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.
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.
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, vol. 13, no. 1, 2026, DOI: 10.4108/eetinis.131.10903.
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, DOI: 0.15598/aeee.v24i2.250415.
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, vol. 163, 2026, DOI: 10.1016/j.engappai.2025.112624
Duc Ngoc Minh Dang, "Enhancing IEEE 802.11ah Networks: A Spatial Multi-Channel MAC Protocol", Advances in Electrical and Electronic Engineering, vol. 23, no. 2, pp. 105-116, 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, Duc Ngoc Minh Dang, "SwinTExCo: Exemplar-based Video Colorization using Swin Transformer", Expert Systems with Applications, vol. 260, pp. 125437, 2025, DOI: 10.1016/J.ESWA.2024.125437
Vo Phuc Tinh, Tran Anh Khoa, Pham Duc Lam, Nguyen Hoang Nam, Duc Ngoc Minh Dang, Duy-Dong Le, Thai-Thinh Dang, Van-Luong Nguyen, Thanh-Qui Pham, Thai-Binh Nguyen, "SMixSL: The Smashed-Mixture Technique for Split Learning With Localizable Features", IEEE Transactions on Emerging Topics in Computational Intelligence, 2025, DOI: 10.1109/TETCI.2024.3523698
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, Tran Anh Khoa, "CroSSHeteroFL: Cross-Stratified Sampling Composition-Fitting to Federated Learning for Heterogeneous Clients", IEEE Access, vol. 12, pp. 148011-148025, 2024, DOI: 10.1109/ACCESS.2024.3475737
Tran Anh Khoa, Trac Nguyen Dang, Tinh Vo Phuc, Nam Nguyen Hoang, Duc Ngoc Minh Dang, Son Hoang Hai, Lam Pham Duc, "Safety Is Our Friend: A Federated Learning Framework Toward Driver's State and Behavior Detection", IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 2340-2358, 2024, 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, Sy Dzung Nguyen, "Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition", Expert Systems with Applications, vol. 230, pp. 120608, 2023, DOI: 10.1016/J.ESWA.2023.120608
Hoang Hai Son, Vo Phuc Tinh, Duc Ngoc Minh Dang, Bui Thi Duyen, Duy-Dong Le, Thai-Thinh Dang, Quoc-Hung Nguyen, Thanh-Qui Pham, Van-Luong Nguyen, Tran Anh Khoa, Nguyen Hoang Nam, "A novel solution for energy-saving and lifetime-maximizing of LoRa wireless mesh networks", Journal of Information and Telecommunication, vol. 8, no. 1, pp. 1-17, 2023, DOI: 10.1080/24751839.2023.2235114
Hoang Hai Son, Anh Khoa Tran, Thanh Phong Doan, Huu Khoa Tran, Duc Ngoc Minh Dang, Hoang Nam Nguyen, "Design and implementation of a VoIP PBX integrated Vietnamese virtual assistant: a case study", Journal of Information and Telecommunication, vol. 7, no. 2, pp. 201-226, 2023, DOI: 10.1080/24751839.2023.2183631
Nhat Truong Pham, Sy Dzung Nguyen, Vu Song Thuy Nguyen, Bich Ngoc Hong Pham, Duc Ngoc Minh Dang, "Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network", Journal of Information and Telecommunication, vol. 7, no. 3, pp. 317-335, 2023, DOI: 10.1080/24751839.2023.2187278
Tran Anh-Tuan, Nhat Truong Pham, Van Van Huynh, Duc Ngoc Minh Dang, "Stabilizing and Enhancing Frequency Control of Power System Using Decentralized Observer-Based Sliding Mode Control", Journal of Control, Automation and Electrical Systems, vol. 34, pp. 541-553, 2023, DOI: 10.1007/S40313-022-00979-Y
Tran Anh Khoa, Nguyen Quang Minh, Hoang Hai Son, Cao Nguyen Dang Khoa, Dinh Ngoc Tan, Nguyen VanDung, Nguyen Hoang Nam, Duc Ngoc Minh Dang, Nguyen Trung Tin, "Wireless sensor networks and machine learning meet climate change prediction", International Journal of Communication Systems, vol. 34, no. 3, pp. 1-18, 2021, DOI: 10.1002/DAC.4687
