Systems with Applications, 2024, DOI: 10.1016/j.eswa.2024.125437
Tran Anh Khoa, Trac Nguyen Dang, Tinh Vo Phuc, Nam Nguyen Hoang, Duc Ngoc Minh Dang, Son Hoang Hai, and Lam Pham Duc, “Safety Is Our Friend: A Federated Learning Framework Toward Driver’s State and Behavior Detection”, IEEE Transactions on Computational Social Systems, 2023, DOI: 10.1109/TCSS.2023.3273727
Nhat Truong Pham, Duc Ngoc Minh Dang, Ngoc Duy Nguyen, Thanh Thi Nguyen, Hai Nguyen, Balachandran Manavalan, Chee Peng Lim, and Sy Dzung Nguyen, “Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition”, Expert Systems with Applications, 2023, DOI: j.eswa.2023.120608
Nhat Truong Pham, Sy Dzung Nguyen, Vu Song Thuy Nguyen, Bich Ngoc Hong Pham, and Duc Ngoc Minh Dang “Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network”, Journal of Information and Telecommunication, 2023, DOI: 10.1080/24751839.2023.2187278

Conference Proceedings

Duc Tai Phan, Tri Nguyen Thai, Khoa Nguyen, Nhut Nguyen, and Duc Ngoc Minh Dang, “CorrTie: Correction-aware Tie-breaking for Active Learning with Vision-Language Models,” The 10th APWeb-WAIM Joint International Conference on Web and Big Data, 2026. (To Appear)
Khoa Nguyen, Nam Phan, Phu Nguyen, Duc Tai Phan, Tri Pham, and Duc Ngoc Minh Dang, “LexiChem: Shared-Latent Alignment for Faithful Text-to-Molecule Generation in SELFIES Space,” The 10th APWeb-WAIM Joint International Conference on Web and Big Data, 2026. (To Appear)
Quang Nhan Hoang, Minh Tri Nguyen, and Duc Ngoc Minh Dang, “Hybrid Quantum Federated Learning for Brain Tumor Magnetic Resonance Imaging Analysis”, IEEE 11th International Conference on Communications and Electronics (ICCE 2026), Nha Trang, Vietnam, 2026, DOI: 10.1109/ICCE70609.2026.11658435
Thanh Trung Nguyen, Nhut Minh Nguyen, Duc Tai Phan, Quang Nhan Hoang, Tri Minh Pham, and Duc Ngoc Minh Dang, “Swin Transformer V2 for Optical Chemical Structure Recognition: Comparison with Convolutional Neural Networks and Swin Transformer Variants”, ECTI-CON 2026 Conference, Chonburi, Thailand, 2026, DOI: 10.1109/ECTI-CON68836.2026.11608590
Dung Tri Nguyen, Anh Thi Minh Trang, Quan Trung Do, Dat Huu Ngo, Nguyen Doan Hieu Nguyen, and Duc Ngoc Minh Dang, “Benchmarking DNA Foundation Models for Splice Site Prediction Across Varying Context Lengths”, ECTI-CON 2026 Conference, Chonburi, Thailand, 2026, DOI: 10.1109/ECTI-CON68836.2026.11608505
Khanh Trang Duong, Vo Thi Luu Phuong, Tung Kieu, and Duc Ngoc Minh Dang, “Multi-Domain Time Series Reconstruction with Frequency-Enhanced Transformers”, FLINS-ISKE 2026 Conference, Sydney, Australia, 2026, DOI: 10.1007/978-981-92-2480-7_33
Quang Nhan Hoang, Duc Nguyen Huu Dang, Thien Kim Hoang Vuong, and Duc Ngoc Minh Dang, “DisQuan: A Hybrid Quantum-Classical Architecture for Plant Disease Detection in Staple and Specialty Crops”, The 4th International Conference on Advanced Sensing and Intelligent Systems (ICASIS 2026), Hong Kong, China, May 2026, DOI: 10.1117/12.3120547
Quang Nhan Hoang, Duc Nguyen Huu Dang, Thien Kim Hoang Vuong, and Duc Ngoc Minh Dang, “QMicroNet: A Quantum Hybrid Approach to Robust Cross-Domain Medical Image Analysis”, The 4th International Conference on Advanced Sensing and Intelligent Systems (ICASIS 2026), Hong Kong, China, May 2026, DOI: 10.1117/12.3120548
Quang Nhan Hoang, Minh Tri Pham, and Duc Ngoc Minh Dang, “HQM-Net: A Hybrid Quantum-Classical Medical Imaging Architecture for Multi-Disease Classification across Heterogeneous Modalities”, The 7th International Conference on Machine Learning and Human-Computer Interaction (MLHMI 2026), Tokyo, Japan, March 2026, DOI: 10.23919/MLHMICPS00004.2026.00028
