Home » AI Researchs » Research Team » Foundation Models

Introduction

Recent advancements in AI are bringing about significant changes and reshaping various aspects of the socio-economic landscape. At the forefront of this progress is a powerful machine learning approach known as foundational models. These models have revolutionized fields such as natural language processing, computer vision, speech processing, and bioinformatics, and they have had significant impacts on various domains such as education, healthcare, medicine, and materials.
Foundation models are trained on massive unlabeled data and then can be applied to different specific tasks with minimal fine-tuning. We have witnessed the initial glimpses of the immense potential of foundation models in domains such as imagery and language. Early pioneers, such as GPT-3, BERT, and DALL-E 2, have showcased the incredible possibilities of foundation models.
This laboratory aims to become a pioneering research laboratory on foundational models in the country and region. We aim to become a prestigious address for businesses in training, research, development, and transfer of technologies related to foundation models. Our goal is to build foundation models specifically for Vietnam-specific data, fine-tune the foundation models and build applications for Vietnam-specific fields such as law, finance, healthcare, and education.

Our Huggingface: https://huggingface.co/bkai-foundation-models

Contact: Dr. Dinh Viet Sang, Email: sangdv@soict.hust.edu.vn

Research Directions

  • Foundational models for Vietnam-specific data including text, image, speech and multi-modal data sources (such as vision-language or speech-text alignment).
  • Fine-tuning foundation methods for Vietnam-specific tasks in various fields such as law, finance, healthcare, education and many specific tasks in CV/NLP/ARS.
  • Multilingual MultiModal Information Retrieval
  • Multimodal Machine Learning
  • Practical applications: Question answering systems, Chatbot, Information retrieval, Visual recognition…

Team Members

Dr. Dinh Viet Sang
Head

Dr. Tran Viet Hung
Co-Head

Assoc. Prof. Le Thanh Huong
Member

DR. Nguyen Phi Le
Member

Dr. Ngo Van Linh
Member

Dr. Dang Tuan Linh
Member

Dr. Dinh Thi Ha Ly
Member

Dr. Tran Van Dang
Member

TS. Nguyen Duc Anh
Member

ThS. Nguyen Son Tung
Member

ThS. Nguyen Hai Nam
Member

Collaborations

National partners (in Vietnam)

  • MICA (HUST)
  • RMIT
  • HCMUS
  • VNU
  • ViettelAI
  • BIDV
  • VietcomBank
  • TIKI
  • Hanoi Medical University

International partners

  • NII, Japan
  • AI Singapore
  • NUS, Singapore
  • La Rochelle University, France
  • NAVER, Korea
  • NVIDIA
  • Microsoft
  • Got It, USA
  •  