Duc Ngoc Minh Dang, Quynh T. Ngo, Quan Le-Trung, "An adaptive and cooperative MAC protocol in vehicular ad hoc network: design and performance analysis", International Journal of Ad Hoc and Ubiquitous Computing, vol. 35, no. 4, pp. 191-204, 2020, DOI: 10.1504/IJAHUC.2020.10033621
Quynh Tu Ngo, Duc Ngoc Minh Dang, Quan Le-Trung, "Extreme Power Saving Directional MAC Protocol in IEEE 802.11ah Networks", IET Networks, vol. 9, no. 4, pp. 180-188, 2020, DOI: 10.1049/iet-net.2019.0176
Anh Khoa Tran, Cao Hoang Phuc, Pham Duc Lam, Le Mai Bao Nhu, Nguyen Minh Trong, Nguyen Thi Hoang Phuong, Nguyen Van Dung, Nguyen Tan-Y, Hoang Nam Nguyen, Duc Ngoc Minh Dang, "Waste Management System Using IoT-Based Machine Learning in University", Wireless Communications and Mobile Computing, vol. 2020, pp. 1-13, 2020, DOI: 10.1155/2020/6138637
Tran Anh Khoa, Le Mai Bao Nhu, Hoang Hai Son, Nguyen Minh Trong, Cao Hoang Phuc, Nguyen Thi Hoang Phuong, Nguyen Van Dung, Nguyen Hoang Nam, Dong Si Thien Chau, Duc Ngoc Minh Dang, "Designing Efficient Smart Home Management with IoT Smart Lighting: A Case Study", Wireless Communications and Mobile Computing, vol. 2020, pp. 1-18, 2020, DOI: 10.1155/2020/8896637
Nhat Truong Pham, Duc Ngoc Minh Dang, Sy Dung Nguyen, "A Method upon Deep Learning for Speech Emotion Recognition", Journal of Advanced Engineering and Computation, vol. 4, no. 4, pp. 273-285, 2020, DOI: 10.25073/JAEC.202044.311
Quynh Tu Ngo, Duc Ngoc Minh Dang, Khoa Anh Tran, "Flying Height Optimization for Unmanned Aerial Vehicles in Cellular - Flying Adhoc Network", Journal of Advanced Engineering and Computation, vol. 2, no. 4, pp. 216-223, 2018, DOI: 10.25073/JAEC.201824.210
Duc Ngoc Minh Dang, VanDung Nguyen, Tra Huong Thi Le, Choong Seon Hong, Jongwon Choe, "An efficient multi-channel MAC protocol for wireless ad hoc networks", Ad Hoc Networks, vol. 44, pp. 46-57, 2016, DOI: 10.1016/j.adhoc.2016.02.013
Thant Zin Oo, Nguyen H. Tran, Duc Ngoc Minh Dang, Zhu Han, Long Bao Le, Choong Seon Hong, "OMF-MAC: An Opportunistic Matched Filter-Based MAC in Cognitive Radio Networks", IEEE Transactions on Vehicular Technology, vol. 65, no. 4, pp. 2544-2559, 2016, DOI: 10.1109/tvt.2015.2415033
Phuong Luu Vo, Duc Ngoc Minh Dang, Sungwon Lee, Choong Seon Hong, Trung-Quan Le, "A coalitional game approach for fractional cooperative caching in content-oriented networks", Computer Networks, vol. 77, pp. 144-152, 2015, DOI: 10.1016/j.comnet.2014.12.005
Duc Ngoc Minh Dang, Choong Seon Hong, Sungwon Lee, "A hybrid multi-channel MAC protocol for wireless ad hoc networks", Wireless Networks, vol. 21, pp. 387-404, 2015, DOI: 10.1007/S11276-014-0789-8
Duc Ngoc Minh Dang, Choong Seon Hong, Sungwon Lee, Eui-Nam Huh, "An Efficient and Reliable MAC in VANETs", IEEE Communications Letters, vol. 18, no. 4, pp. 616-619, 2014, DOI: 10.1109/LCOMM.2014.030114.132504
Duc Ngoc Minh Dang, Choong Seon Hong, Sungwon Lee, Jaejo Lee, "A SINR-based MAC protocol for wireless ad hoc networks", IEEE Communications Letters, vol. 16, no. 12, pp. 2016-2019, 2012, DOI: 10.1109/LCOMM.2012.111412.121916
Hanh Dang-Ngoc, Duc Ngoc Minh Dang, and My Le My Dang, “Secrecy Performance of Sidelobe-Controlled UPA Beamforming for UAV Communications Under Ground Eavesdropper Location Uncertainty,” The 5th International Conference on Intelligence of Things (ICIT) 2026, 2026.
