| 0 | Training-Free Multi-Objective Evolutionary Neural Architecture Search via Neural Tangent Kernel and Number of Linear Regions | International Conference on Neural Information Processing | 2021 | | | Tu Do, Ngoc Hoang Luong | | ICONIP (2) 2021: 335--347 | 20/08/2025 | https://doi.org/10.1007/978-3-030-92270-2_29 |
| 1 | Enhancing Twin Delayed Deep Deterministic Policy Gradient with Cross-Entropy Method | NAFOSTED Conference on Information and Computer Science | 2021 | | | Hieu Trung Nguyen | Khang Tran, Ngoc Hoang Luong | | 20/08/2025 | https://doi.org/10.1109/NICS54270.2021.9701549 |
| 2 | Efficiency Enhancement of Evolutionary Neural Architecture Search via Training-Free Initialization | NAFOSTED Conference on Information and Computer Science | 2021 | | | Quan Minh Phan | Ngoc Hoang Luong | | 20/08/2025 | https://doi.org/10.1109/NICS54270.2021.9701573 |
| 3 | Hybrid linkage learning for permutation optimization with Gene-pool optimal mixing evolutionary algorithms | Genetic and Evolutionary Computation Conference | 2021 | | | Michal Witold Przewozniczek, Marcin M. Komarnicki, Peter A. N. Bosman, Dirk Thierens, Bartosz Frej, Ngoc Hoang Luong | | GECCO Companion 2021: 1442-1450 | 08/02/2026 | https://dl.acm.org/doi/10.1145/3449726.3463152 |
| 4 | Applying Deep Reinforcement Learning in Automated Stock Trading | International Conference on Artificial Intelligence and Computational Intelligence | 2021 | | | Hieu Trung Nguyen, Ngoc Hoang Luong | | AICI 2021: 285-297 | 08/02/2026 | https://link.springer.com/chapter/10.1007/978-3-030-76620-7_25 |
| 5 | Insightful and Practical Multi-objective Convolutional Neural Network Architecture Search with Evolutionary Algorithms | International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems | 2021 | | 978-3-030-79456-9 | Tu Do, Ngoc Hoang Luong | | IEA/AIE (1) 2021: 473-479 | 20/08/2025 | https://doi.org/10.1007/978-3-030-79457-6_40 |
| 6 | Enhancing Multi-objective Evolutionary Neural Architecture Search with Surrogate Models and Potential Point-Guided Local Searches | International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems | 2021 | | | Quan Minh Phan, Ngoc Hoang Luong | | IEA/AIE (1) 2021: 460-472 | 20/08/2025 | https://link.springer.com/chapter/10.1007/978-3-030-79457-6_39 |
| 7 | A robust framework for mathematical formula detection | 109 | 2021 | | | Minh Tran, Tri Pham, Tien Nguyen, Tien Do, Thanh Ngo Duc | | | 08/02/2026 | https://ieeexplore.ieee.org/document/9585197 |
| 8 | Span Labeling Approach for Vietnamese and Chinese Word Segmentation | In Proceedings of the 18th Pacific Rim International Conference on Artificial Intelligence | 2021 | 978-3-030-89362-0 | 978-3-030-89363-7 | Duc-Vu Nguyen | Linh-Bao Vo, Dang Van Thin, and Ngan Luu-Thuy Nguyen | | 01/11/2021 | https://doi.org/10.1007/978-3-030-89363-7_19 |
| 9 | Building Sustainable Food Supply Chain Management System Based On Hyperledger Fabric Blockchain | 15TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND APPLICATIONS | 2021 | | | Khoa Tan VO | Anh-Thu Nguyen-Thi
Tu-Anh Nguyen-Hoang | | 17/10/2021 | |
| 10 | Proctors Assignment at the University of Information Technology – VNU HCM | The 20th International Conference on Intelligent Software Methodologies, Tools, and Techniques | 2021 | 978-1-64368-194-8 | 978-1-64368-195-5 | Huỳnh Thiện Ý | Đỗ Trọng Hợp
Nguyễn Thanh Bình | | 14/10/2021 | https://ebooks.iospress.nl/doi/10.3233/FAIA210038 |
| 11 | Parsing Digitized Vietnamese Paper Documents | International Conference on Computer Analysis of Images and Patterns | 2021 | | | Linh Truong Dieu | Thuan Trong Nguyen