Latest Publications

Publications in 2025

  1. Tho Tran Duc; Huy Nguyen Trong; Huong Le Thanh. Improving Quality of Vietnamese to Khmer Neural Machine Translation Using Multi-stage Fine-Tuning Strategy. Information and Communication Technology. 69-79. Đà Nẵng, Việt Nam. 13/12/2024
  2. Thai Nguyen, Trung Thanh NGUYEN, Tien Nguyen, Trung Nguyen Thanh, Hieu Pham, Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen. CT to PET Translation: A Large-scale Dataset and Domain-Knowledge-Guided Diffusion Approach. IEEE/CVF Winter Conference on Applications of Computer Vision. 28/02/2025
  3. Son Dinh, Dung Nguyen, Duc-Tri Tran, Dang-Huy Pham-Nguyen, Thuan Hieu Tran, Tong Anh, Quang Huy Hoang, Phi Le Nguyen. Sign Language Recognition: A Large-scale Multi-view Dataset and Comprehensive Evaluation. IEEE/CVF Winter Conference on Applications of Computer Vision. 28/03/2025
  4. Nguyen Son Dinh, Tuan Dung Nguyen, Duc Tri Tran, Nguyen Dang Huy Pham, Thuan Hieu Tran, Ngoc Anh Tong, Quang Huy Hoang, and Phi Le Nguyen. Sign Language Recognition: A Large-scale Multi-view Dataset and Comprehensive Evaluation. WACV 2025– IEEE/CVF Winter Conference. 7876-7886. 28/01/2025
  5. Bach Vu, Hoang Nguyen, Quang Nguyen, Duong Le, Hieu Pham, Phi Le Nguyen, Lam Nguyen. Foundation Model and Temporal Priors-guided Transductive Few-shot Action Recognition. 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025). 06/04/2025
  6. Thai Nguyen-Quoc; Hoan Nguyen-Cong; Huong Le-Thanh. Contrastive Perturbation Enhancement for LLM-Based Machine Translation. Information and Communication Technology. 273–283. Da Nang city, Vietnam. 13/12/2024
  7. Nguyen Xuan Thanh, Anh Duc Le, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen. Few-Shot, No Problem: Descriptive Continual Relation Extraction. Proceedings of the AAAI Conference on Artificial Intelligence. 25282-25290. USA. 25/02/2025
  8. Peter Petschner, Sahel Kumar, Duc A. Nguyen, Dora Torok, Zsofia Gal, Daniel Baksa, Kinga Gecse, Gyongyi Kokonyei, Hiroshi Mamitsuka & Gabriella Juhasz. The interictal transcriptomic map of migraine without aura. The Journal of Headache and Pain. 1-17. 11/04/2025
  9. Hieu Nguyen Minh, Hai Trinh An, Giang Tran Thi Cam, Ly Dinh Thi Ha, Huy Do Quoc. Fuzzy Logic and Quadtree-Based Control for Mobile Robots in Dynamic Environments. Intelligent Robotics and Applications. 429-445. 31/07/2024
  10. Khoi N.P. Dang, Thu Thuy Tran, Ta Cong Son, Tran Tien Anh, Duc Anh Nguyen, Nguyen Van Son. CoreNet: Leveraging context-aware representations via MLP networks for CTR prediction. Knowledge-based systems. 1-10. 15/02/2025
  11. Minh Le, An Nguyen, Huy Nguyen, Trang Nguyen, Trang Pham, Linh Van Ngo, Nhat Ho. Mixture of Experts Meets Prompt-Based Continual Learning. Advances in Neural Information Processing Systems. 1-38. 10/12/2024
  12. Minh Le, Tien Ngoc Luu, An Nguyen The, Thanh-Thien Le, Trang Nguyen, Tung Thanh Nguyen, Linh Ngo Van, Thien Huu Nguyen. Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective. Proceedings of the AAAI Conference on Artificial Intelligence. 24384-24392. USA. 25/02/2025