Hanh Dang-Ngoc, Nhut Minh Nguyen, and Duc Ngoc Minh Dang, “A UAV-Enabled Framework for Early Rip-Current Warning Using Lightweight Patch-Based Inference and Temporally Stabilized Risk Estimation,” The 5th International Conference on Intelligence of Things (ICIT) 2026, 2026.
Duc Tai Phan, Lam Phuong Nguyen, Nam Van Hai Phan, Tri Nguyen Thai, and Duc Ngoc Minh Dang, “Three-Rank Calibrated Entropy-Weighted Clustering for Active Learning with Vision-Language Models,” The 5th International Conference on Intelligence of Things (ICIT) 2026, 2026.
Nhut Minh Nguyen, Nhat Truong Pham, Quang Nhan Hoang, Hanh Dang-Ngoc, Anh Nguyen Truc Mai, and Duc Ngoc Minh Dang, “Prompt-Guided Missing Modality Completion for Multimodal Emotion Recognition,” 2026 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2026.
Bao Quoc Nguyen, Hoang Khang Trang, Nhut Minh Nguyen, and Duc Ngoc Minh Dang, “Relational and Sequential Learning for Transition-Aware Multimodal Emotion Recognition in Conversation,” 2026 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2026.
Dang Nguyen Huu Duc, Nhut Minh Nguyen, Quang Nhan Hoang, Nhat Khanh Le, and Duc Ngoc Minh Dang, “A Domain-Adaptive Kolmogorov-Arnold Network for Cross-Subject EEG-Based Emotion Recognition,” 2026 International Conference on Advanced Technologies for Communications (ATC), 2026.
Nhut Minh Nguyen, Duc Tai Phan, Dang Nguyen Huu Duc, Nguyen Thu Ky, and Duc Ngoc Minh Dang, “Audio-Guided Repair Gate for ASR-Robust Speech Emotion Recognition,” 2026 International Conference on Advanced Technologies for Communications (ATC), 2026.
Huy Tuan Le, Ngoc Minh Luong, Dang Nguyen Huu Duc, Quang Nhan Hoang, Tuan Cuong Nguyen, and Duc Ngoc Minh Dang, “KMFed: A Lightweight and Robust Byzantine-Resilient Federated Learning Defensive Framework for Edge Object Detection,” 2026 International Conference on Advanced Technologies for Communications (ATC), 2026.
Anh Thi Minh Tran, Quan Trung Do, Dung Tri Nguyen, Dat Huu Ngo, Nguyen Doan Hieu Nguyen, and Duc Ngoc Minh Dang, “JHNSplice: Improving Robustness of Splice Site Prediction Under Class Imbalance via Nucleotide Transformer Embeddings and Multi-Distribution Ensemble Learning,” 2026 International Conference on Advanced Technologies for Communications (ATC), 2026.