Nhut Minh Nguyen, Thu Thuy Le, Thanh Trung Nguyen, and Duc Ngoc Minh Dang, “SemiFedER: Semi-supervised Federated Averaging for Multimodal Emotion Recognition”, The 7th International Conference on Machine Learning and Human-Computer Interaction (MLHMI 2026), Tokyo, Japan, March 2026, DOI: 10.23919/MLHMICPS58244.2026.00038
Nam Van Hai Phan, Khoa Minh Nguyen, Phu Nguyen Ngoc Thien, Nguyen Doan Hieu Nguyen, Tri Minh Pham, and Duc Ngoc Minh Dang, “ChemAligner-T5: A Unified Text-to-Molecule Model via Representation Alignment”, The 2nd International Conference on Computational Intelligence in Engineering Science (ICCIES 2026), Nha Trang, Khanh Hoa, Viet Nam, April 2-4, 2026, DOI: 10.1007/978-3-032-21625-0_16
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”, The 19th International Conference on Computing and Communication Technologies (RIVF 2025), Vietnam, Dec 18-20, 2025, DOI: 10.1109/RIVF68649.2025.11365041
Quang Nhan Hoang, Thanh Trung Pham, and Duc Ngoc Minh Dang, “Efficient Hybrid Quantum-Classical Convolutional Neural Network with Feature Propagation Layer for Multi-Class Image Classification”, The 10th International Conference on Advanced Engineering – Theory and Applications (AETA 2025), Vietnam, 2025. (To Appear)
Thu Thuy Le, Nhut Minh Nguyen, Nhat Truong Pham, Phuong-Nam Tran, Nguyen Doan Hieu Nguyen, Phuong Luu Vo, Balachandran Manavalan, Duc Ngoc Minh Dang, “Federated Semi-Supervised FixMatch: Enhancing CutMix for Medical Image Segmentation”, 2025 IEEE International Conference on Big Data, Macau SAR, China, Dec 8-11, 2025, DOI: 10.1109/BigData66926.2025.11402514
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, DOI: 10.1007/978-3-032-36547-7_32
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, DOI: 10.1007/978-3-032-36547-7_7
Tran Ngoc Phuong Linh, Nguyen Khanh Ly, Hanh Dang-Ngoc, Long Kam Kim, and Duc Ngoc Minh Dang, “Towards Scalable EEG-Based Emotion Recognition for Mental Health: A Multi-Task Learning Approach”, The 2025 International Symposium on Electrical and Electronics Engineering (ISEE 2025), Ho Chi Minh City, Vietnam, Oct 23-24, 2025, DOI: 10.1109/ISEE68370.2025.11223426
Vo Duc Tai, Nguyen Xuan Tuyen, Hanh Dang-Ngoc, Vo Que Son, and Duc Ngoc Minh Dang, “Enhancing Urban Traffic Safety with VANET: A Simulation-Based Multi-Scenario Alert System”, The 2025 International Symposium on Electrical and Electronics Engineering (ISEE 2025), Ho Chi Minh City, Vietnam, Oct 23-24, 2025, DOI: 1
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, DOI: 10.23919/APNOMS67058.2025.11181312
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, DOI: 10.23919/APNOMS67058.2025.11181320 <span class=”dimensions_badge_embed” data-doi=”10.23919/APNOMS67058.
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, DOI: 10.23919/APNOMS67058.2025.11181447
Nam Van Hai Phan, Minh-Khoa Nguyen, Trung Thanh Nguyen, Trung Thanh Pham, Phuong-Nam Tran, and Duc Ngoc Minh Dang, “Mask CoMER: Enhancing Handwritten Mathematical Expression Recognition with Masked Language Pretraining and Regularization”, ICDAR 2025 (rank A), Wuhan, Hubei, China, Sep 16-21, 2025, DOI: 10.1007/978-3-032-04624-6_22
Binh Huynh Thanh Phan, Hai Hoang Son Vu, Xuyen Le Bao Nguyen, Tinh Duc Huynh, Duong Thi Thuy Vu, and Duc Ngoc Minh Dang, “LLM-Guided Multi-Object Tracking: Enhancing Retail Insights with TempRMOT”, The 6th International Conference on Machine Learning and Human-Computer Interaction (MLHMI), Kawasaki, Japan, Mar 4-6, 2025, DOI: 10.1109/MLHMI66056.2025.00018