Publications in 2024

  1. Thang Duc Phan and Huong Thanh Le. Utilize Pre-Trained PhoBERT to Compute Text Similarity and Rerank Documents for Question-Answering Task. 12th International Conference on Control, Automation and Information Sciences (ICCAIS). 200-205. Hanoi. 27/11/2023
  2. Dong Duc Anh Nguyen, Minh Hieu Nguyen, Phi Le Nguyen, Jun Jo, Hongzhi Yin, Thanh Tam Nguyen. Multi-task Learning of Heterogeneous Hypergraph Representations in LBSNs. The 20th International Conference on Advanced Data Mining and Applications 2024. 161–177. 03/12/2024
  3. Thanh Trung Huynh, Trong Bang Nguyen, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen. Certified Unlearning for Federated Recommendation. ACM Transactions on Information Systems. 22/11/2024
  4. Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen. NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization. the 2024 Conference on Empirical Methods in Natural Language Processing. 7758–7772. 11/11/2024
  5. Randika K. Makumbura; Lakindu Mampitiya; Namal Rathnayake; D.P.P. Meddage; Shagufta Henna; Tuan Linh Dang; Yukinobu Hoshino; Upaka Rathnayake. Advancing water quality assessment and prediction using machine learning models, coupled with explainable artificial intelligence (XAI) techniques like shapley additive explanations (SHAP) for interpreting the black-box nature. Results in Engineering. 1-14. 01/09/2024
  6. Duy A. Nguyen, Trang H. Tran, Huy Hieu Pham, Phi Le Nguyen, Lam M. Nguyen. Improving Time Series Encoding with Noise-Aware Self-Supervised Learning and an Efficient Encoder. IEEE International Conference on Data Mining. 09/12/2024
  7. Duong Nguyen, Phi Le Nguyen, Truong Nguyen, Hieu Pham, and Duc Tran. FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks. IEEE BigData. 15/12/2024
  8. Tuan Dung Nguyen; Ngoc Anh Tong; Binh P. Nguyen; Quoc Viet Hung Nguyen; Phi Le Nguyen; Thanh Trung Huynh. Hierarchical Federated Learning in MEC Networks with Knowledge Distillation. 2024 International Joint Conference on Neural Networks (IJCNN). 1-8. Yokohama, Japan. 30/06/2024
  9. Ha An Le , Trinh Van Chien , Van Duc Nguyen†,Wan Choi. Channel Analysis and End-to-End Design for Double RIS-Aided Communication Systems with Spatial Correlation and Finite Scatterers. IEEE Conference on Global Communications (GLOBECOM). 1561-1566. Kuala Lumpur, Malaysia. 03/08/2023
  10. Tinh Luong, Thanh-Thien Le, Linh Ngo, Thien Nguyen. Realistic Evaluation of Toxicity in Large Language Models. Association for Computational Linguistics ACL 2024. 1038–1047. 11/08/2024
  11. Tuan Linh Dang, Thuy Ha Hoang, Minh Hoang Cu, Duc Quang Nguyen, Huu Phuc Hoang. Semi-supervised Learning for Image Quality Assessment Problem. International Journal of Computer Applications. 9-13. 21/02/2024
  12. Minh Hieu Nguyen, Thanh Trung Huynh, Thanh Toan Nguyen, Phi Le Nguyen, Hien Pham, Jun Jo, Thanh Tam Nguyen. On-Device Diagnostic Recommendation with Heterogeneous Federated BlockNets. Science China Information Sciences. 1-17. 14/09/2024