Hong Anh Vo, Toan-Van Nguyen, Phuong L Vo, and Duc Ngoc Minh Dang, “PiecewiseSNR Training for Robust Multi-Hop Semantic Image Transmission,” 2026 International Conference on Advanced Technologies for Communications (ATC), 2026.
Lam Phuong Nguyen, Duc Tai Phan, Duc-Hieu Hoang, Tri Nguyen Thai, Tuan Cuong Nguyen, and Duc Ngoc Minh Dang, “DVAL: Detector and Vision-Language Active Learning for Traffic Sign Detection,” 2026 International Conference on Advanced Technologies for Communications (ATC), 2026.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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 2026.
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, 2025.
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.
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, 2025.
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.
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.
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.
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.
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 2025.
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 2025.
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 2025.
Nam Van Hai Phan, Minh-Khoa Nguyen, Thanh Trung Nguyen, Thanh Trung Pham, Phuong-Nam Tran, and Duc Ngoc Minh Dang. "Mask CoMER: Enhancing Handwritten Mathematical Expression Recognition with Masked Language Pretraining and Regularization." International Conference on Document Analysis and Recognition (ICDAR), Wuhan, Hubei, China, Sep 16–21, 2025.
Phan, Binh Huynh Thanh, 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," 6th International Conference on Machine Learning and Human-Computer Interaction (MLHMI), Kawasaki, Japan, 2025, pp. 69-73, 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
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
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
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
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
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
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
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
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
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
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
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
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), January 17-19, 2024
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
Duong Thanh Tran, Hieu-Nguyen Nguyen-Doan, Trung Thanh Pham, Phuong-Nam Tran, Thuy-Duong Thi Vu, 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
Duc-Hieu Hoang, Duc Ngoc Minh Dang, Hanh Dang-Ngoc, Anh-Khoa Tran, Phuong-Nam Tran, 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
Phuong-Nam Tran, Thuy-Duong Thi Vu, Nhat Truong Pham, Hanh Dang-Ngoc, 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
Nam Phuong Tran, Thuy-Duong Vu, Duc Ngoc Minh Dang, Nhat Truong Pham, 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
Phuc Tinh Vo, Viet Anh Nguyen, Xuyen Bao Le Nguyen, Duc Ngoc Minh Dang, 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
Duc Ngoc Minh Dang and Nhat Truong Pham, "Uplink registration-based MAC protocol for IEEE 802.11ah networks“, 2023: 8th International Conference on Intelligent Information Technology (ICIIT 2023), Da Nang, Vietnam, February 24 - 26, 2023.
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, February 24 - 26, 2023.
Duc Ngoc Minh Dang, Khoa Anh Tran, and Nhat Truong Pham, "Priority-based Uplink Raw Slot Utilization in The IEEE 802.11ah Networks", The 7th International Conference on Advanced Engineering – Theory and Applications (AETA-2022), Vietnam, Dec 8-10, 2022.
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.
Duc Ngoc Minh Dang, Van-Thau Tran, Lam Hoang Nguyen, Nhat Truong Pham, Tran Anh Khoa, Hanh Ngoc Dang, “Space-Frequency Diversity based MAC protocol for IEEE 802.11ah networks”, 2022 International Conference on Advanced Technologies for Communications (ATC-2022), Hanoi Capital, Vietnam, October 20 - 22, 2022.
Nhat Truong Pham, Van Dung Pham, Qui Nguyen-Van, Bao Hung Nguyen, Duc Ngoc Minh Dang, Sy Dzung Nguyen, "Vietnamese Scene Text Detection and Recognition using Deep Learning: An Empirical Study", 6th International Conference on Green Technology and Sustainable Development (GTSD 2022), Nha Trang, Vietnam, 2022.
Van Dung Pham, Le Quan Nguyen, Nhat Truong Pham, Bao Hung Nguyen, Duc Ngoc Minh Dang, Sy Dzung Nguyen, "Key Information Extraction from Mobile-Captured Vietnamese Receipt Images using Graph Neural Networks Approach", 6th International Conference on Green Technology and Sustainable Development (GTSD 2022), Nha Trang, Vietnam, 2022.