Phuong-Nam Tran, Duc Ngoc Minh Dang, Eui-Nam Huh, and Choong Seon Hong, “Additive Angular Margin Loss for Federated Learning in Image Classification”, 39th International Conference on Information Networking (ICOIN), Chiang Mai, Thailand, Jan 15-17, 2025, DOI: 10.1109/ICOIN63865.2025.10993113
Duc Tai Phan, Phuong-Nam Tran, and Duc Ngoc Minh Dang, “Improving Face Attendance Checking System with Ensemble Learning”, 2024 RIVF International Conference on Computing and Communication Technologies (RIVF), Da Nang, Vietnam, Dec 21-23, 2024, DOI: 10.1109/RIVF64335.2024.11009085
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, DOI: 10.1109/ICTC62082.2024.10827387
Thu Thuy Le, Nhat Truong Pham, Phuong-Nam Tran, and Duc Ngoc Minh Dang, “Federated Learning with U-Net for Brain Tumor Segmentation: Impact of Client Numbers and Data Distribution”, The 15th International Conference on ICT Convergence (ICTC 2024), Jeju, Korea, Oct 16-18, 2024, DOI: 10.1109/ICTC62082.2024.10826674
Phuong-Nam Tran, Nhat Truong Pham, Hai Nam Phan Van, Duc Tai Phan, Tuan Cuong Nguyen, and Duc Ngoc Minh Dang, “Towards Real-time Vietnamese Traffic Sign Recognition on Embedded Systems”, The 15th International Conference on ICT Convergence (ICTC 2024), Jeju, Korea, Oct 16-18, 2024, DOI: 10.1109/ICTC62082.2024.10827558
Trung Nguyen Minh, Phuong-Nam Tran, and Duc Ngoc Minh Dang, “Enhancing Speech Emotion Recognition through Knowledge Distillation”, The 15th International Conference on ICT Convergence (ICTC 2024), Jeju, Korea, Oct 16-18, 2024, DOI: 10.1109/ICTC62082.2024.10826904
Nam Van Hai Phan, Tha Thanh Le, Tuan Phu Phan, Thuy Thu Le, Phuong-Nam Tran, Nhat Truong Pham, and Duc Ngoc Minh Dang, “Deep Learning-Based Automated Cashier System for Bakeries”, 9th International Conference on Intelligent Information Technology (ICIIT 2024), Feb 23-25, 2024, DOI: 10.1145/3654522.3654538
Dang Khoa Phan, Phuong-Nam Tran, Nhat Truong Pham, Tra Huong Thi Le, and Duc Ngoc Minh Dang, “Innovative Multi-Modal Control for Surveillance Spider Robot: An Integration of Voice and Hand Gesture Recognition”, 9th International Conference on Intelligent Information Technology (ICIIT 2024), Feb 23-25, 2024, DOI: 10.1145/3654522.3654544
Dinh Thuan Nguyen, Minh Khanh Phan, Phuong-Nam Tran, and Duc Ngoc Minh Dang, “Vietnamese Traffic Sign Recognition Using Deep Learning”, 9th International Conference on Intelligent Information Technology (ICIIT 2024), Feb 23-25, 2024, DOI: 10.1145/3654522.3654528
Chi Hung Le, Hung Phat Ly, Duc Tien Nguyen, Hanh Dang-Ngoc, Thuy-Duong Thi Vu, and Duc Ngoc Minh Dang, “Deep Learning Based Attendance Check System At FPT University”, 9th International Conference on Intelligent Information Technology (ICIIT 2024), Feb 23-25, 2024, DOI: 10.1145/3654522.3654584
Triet Minh Huynh, Duy Linh Nguyen, Thanh Tri Nguyen, Thuy-Duong Thi Vu, Hanh Dang-Ngoc, and Duc Ngoc Minh Dang, “CLIP-Prefix for Image Captioning and an Experiment on Blind Image Guessing”, The 10th EAI International Conference on Industrial Networks and Intelligent Systems (INISCOM 2024), Feb 20-21, 2024, DOI: 10.1007/978-3-031-67357-3_14
Binh Dang Hai, Huu Duc Nguyen, Thanh Nam Vo, Phuong-Nam Tran, Cuong Tuan Nguyen, and Duc Ngoc Minh Dang, “Performance Comparison in Traffic Sign Recognition using Deep Learning”, The 10th EAI International Conference on Industrial Networks and Intelligent Systems (INISCOM 2024), Feb 20-21, 2024, DOI: 10.1007/978-3-031-67357-3_9