  13. Thanh Trung Nguyen; Minh Hai Vu; Thi Ha Ly Dinh; Phi Le Nguyen; Kien Nguyen. MuLeS: A Multi-Client Learning-Based MPQUIC Scheduler. IEEE Consumer Communications and Networking Conference, CCNC. 656-661. Las Vegas, USA. 06/01/2024
  14. Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen. Privacy-preserving explainable AI: a survey. Science China Information Sciences. 1-34. 07/08/2024
  15. Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer. Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024). 55-72. Vilnius, Lithuania. 08/09/2024
  16. Thanh Trung Nguyen, Minh Hai Vu, Thi Ha Ly Dinh, Thanh Hung Nguyen, Phi Le Nguyen, Kien Nguyen. FQ-SAT: A fuzzy Q-learning-based MPQUIC scheduler for data transmission optimization. Computer Communications. 107924. 08/08/2024
  17. Tuan Linh Dang, Trung Hieu Pham, Duc Loc Le, Xuan Tung Tran, Hoang Nam Le, Khanh Hung Nguyen, Tran Tuan Nghia Trinh. Person re-identification on lightweight devices: end-to-end approach. Multimedia Tools and Applications. 1-14. 27/03/2024
  18. Tung Nguyen, Tung Pham, Linh Ngo Van , Ha-Bang Ban , Khoat Than. Out-of-vocabulary handling and topic quality control strategies in streaming topic models. Neurocomputing. 128757. 19/10/2024
  19. Huu Thang Nguyen, Anh Chung Hoang, Manh Cuong Bui, Tuan Linh Dang. IMBALANCE PROBLEM IN IMAGE QUALITY ASSESSMENT. ICIC Express Letters. 1145-1152. 01/04/2024
  20. Binh Minh Nguyen; Thieu Nguyen; Quoc-Hien Vu; Tran Huy Hung; Tran Hoang Hai; Huynh Thi Thanh Binh; Van-Dang Tran. Dholes Hunting-A Multi-Local Search Algorithm Using Gradient Approximation and Its Application for Blockchain Consensus Problem. IEEE Access. 93333-93349. 11/06/2024
  21. Quyen Tran, Nguyen Xuan Thanh, Nguyen Hoang Anh, Nam Le Hai, Trung Le, Linh Van Ngo, Thien Huu Nguyen. Preserving Generalization of Language models in Few-shot Continual Relation Extraction. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 13771–13784. 11/11/2024
  22. Manh Cuong Dao, Phi Le Nguyen, Thao Nguyen Truong, Trong Nghia Hoang. Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques. The Thirty-eighth Annual Conference on Neural Information Processing Systems, NeurIPS 2024. 10/12/2024
  23. T. K. Lai, and I. L. Ngo. An investigation on the thermo-electrohydraulic performance of novel ECF micro-pump.. International Journal of Heat and Mass Transfer. 29/09/2024
  24. Manh Cuong Dao, Phi Le Nguyen, Thao Nguyen Truong, Trong Nghia Hoang. Boosting Offline Optimizers with Surrogate Sensitivity. ICML. 1-10. áo. 21/07/2024
  25. Minh Khiem Pham, Phi Le Nguyen, Viet Hung Vu, Thao Nguyen Truong, Hoa Vo-Van, Thanh Ngo-Duc. A Data-driven Approach for High Accurate Spatiotemporal Precipitation Estimation", Neural Computing and Applications Journal. Neural Computing and Applications. 6099–6118. 13/12/2023
  26. Sikandar Ali Qalati, MengMeng Jiang, Samuel Gyedu, and Emmanuel Kwaku Manu. Do Strong Innovation Capability and Environmental Turbulence Influence the Nexus Between Customer Relationship Management and Business Performance?. Business Strategy and the Environment. 02/07/2024
  27. T. K. Lai, K. D. Tran, and I. L. Ngo. A numerical study on the thermo-electrohydrodynamic performance of ECF micro-pumps. Sustainability and Emerging Technologies for Smart Manufacturing. 29/04/2024