Duc Ngoc Minh Dang, Tran Anh Khoa, Nhat Truong Pham, Tran Khanh Duong, and Hanh Dang-Ngoc, "Safety Message Broadcast Reliability Enhancement MAC Protocol in VANETs", 9th International Conference on Communications and Electronics (ICCE-2022), Nha Trang, Vietnam, 2022.
Son Cao Nguyen, Minh Hoang, Tinh Phuc Vo, Duc Ngoc Minh Dang, “Efficient Resource Allocation using Federated Learning in Cellular Networks”, Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR '22), 2022.
Tran Anh Khoa; Nguyen Minh Trong; Le Mai Bao Nhu; Cao Hoang Phuc; VanDung Nguyen; Duc Ngoc Minh Dang, "Design of a Soil Moisture Sensor for Application in a Smart Watering System", 2021 IEEE Sensors Applications Symposium (SAS).
Tran Anh Khoa, Dinh Nguyen The Truong, Duc Ngoc Minh Dang, "Cross-Modal Deep Neural Networks based Smartphone Authentication for Intelligent Things System", The 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR '21), 2021.
Pham Chi Bao; Dang Van Xuan Huong; Duc Ngoc Minh Dang; Quan Le Trung; Lam Duc Khai, “High throughput and low complexity implementation for uplink scheme of 5g technology”, The 26th International Conference on Telecommunications, Hanoi, Vietnam, Apr 8-10, 2019.
Quynh Tu Ngo, Duc Ngoc Minh Dang, Le Trung Quan, Lam Duc Khai, “A Novel Directional MAC in Restricted Access Window for IEEE 802.11ah Networks”, The 26th International Conference on Telecommunications, Hanoi, Vietnam, Apr 8-10, 2019.
Duc Ngoc Minh Dang, Quynh Tu Ngo, Hanh Ngoc Dang, Phuong Luu Vo, “Analytical Study of the IEEE 1609.4 MAC in Vehicular Ad Hoc Networks”, The International Conference on Advanced Engineering – Theory and Applications (AETA-2017), HCMC, Vietnam, Dec 7-9, 2017.
Quynh Tu Ngo, Duc Ngoc Minh Dang, “Enhanced Self-sorting Based MAC Protocol for Vehicular Ad-Hoc Networks”, The International Conference on Advanced Engineering – Theory and Applications (AETA-2017), HCMC, Vietnam, Dec 7-9, 2017.
Duc Ngoc Minh Dang, Quynh Tu Ngo, Hanh Ngoc Dang, Phuong Luu Vo, and Choong Seon Hong, "Directional Multi-channel MAC for VANETs", The International Conference on Advanced Engineering – Theory and Applications (AETA-2016), Busan, Korea, Dec 8-10, 2016.
Quynh Tu Ngo, Duc Ngoc Minh Dang, "A Dynamic Cooperative MAC Protocol for Vehicular Ad-hoc Networks", The International Conference on Advanced Engineering – Theory and Applications (AETA-2016), Busan, Korea, Dec 8-10, 2016.
Phuong L. Vo, Long Van Nguyen, Tuan-Anh Le, and Duc Ngoc Minh Dang, “A QoE-based Caching Algorithm for HTTP Adaptive Streaming Contents in Radio Access Networks”, International Conference on Communications and Electronics (ICCE-2016), Ha Long, Vietnam, Jul 27-29, 2016.
Duc Ngoc Minh Dang, Quynh Tu Ngo, Hanh Ngoc Dang, and Choong Seon Hong, "A Multi-channel MAC Protocol with Power Control for Wireless Ad hoc Networks", The International Conference on Advanced Engineering – Theory and Applications (AETA-2015), Ho Chi Minh City, Vietnam, Dec 9-11. 2015.