Nguyen D Vo
Tam V Nguyen
Khang Nguyen | | 04/10/2021 | https://par.nsf.gov/biblio/10277210 |
| 12 | Deep-IDS: A lightweight Neural Network based Intrusion Detection System | International Conference on Research in Intelligent and Computing in Engineering | 2021 | | | Xuan-Duong Nguyen | Xuan-Ha Nguyen, Hoang-Hai Huynh, Kim-Hung Le | | 02/10/2021 | |
| 13 | A Real-Time Evaluation Framework for Machine learning-based IDS | International Conference on Research in Intelligent and Computing in Engineering | 2021 | | | Anh-Hao Vu | Minh-Quan Nguyen-Khac, Xuan-Thanh Do, Kim-Hung Le | | 02/10/2021 | |
| 14 | Towards Remote Deployment for Intrusion Detection System to IoT Edge devices | International Conference on Research in Intelligent and Computing in Engineering | 2021 | | | Xuan-Thanh Do | Kim-Hung Le | | 02/10/2021 | |
| 15 | Empirical Performance Evaluation of Machine Learning based DDoS Attack Detections | International Conference on Research in Intelligent and Computing in Engineering | 2021 | | | Bao-Sam Tran | Thi-Huyen Ho, Xuan-Thanh Do, Kim-Hung Le | | 02/10/2021 | |
| 16 | LS-TFP: A LSTM-Based Traffic Flow Prediction Method in Intelligent Internet of Things | International Conference on Research in Intelligent and Computing in Engineering | 2021 | | | Nhu-Y Tran-Van | Nhat-Tuan Pham, Kim-Hung Le | | 10/05/2022 | |
| 17 | Artificial Cognition for Early Leaf Disease Detection using Vision Transformers | International Conference on Advanced Technologies for Communications | 2021 | | | Huy-Tan Thai | Nhu-Y Tran-Van
Kim-Hung Le | | 11/05/2022 | |
| 18 | Feature Learning by Least Generalization | 30th International Conference on Inductive Logic Programming | 2021 | | | Hien D. Nguyen | Chiaki Sakama | | 22/10/2021 | |
| 19 | Design an Intelligent Problem Solver in Mathematics based on Integrated-Knowledge Model | Proceedings of 13th IEEE International Conference on Knowledge and Systems Engineering | 2021 | | | Hien D. Nguyen | Linh Nguyen, Nha P. Tran, Van-Thanh Nguyen-Le, Sang Vu | | 17/09/2021 | |
| 20 | Influence Prediction on Social Media Network through Contents and Interaction Behaviors using Attention-based Knowledge Graph | Proceedings of 13th IEEE International Conference on Knowledge and Systems Engineering | 2021 | | | Quan M. Tran | Hien D. Nguyen, Binh T. Nguyen, Vuong T. Pham, Trong T. Le | | 17/09/2021 | |
| 21 | Federated learning-based intrusion detection in the context of IIoT networks: Poisoning Attack and defense | 15th International Conference on Network and System Security (NSS 2021) | 2021 | | | Nguyen Chi Vy | Nguyen Huu Quyen , Phan The Duy, Van-Hau Pham | | 17/09/2021 | |
| 22 | A Deep Transfer Learning Approach for Flow-based Intrusion Detection in SDN-enabled Network | The 20th International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET 2021) | 2021 | | | Phan Thế Duy | Nghi Hoang Khoa, Hoang Hiep, Nguyen Ba Tuan, Hien Do Hoang, Do Thi Thu Hien, Van-Hau Pham | | 17/09/2021 | |
| 23 | A Blockchain-based Secured and Privacy-Preserved Personal Healthcare Record Exchange System | The Sixth International Conference on Research in Intelligent Computing in Engineering (RICE-2021) | 2021 | | | Đỗ Hoàng Hiển | Do Thi Thu Hien , Thach Canh Nhut , Phan Dang Truc Quyen , Phan The Duy , Van-Hau Pham | | 17/09/2021 | |
| 24 | Strengthening IDS against Evasion Attacks with GAN-based Adversarial Samples in SDN-enabled network | The 15th IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF 2021) | 2021 | | | Cao Phan Xuan Qui | Dang Hong Quang, Phan The Duy, Do Thi Thu Hien, Van-Hau Pham | | 16/09/2021 | |