  28. Duc Long Nguyen, Phi Le Nguyen, Thao Nguyen Truong. Combating Quality Distortion in Federated Learning with Collaborative Data Selection. Pacific-Asia Conference on Knowledge Discovery and Data Mining. 1-6. Taiwan. 25/04/2024
  29. Van An Le, Nam Duong Tran, Phuong Nam Nguyen, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen, Yusheng Ji. Enhancing the Generalization of Personalized Federated Learning with Multi-head Model and Ensemble Voting. 38th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2024). 205-216. Mỹ. 27/05/2024
  30. Viet Hung Vu, Duc Long Nguyen, Thanh Hung Nguyen, Nguyen Quoc Viet Hung, Phi Le Nguyen, Huynh Thanh Trung. Self-supervised air quality estimation with graph neural network assistance and attention enhancement. Neural Computing and Applications. 11171–11193. 21/02/2024
  31. Minh Hai Vu, Thanh Trung Nguyen, Thi Ha Ly Dinh, Phi Le Nguyen, Kien Nguyen. LoGra: an LSTM-DDPG Integrated MPQUIC Scheduler for Mobile Video Streaming. 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall). 1-5. Washington, DC, USA. 07/10/2024
  32. JYE Tin, WW Tan, AA Bakar, MS Mahali, FF Lothai, NF Mohammad, SSA Hassan & KF Chin. A Conceptual Design of Sustainable Solar Photovoltaic (PV) Powered Corridor Lighting System with IoT Application. ICREEM 2022. 09/03/2024
  33. Van An Le, Duc Long Nguyen, Phi Le Nguyen, Yusheng Ji. Traffic Engineering in Large-scale Networks via Multi-Agent Deep Reinforcement Learning with Joint-Training. 2024 33rd International Conference on Computer Communications and Networks (ICCCN). 1-9. Kailua-Kona, HI, USA. 29/07/2024
  34. Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, Linh Ngo, Franck Dernoncourt, Thien Huu Nguyen. Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports. Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). 8122–8132. Torino, Italy. 20/05/2024
  35. Tuan Linh Dang, Dinh Minh Vu, Ngoc Dung Pham, The Vu Nguyen, Dinh Phu Mac, Nguyen Minh Nhat Hoang, Huy Hoang Pham. Enhance Massive Open Online Courses Integrity: AI for Exam Proctoring. Journal of Science and Technology: Smart Systems and Devices. 1-8. 25/06/2024
  36. Tuan Dung Nguyen, Thanh Trung Huynh, Minh Hieu Phan, Quoc Viet Hung Nguyen, Phi Le Nguyen. CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 10392–10407. 12/11/2024
  37. Quang Minh Dang, Minh Tuyen Truong, Tuan Linh Dang. A lightweight approach for image quality assessment. Signal, Image and Video Processing. 1-8. 01/06/2024
  38. Thanh-Thien Le, Viet Dao, Linh Nguyen, Thi-Nhung Nguyen, Linh Ngo Van, Thien Nguyen. SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 3632–3644. 16/06/2024
  39. Sikandar Ali Qalati, Domitilla Magni, and Faiza Siddiqui. Senior Management's Sustainability Commitment and Environmental Performance: Revealing the Role of Green Human Resource Management Practices.. Business Strategy and the Environment. 02/08/2024
  40. Thanh-Thien Le, Manh Nguyen, Tung Thanh Nguyen, Linh Ngo Van, Thien Huu Nguyen. Continual Relation Extraction via Sequential Multi-Task Learning. Proceedings of the AAAI Conference on Artificial Intelligence. 18444-18452. 22/02/2024
