| 0 | An Effective AQI Estimation Using Sensor Data and Stacking Mechanism | IEEE International Conference on Intelligent Software Methodologies, Tools and Techniques, Proceedings | 2021 | | | Dat Q. Duong, Quang M. Le, Tan-Loc Nguyen-Tai, Hien D. Nguyen, Minh-Son Dao, Binh T. Nguyen | | Proceedings of 20th International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET 2021), Cancun, Mexico, pp. 405 – 418, Sept. 2021. | 11/07/2025 | https://drive.google.com/file/d/17Gu6IxH_59GEvfCom9PA4h8i8xStPFPT/view?usp=sharing |
| 1 | Multi-level Sentiment Analysis of Product Reviews based on Grammar Rules of Language | IEEE International Conference on Intelligent Software Methodologies, Tools and Techniques, Proceedings | 2021 | | | Hien D. Nguyen, Thanh Le, Khiem Tran, Son T. Luu, Suong N. Hoang, Hieu T. Phan | | Proceedings of 20th International Conference on Intelligent Software Methodologies, Tools, and Techniques (SOMET 2021), Cancun, Mexico, pp. 444 – 456, Sept. 2021. | 11/07/2025 | https://drive.google.com/file/d/17Gu6IxH_59GEvfCom9PA4h8i8xStPFPT/view?usp=sharing |
| 2 | Ontology-based Resume Searching System for Job Applicants in Information Technology | International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems | 2021 | | | Tung T. Phan, Vinh Q. Pham, Hien D. Nguyen, Anh T. Huynh, Dung A. Tran, Vuong T. Pham | | Proceedings of 34th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2021), Kuala Lumpur, Malaysia, July 2021. | 11/07/2025 | https://doi.org/10.1007/978-3-030-79457-6_23 |
| 3 | A method of Deep Reinforcement Learning for Simulation of Autonomous Vehicle Control | International Conference on Evaluation of Novel Approaches to Software Engineering | 2021 | | | Anh T. Huynh, Ba-Tung Nguyen, Hoai-Thu Nguyen, Sang Vu, Hien D. Nguyen | | Proceedings of 16th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2021), pp. 372 – 379, Online streaming, April 2021 | 11/07/2025 | https://www.scitepress.org/PublicationsDetail.aspx?ID=qX6cLwxVyXY=&t=1 |
| 4 | Unweighted Bipartite Matching For Robust Vehicle Counting | International Conference on Multimedia Analysis and Pattern Recognition | 2021 | | | Khanh Ho,Huy Bao Le,Khoa Nguyen,Thua Nguyen,Tien Do,Thanh Ngo Duc,Son Nguyen Thanh | | 978-1-6654-1910-9 | 11/07/2025 | https://ieeexplore.ieee.org/document/9585273 |
| 5 | A robust framework for mathematical formula detection | International Conference on Multimedia Analysis and Pattern Recognition | 2021 | | | Minh Tran,Tri Pham,Tien Nguyen,Tien Do,Thanh Duc Ngo | | 978-1-6654-1910-9 | 11/07/2025 | https://ieeexplore.ieee.org/abstract/document/9585197/ |
| 6 | Dictionary-Guided Scene Text Recognition | IEEE Conference on Computer Vision and Pattern Recognition | 2021 | | | Nguyen Nguyen, Thu Nguyen, Vinh Tran, Minh-Triet Tran, Thanh Duc Ngo, Thien Huu Nguyen, Minh Hoai | | Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 7383-7392 | 11/07/2025 | https://openaccess.thecvf.com/content/CVPR2021/papers/Nguyen_Dictionary-Guided_Scene_Text_Recognition_CVPR_2021_paper.pdf |
| 7 | Building a Vietnamese Dataset for Natural Language Inference Models | International Conference on Future Data and Security Engineering | 2021 | | | Chinh Trong Nguyen, Dang Tuan Nguyen | | pp. 185--199 | 11/07/2025 | https://link.springer.com/chapter/10.1007%2F978-981-16-8062-5_12 |
| 8 | A Vietnamese Answer Extraction Model Based on PhoBERT | International Conference on Advanced Computing and Applications | 2021 | | | Chinh Trong Nguyen, Dang Tuan Nguyen | | pp. 112--119 | 11/07/2025 | https://drive.google.com/file/d/180mYlMDf3xhXoDCa6vMAd1s3FyrIUTnV/view?usp=sharing |
| 9 | 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 | 11/07/2025 | https://doi.org/10.1007/978-3-030-92270-2_29 |
| 10 | 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 | | | 11/07/2025 | https://drive.google.com/file/d/1Le1TufaUIZNC58tmvoXeYr42XqjF1UGg/view?usp=sharing |
| 11 | 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 | | | 11/07/2025 | https://drive.google.com/file/d/1ACO5uvt6fEPbyxGbJz-VVXSgfWF5XEGG/view?usp=sharing |
| 12 | 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 | 11/07/2025 | https://dl.acm.org/doi/10.1145/3449726.3463152 |
| 13 | 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 | 11/07/2025 | https://link.springer.com/chapter/10.1007/978-3-030-76620-7_25 |
| 14 | 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 | | | Tu Do, Ngoc Hoang Luong | | IEA/AIE (1) 2021: 473-479 | 11/07/2025 | https://link.springer.com/chapter/10.1007/978-3-030-79457-6_40 |
| 15 | 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 | 11/07/2025 | https://link.springer.com/chapter/10.1007/978-3-030-79457-6_39 |
| 16 | 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 |
| 17 | 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 | |
| 18 | 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 |
| 19 | 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 |
| 20 | 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 | |
| 21 | 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 | |
| 22 | 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 | |
| 23 | 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 | |