Duc Ngoc Minh Dang, Hanh Ngoc Dang, Phuong Luu Vo and Quynh Tu Ngo, "A Cooperative - Efficient - Reliable MAC protocol for Vehicular Ad hoc Networks", 2015 International Conference on Advanced Technologies for Communications (ATC-2015), Ho Chi Minh City, Vietnam, Oct 14-16, 2015.
Duc Ngoc Minh Dang, Tra Huong Thi Le, Hyo Sung Kang, Choong Seon Hong, and Jongwon Choe, “Multi-channel MAC protocol with Directional Antennas in Wireless Ad hoc Networks”, International Conference on Information Networking (ICOIN-2015), Siem Riep, Cambodia, Jan 12-14, 2015.
VanDung Nguyen, Oanh Tran, Duc Ngoc Minh Dang, Choong Seon Hong, “Application of the Lowest-ID Algorithm in Cluster-based TDMA System for VANETs”, International Conference on Information Networking (ICOIN-2015), Siem Riep, Cambodia, Jan 12-14, 2015.
Phuong Luu Vo, Tuan-Anh Le, Saeed Ullah, and Duc Ngoc Minh Dang, "Content Caching for Adaptive Bit Rate Streaming in Cache Networks", International Conference on Advanced Computing and Applications (ACOMP 2014), HCMC, Vietnam, 19-21 Nov. 2014.
Duc Ngoc Minh Dang, VanDung Nguyen, Pham Chuan, Thant Zin Oo and Choong Seon Hong, "A Reliable Multi-hop Safety Message Broadcast in Vehicular Ad hoc Networks", 16th Asia-Pacific Network Operations and Management Symposium (APNOMS-2014), Taiwan, 17-19 Sep. 2014. [link]
VanDung Nguyen, Duc Ngoc Minh Dang, Sungman Jang, Choong Seon Hong, "e-VeMAC: An Enhanced Vehicular MAC Protocol to Mitigate the Exposed Terminal Problem", 16th Asia-Pacific Network Operations and Management Symposium (APNOMS-2014), Taiwan, 17-19 Sep. 2014. [link]
Duc Ngoc Minh Dang, Hanh Ngoc Dang, VanDung Nguyen, Zaw Htike and Choong Seon Hong, "HER-MAC: A Hybrid Efficient and Reliable MAC for Vehicular Ad hoc Networks", 28th IEEE International Conference on Advanced Information Networking and Applications (AINA-2014), pp 186 - 193, Victoria, Canada, 13-16 May. 2014. [acceptance rate = 27%] [link] [ppt]
Cuong Do The, Duc Ngoc Minh Dang, Tuan Le Anh, Nguyen Tran Hoang, Rim Haw and Choong Seon Hong, "Power Control under QoS and Interference Constraint in Femtocell Cognitive Networks", International Conference on Information Networking (ICOIN 2014), Phuket, Thailand, 10-12 Feb. 2014. [link]
Duc Ngoc Minh Dang, Phuong Luu Vo, Chi Kwang Hwang and Choong Seon Hong, "Mitigating starvation in Wireless Ad hoc Networks: Multi-channel MAC and Power Control", 8th International Conference on Ubiquitous Information Management and Communication (IMCOM-2014), Siem Riep, Cambodia, 9-12 Jan. 2014. [link] [ppt] [Nominee for the Best Paper Award]
Duc Ngoc Minh Dang, Hanh Ngoc Dang, Cuong T. Do and Choong Seon Hong, "Performance analysis of the IEEE 802.11p under finite traffic conditions", International Conference on Advanced Engineering – Theory and Applications (AETA-2013), pp 191-199, 11-13 Dec. 2013, Ho Chi Minh City, Vietnam. [link]