  41. T. K. Lai, and I. L. Ngo. A new design and optimization of VD-ECF micro-pump: Advancements in electrohydraulic performance. Physics of Fluids. 29/07/2024
  42. Megumi Kaneko, Thi Ha Ly Dinh, Yousef N. Shnaiwer, Kenichi Kawamura, Daisuke Murayama, Yasushi Takatori. A Multi-Agent Risk-Averse Reinforcement Learning Method for Reliability Enhancement in Sub-6GHz/mmWave Mobile Networks. IEEE Wireless Communications Letters. 2657 - 2661. 11/07/2024
  43. Thu Hang Phung; Binh P. Nguyen; Thanh Hung Nguyen; Quoc Viet Hung Nguyen; Phi Le Nguyen; Thanh Trung Huynh. A Contrastive Learning and Graph-based Approach for Missing Modalities in Multimodal Federated Learning. 2024 International Joint Conference on Neural Networks (IJCNN). 1-8. Yokohama, Japan. 30/06/2024
  44. Tuan Linh Dang, Hoang Vu Nguyen, Nguyen Minh Nhat Hoang, Quang Minh Dang, The Vu Nguyen, Quang Hai Tran, Huy Hoang Pham. Auto-proctoring using computer vision in MOOCs system. Multimedia Tools and Applications. 1-27. 07/08/2024
  45. Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen. Higher-order knowledge-enhanced recommendation with heterogeneous hypergraph multi-attention. Information Sciences. 1-23. 06/07/2024
  46. T. K. Lai, and I. L. Ngo. An investigation on the electrohydraulic performance of novel ECF micro-pump with NACAshaped electrodes. Theoretical and Computational Fluid Dynamics. 29/02/2024
  47. Trung Thanh Nguyen, Phi Le Nguyen, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide. Zero-Shot Pill-Prescription Matching With Graph Convolutional Network and Contrastive Learning. IEEE Access. 55889 - 55904. 13/04/2024
  48. Yukinobu Hoshino, Masahiro Shimasaki, Namal Rathnayake, Tuan Linh Dang. Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA. Journal of Real-Time Image Processing. 1-16. 26/11/2023
  49. Yukinobu Hoshino , Yuka Nishiyama, Toshimi Yamamoto, Yuki Shinomiya, Namal Rathnayake , Tuan Linh Dang. Human-inspired similarity control system: Enhancing line-following robot perception. Applied Soft Computing Journal. 1-15. 14/04/2024
  50. Tran Thi Cam Giang, Dao Tung Lam , Huynh Thi Thanh Binh, Dinh Thi Ha Ly, Do Quoc Huy. BWave framework for coverage path planning in complex environment with energy constraint. Expert Systems with Applications. 123277. 16/01/2024
  51. Yukinobu Hoshino; Namal Rathnayake; Tuan Linh Dang; Upaka Rathnayake. Empirical Research on 3D Analysis and Flow Prediction of Upstream Rivers Using Drones. 2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS). 1-6. Himeji, Japan. 09/11/2024
  52. Tuan Linh Dang, Trung Hieu Pham, Duc Manh Dao, Hoang Vu Nguyen, Quang Minh Dang, Ba Tuan Nguyen, Nicolas Monet. DATE: a video dataset and benchmark for dynamic hand gesture recognition. Neural Computing and Applications. 1-15. 09/05/2024
  53. Viet Dao, Van-Cuong Pham, Quyen Tran, Thanh-Thien Le, Linh Ngo Van, Thien Huu Nguyen. Lifelong Event Detection via Optimal Transport. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 12610–12621. 12/11/2024