Quan Bao Le, Kiet Tuan Trinh, Nguyen Dinh Hung Son, Phuong-Nam Tran, Cuong Tuan Nguyen, and Duc Ngoc Minh Dang, “MERSA: Multimodal Emotion Recognition with Self-Align Embedding”, The 38th International Conference on Information Networking (ICOIN 2024), Jan 17-19, 2024, DOI: 10.1109/ICOIN59985.2024.10572116
Nhat Truong Pham, Le Thi Phan, Duc Ngoc Minh Dang, and Balachandran Manavalan, “SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion”, The 12th International Symposium on Information and Communication Technology (SoICT 2023), Ho Chi Minh City, Vietnam, Dec 7-8, 2023, DOI: 10.1145/3628797.3628887
Duong Thanh Tran, Nguyen Doan Hieu Nguyen, Trung Thanh Pham, Phuong-Nam Tran, Thuy-Duong Thi Vu, and Duc Ngoc Minh Dang, “Vitexco: Exemplar-based Video Colorization using Vision Transformer”, The 14th International Conference on ICT Convergence (ICTC 2023), Jeju, Korea, Oct 11 -13, 2023, DOI: 10.1109/ICTC58733.2023.10393505
Duc-Hieu Hoang, Duc Ngoc Minh Dang, Hanh Dang-Ngoc, Anh-Khoa Tran, Phuong-Nam Tran, and Cuong Tuan Nguyen, “RBBA: ResNet - BERT - Bahdanau Attention for Image Caption Generator”, The 14th International Conference on ICT Convergence (ICTC 2023), Jeju, Korea, Oct 11 -13, 2023, DOI: 10.1109/ICTC58733.2023.10392496
Phuong-Nam Tran, Thuy-Duong Thi Vu, Nhat Truong Pham, Hanh Dang-Ngoc, and Duc Ngoc Minh Dang, “Comparative analysis of multi-loss functions for enhanced multi-modal speech emotion recognition”, The 14th International Conference on ICT Convergence (ICTC 2023), Jeju, Korea, Oct 11 -13, 2023, DOI: 10.1109/ICTC58733.2023.10392928
Nam Phuong Tran, Thuy-Duong Vu, Duc Ngoc Minh Dang, Nhat Truong Pham, and Anh Khoa Tran, “Multi-modal Speech Emotion Recognition: Improving Accuracy through Fusion of VGGish and BERT Features with Multi-head Attention”, 9th EAI International Conference on Industrial Networks and Intelligent Systems (INISCOM 2023), Ho Chi Minh City, Vietnam, Aug 2-3, 2023, DOI: 10.1007/978-3-031-47359-3_11
Phuc Tinh Vo, Viet Anh Nguyen, Xuyen Bao Le Nguyen, Duc Ngoc Minh Dang, and Anh Khoa Tran, “Performance Analysis of Distributed Learning in Edge Computing on Handwritten Digits Dataset”, 9th EAI International Conference on Industrial Networks and Intelligent Systems (INISCOM 2023), Ho Chi Minh City, Vietnam, Aug 2-3, 2023, DOI: 10.1007/978-3-031-47359-3_12
Nhat Truong Pham, Duc Ngoc Minh Dang, Bich Ngoc Hong Pham, and Sy Dzung Nguyen, “SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings”, 2023: 8th International Conference on Intelligent Information Technology (ICIIT 2023), Da Nang, Vietnam, Feb 24 - 26, 2023, DOI: 10.1145/3591569.3591610
Nhat Truong Pham, Anh-Tuan Tran, Bich Ngoc Hong Pham, Hanh Dang-Ngoc, Sy Dzung Nguyen, and Duc Ngoc Minh Dang, “Speech Emotion Recognition: A Brief Review of Multi-modal Multi-task Learning Approaches”, The 7th International Conference on Advanced Engineering – Theory and Applications (AETA-2022), Vietnam, Dec 8-10, 2022, DOI: 10.1007/978-981-99-8703-0_50

Unpublished Manuscripts

Duc Tai Phan, Duc-Hieu Hoang, Nhut Minh Nguyen, Phuong-Nam Tran, Nhat Truong Pham, Linh Le, and Duc Ngoc Minh Dang, “Training-free prototype fusion for few-shot fine-grained visual classification”, Available at SSRN (Preprint)
Phuong-Nam Tran, Nhat Truong Pham, Duc Ngoc Minh Dang, Eui-Nam Huh, Choong Seon Hong, “QTSeg: A Query Token-Based Dual-Mix Attention Framework with Multi-Level Feature Distribution for Medical Image Segmentation”, Available at arXiv:2412.17241 (Preprint)

Publication

Table of Contents

Journal Publications

Conference Proceedings

Unpublished Manuscripts