Duc Ngoc Minh Dang, Hanh Ngoc Dang, Cuong T. Do and Choong Seon Hong, "An Efficient and Reliable MAC for Vehicular Ad Hoc Networks", 15th Asia-Pacific Network Operations and Management Symposium (APNOMS-2013), pp.1-5, 25-27 Sep. 2013, Hiroshima, Japan. [link] [ppt] [Nominee for the Best Paper Award]
Duc Ngoc Minh Dang, Hanh Ngoc Dang, Cuong T. Do and Choong Seon Hong, "An Enhanced Multi-channel MAC for Vehicular Ad Hoc Networks", IEEE Wireless Communications and Networking Conference (WCNC-2013), pp.351-355, 7-10 Apr. 2013, Shanghai, China.[link]
Duc Ngoc Minh Dang, Mui Van Nguyen, Choong Seon Hong, Sungwon Lee and Kwangsue Chung, "An Energy Efficient Multi-channel MAC Protocol for Wireless Ad hoc Networks", IEEE Global Communications Conference (GLOBECOM-2012), pp.433-438, 3-7 Dec. 2012, Anaheim, California, USA. [link]
Duc Ngoc Minh Dang, Nguyen Tran Quang, Choong Seon Hong and Jin Pyo Hong, "An Enhanced Multi-channel MAC Protocol for Wireless Ad hoc Networks", 14th Asia-Pacific Network Operations and Management Symposium (APNOMS-2012), pp.1-4, 25-27 Sep. 2012, Seoul, Korea. [link]
Duc Ngoc Minh Dang, Choong Seon Hong, "A SINR-based Transmission Power Control for MAC Protocol in Wireless Ad hoc Networks", Fourth International Conference on Communications and Electronics (ICCE-2012), pp.103-107, 1-3 Aug. 2012, Hue, Vietnam. [link]
Duc Ngoc Minh Dang, Choong Seon Hong, "H-MMAC: A Hybrid Multi-channel MAC Protocol for Wireless Ad hoc Networks", IEEE International Conference on Communications (ICC-2012) SaCoNet-III, pp.6489-6493, 10-15 Jun. 2012, Ottawa, Canada. [link]
Dang Ngoc Minh Duc, Dang Ngoc Hanh, "Receiver Based Multi-Channel MAC Protocol for Ad hoc Network", International Symposium on Electrical – Electronics Engineering 2011, Ton Duc Thang University, HCMC, Jun. 2011. [pdf]
Pham Hong Lien, Dang Ngoc Minh Duc, Tran Cong Vinh, "Cải Thiện Chất Lượng Hệ Thống MC-MC-CDMA Bằng Phép Biến Đổi Wavelet Packets", International Symposium on Electrical - Electronics Engineering 2009, Ton Duc Thang University, HCMC, Feb. 2009.
Pham Hong Lien, Dang Ngoc Minh Duc, "New Multiuser Detection Schemes for Multicode-Multicarrier-CDMA System", International Symposium on Electrical - Electronics Engineering 2007 Ho Chi Minh City University of Technology, HCMC, pp. 23-27, Oct 2007.
Duc Ngoc Minh Dang, Choong Seon Hong, Sungwon Lee and Jongwon Choe, "Performance Analysis of IEEE 802.11p MAC Protocol in VANETs", 정보과학회논문지:컴퓨팅의 실제 및 레터, Volume 20, Number 1, pp.11-15, Jan 2014. [pdf]
Duc Ngoc Minh Dang, Tra Huong Thi Le, and Choong Seon Hong, "Enhanced multi-channel MAC protocols in Wireless Ad hoc Networks", 한국정보과학회 제 41회 동계 학술발표회 (KIISE), 대한민국 평창, Dec. 18, 2014
VanDung Nguyen, Oanh Tran Thi Kim, Duc Ngoc Minh Dang, and Choong Seon Hong, "The improvement algorithm of cluster-head election in Cluster-based TDMA System for VANETs", 한국정보과학회 제 41회 동계 학술발표회 (KIISE), 대한민국 평창, Dec. 18, 2014
Tra Huong Thi Le, Duc Ngoc Minh Dang, Choong Seon Hong, "Improving spatial reuse of wireless channel", 한국정보과학회 제 41회 동계 학술발표회 (KIISE), 대한민국 평창, Dec. 18, 2014