Publications in 2023

  1. Nguyễn Đức Ca, Phan Thị Thu, Hoàng Thị Minh Anh, Phạm Ngọc Dương, Nguyễn Hoàng Giang, Nguyễn Lệ Hằng. Nâng cao hiệu quả quản trị đại học trong bối cảnh đổi mới giáo dục tại Việt Nam. Tạp chí khoa học giáo dục Việt Nam. 14/03/2023
  2. Thai Nguyen Quoc, Huong Le Thanh, Hanh Pham Van. Khmer-Vietnamese Neural Machine Translation Improvement Using Data Augmentation Strategies. Informatica (Slovenia). 349-360. 15/07/2023
  3. Ha An Le, Trinh Van Chien, Van Duc Nguyen, Wan Choi. Double RIS-Assisted MIMO Systems Over Spatially Correlated Rician Fading Channels and Finite Scatterers. IEEE Transactions on Communications. 4941-4956. 13/05/2023
  4. Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. Do. FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Collaborative Training. IEEE Transactions on Network and Service Management. 1-20. 01/09/2023
  5. Chien Van Nguyen, Linh Van Ngo, and Thien Huu Nguyen. Retrieving Relevant Context to Align Representations for Cross-lingual Event Detection. Association for Computational Linguistics: ACL 2023. 2157–2170. Canada. 09/07/2023
  6. Ren-Jun Soon, Dinh Viet Sang, Chin-Boon Chng, Chee-Kong Chui. Explainable AI for CPS-Based Manufacturing Workcell. 2023 International Conference on System Science and Engineering (ICSSE). 332-337. 27/07/2023
  7. Ngo-Kien Duong, Viet-Sang Dinh, Thi-Oanh Nguyen. MCLDA: Multi-level Contrastive Learning for Domain Adaptive Semantic Segmentation. SOICT '23: Proceedings of the 12th International Symposium on Information and Communication Technology. 343–350. Ho Chi Minh, Viet Nam. 07/12/2023
  8. Sikandar Ali Qalati, Belem Barbosa, and Blend Ibrahim. Factors influencing employees’ eco-friendly innovation capabilities and behavior: the role of green culture and employees’ motivations. Environment, Development and Sustainability. 02/10/2023
  9. Hoang Quan Pham, Manh Cuong Pham, Thanh Hung Nguyen, Phi Le Nguyen, Van Chien Trinh. A Q-Learning-based Energy Efficiency Optimization in LoRa Networks. soict 2023. 312–318. tphcm. 08/12/2023
  10. Nguyen Minh Chau, Nguyen Ngoc Toan, Le Dinh Tuyen, Dinh Viet Sang, Pooi-Mun Wong, Chin-Boon Chng and Chee-Kong Chui. Boosting Facial Landmark Detection via Self-supervised and Semi-supervised Learning. The 12th International Symposium on Information and Communication Technology. 485-492. 07/12/2023
  11. Tran Xuan Bach, Nguyen Duc Anh, Ngo Van Linh, Khoat Than. Dynamic Transformation of Prior Knowledge Into Bayesian Models for Data Streams. IEEE Transactions on Knowledge and Data Engineering. 3742-3750. 23/12/2021
  12. Nguyen Van Giang, Nguyen Minh Son, Kieu Anh Van, Tran Cat Khanh, Pham Ngoc Minh, Dinh Viet Sang. One-stage Robotic Grasp Detection. International Conference on Knowledge and Systems Engineering (KSE). 18/10/2023
  13. Huynh Thanh Trung, Nguyen Minh Hieu, Nguyen Thanh Tam, Phi Le Nguyen, Weidlich Matthias, Nguyen Quoc Viet Hung, Aberer Karl. Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. The 16th ACM International WSDM Conference 2023. 850–858. 27/02/2023
  14. Xuan Cuong Do, Hoang Dang Nguyen, Nhat Hai Nguyen, Thanh Hung Nguyen, Hieu Pham, Phi Le Nguyen. A Novel Approach for Extracting Key Information from Vietnamese Prescription Images. SoICT 2023. 539–545. TPHCM. 08/12/2023
  15. Minh Quang Le, Nguyen Nang Hung, Kien Nguyen, Phi Le Nguyen, Phan Thuan Do. Perpetual Sensor Networks with the Minimum Number of Mobile Chargers. Soict 2023. 282–288. tphcm. 08/12/2023
  16. Tue Cao, Nhat Tran, Le Nguyen, Hung Nguyen, Hieu Pham. IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis. soict 2023. 578–584. tphcm. 08/12/2023
  17. Nguyen Hong Son, Nguyen Thanh Huyen, Dinh Viet Sang. Semi-Supervised Learning with Dense Target Producer for End-to-End Lightweight Polyp Detection. International Conference on Knowledge and Systems Engineering (KSE). 18/10/2023
  18. Giang Tran Thi Cam, Duc Manh Do, Quoc Huy Do, Thi Thanh Binh Huynh , Thi Ha Ly Dinh. GPU-Based Parallel Path Planning for Mobile Robot Navigation in Dynamic Environments. Soict 2023. 878–885. 07/12/2023