Duc Ngoc Minh Dang, VanDung Nguyen, Choong Seon Hong, "A Cooperative - Efficient - Reliable MAC for VANETs", KCC 2014, Busan, Korea, Jun. 2014. [pdf] (Best paper award)
VanDung Nguyen, Duc Ngoc Minh Dang, Choong Seon Hong, "Parallel Transmission Problem in the VeMAC Protocol", 2014 한국컴퓨터종합학술대회(KCC 2014), 2014.06.25~27(26)
VanDung Nguyen, Duc Ngoc Minh Dang and Choong Seon Hong, "AE-VeMAC An Enhanced VeMAC Protocol for Vehicular Ad hoc Networks", 한국통신학회 2014년 통신망운용관리학술대회(KNOM 2014), 2014.05.15~16(16)
VanDung Nguyen, Oanh Thi Kim Tran, Duc Ngoc Minh Dang and Choong Seon Hong, "An Enhanced VeMAC Protocol", 한국스마트미디어학회 2014년 춘계학술대회, 2014.04.25~26(26)
Duc Ngoc Minh Dang, VanDung Nguyen, Choong Seon Hong, "A Hybrid Efficient - Reliable MAC for VANETs", KIISE 2013, Jeju, Korea, Nov. 2013. [pdf]
Zaw Htike, Duc Ngoc Minh Dang, Choong Seon Hong, "Cooperative Spectrum Sharing Among Primary and Secondary Users in Cognitive Radio Networks", KIISE 2013, Jeju, Korea, Nov. 2013. [pdf]
Duc Ngoc Minh Dang, Sungwon Lee, and Choong Seon Hong, "Performance Analysis of IEEE 802.11p MAC Protocol in Vehicular Ad hoc Networks", KCC 2013, Yeosu, Korea, Jun. 2013. [pdf] (Best paper award)
Zaw Htike, Duc Ngoc Minh Dang, Choong Seon Hong, "Investigating Various Interval Assignments in IEEE 1609.4 Multichannel MAC Protocol", KCC 2013, Yeosu, Korea, Jun. 2013. [pdf]
Duc Ngoc Minh Dang, Choong Seon Hong, "A Multi-channel MAC Protocol for VANETs", KIISE 2012, CNU, Korea, Nov. 2012. [pdf]
Duc Ngoc Minh Dang, Tran Quang Nguyen, Choong Seon Hong, "A Novel Multi-channel MAC Protocol for Ad hoc Networks", KCC 2012, Jeju, Korea, Jun. 2012. [pdf] (Best paper award)
Tran Quang Nguyen, Duc Ngoc Minh Dang, Choong Seon Hong, "Joint Scheduling and Flow Control for Multi-hop Cognitive Radio Network with Spectrum Underlay", KCC 2012, Jeju, Korea, Jun. 2012. [pdf]
Dang Ngoc Minh Duc, Choong Seon Hong, "A Multi-channel MAC Protocol with Power Control for Ad hoc Networks", KIISE 2011, SNU, Korea, Nov. 2011. [pdf]
Bui Huu Hiep
"Design a spatial multi-channel MAC protocol for IEEE 802.11ah", Ton Duc Thang University, 2023
Nguyen Tan Long
"Priority-based uplink RAW slot utilization for uplink performance enhancement in IEEE 802.11ah networks", Ton Duc Thang University, 2023
Nguyen Thanh Phong
"Design an uplink registration-based MAC protocol for IEEE 802.11ah networks", Ton Duc Thang University, 2023
Tran Van Thau
"Multi-Channel MAC protocol for IEEE 802.11ah wireless networks", Ton Duc Thang University, 2021
Pham Nhat Truong
"A method upon deep learning for speech emotion recognition", Ton Duc Thang University, 2021
Tran Khanh Duong
"Enhancing the reliability of broadcasting safety message in VANETs", Ton Duc Thang University, 2020
Ngo Tu Quynh
"A Dynamic Cooperative MAC Protocol for Vehicular Ad-hoc Networks", Ho Chi Minh City University of Science, 2016