  19. Anh Duy Nguyen, Huy Hieu Pham, Huynh Thanh Trung, Quoc Viet Hung Nguyen, Thao Nguyen Truong, Phi Le Nguyen. High accurate and explainable multi-pill detection framework with graph neural network-assisted multimodal data fusion. plos one. 1-20. 07/09/2023
  20. Toan Pham Van, Sang Dinh Viet, Linh Bao Doan, Thanh Tung Nguyen, Quang Hung Nguyen, Duc Trung Tran. Improve polyp semi-supervised segmentation with prioritizing the reliability of unlabeled images. ICSIE. 35-40. 21/10/2022
  21. Namal Rathnayake, Upaka Rathnayake, Imiya Chathuranika, Tuan Linh Dang, Yukinobu Hoshino. Projected Water Levels and Identified Future Floods: A Comparative Analysis for Mahaweli River, Sri Lanka. IEEE Access. 8920-8937. 17/01/2023
  22. Namal Rathnayake, Upaka Rathnayake, Imiya Chathuranika, Tuan Linh Dang, Yukinobu Hoshino. Cascaded-ANFIS to simulate nonlinear rainfall–runoff relationship. Applied Soft Computing. 1-14. 26/07/2023
  23. Nam Duong Tran, Manh Cuong Dao, Thanh Hung Nguyen, Thi Ha Ly Dinh, Kien Nguyen, Phi Le Nguyen. A Deep Reinforcement Learning-Based Multi-objective Optimization for Crowdsensing-Based Air Quality Monitoring Systems. aciids. 436–448. 29/09/2023
  24. Huy Huu Nguyen, Chien Van Nguyen, Linh Ngo Van, Luu Anh Tuan, Thien Huu Nguyen. A Spectral Viewpoint on Continual Relation Extraction. Conference on Empirical Methods in Natural Language Processing. 9621-9629. 06/12/2023
  25. Nguyen Quang Duc, Tran Khanh Luong, Le Hong Duc, Nguyen Huy Hoan, Trinh Anh Phuc, Dinh Viet Sang. Improving Single Positive Multi-label Classification via Knowledge-based Label-weighted Large Loss Rejection. The 12th International Symposium on Information and Communication Technology. 429-434. 07/12/2023
  26. Quang Ha Pham, Nang Hung Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Phi Le Nguyen, Truong Thao Nguyen. SEM: A Simple Yet Efficient Model-agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning. CANDAR. 1-8. nagoya. 28/11/2023
  27. Anh Duy Nguyen, Thu Hang Phung, Thuy Dung Nguyen, Huy Hieu Pham, Kien Nguyen, Phi Le Nguyen. GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices. Engineering Applications of Artificial Intelligence. 1-30. 09/11/2023
  28. Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen. CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge Distilled Regularization. 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid). 1-9. 01/05/2023
  29. Quang Nhat Nguyen, Huong Thanh Le. Building an Efficient Retriever System with Limited Resources.. Advances in Information and Communication Technology. ICTA 2023. 40-50. Thái Nguyên. 13/12/2023
  30. Tuan Linh Dang, Gia Tuyen Nguyen, Thang Cao. Real-Time Image Processing Using Edge AI Devices. International Journal of Computer Applications. 1-7. 09/11/2023
  31. Namal Rathnayake, Tuan Linh Dang, Akira Miyazaki, and Yukinobu Hoshino. An Efficient Approach for Age-Wise Rice Seeds Classification using SURF-BOF with Modified Cascaded-ANFIS algorithm. Fifteenth International Conference on Machine Vision (ICMV 2022). 1-9. Rome, Ý. 18/11/2022
  32. Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka. Central-Smoothing Hypergraph Neural Networks for Predicting Drug-Drug Interactions. IEEE Transactions on Neural Networks and Learning Systems. 1-6. 10/03/2023
  33. Giang Nguyen, Thi Ha Ly Dinh, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen. A Data-Driven Scheduling Strategy for Mobile Air Quality Monitoring Devices. ACIIDS, Lecture Notes in Computer Science. 74-86. 05/09/2023
  34. Namal Rathnayake, Akira Miyazaki, Tuan Linh Dang, Yukinobu Hoshino. Age Classification of Rice Seeds in Japan Using Gradient-Boosting and ANFIS Algorithms. Sensors. 1-18. 03/03/2023
  35. Namal Rathnayake , Upaka Rathnayake, Tuan Linh Dang, Yukinobu Hoshino. Water level prediction using soft computing techniques: A case study in the Malwathu Oya, Sri Lanka. PLoS ONE. 1-21. 22/02/2023
  36. Sikandar Ali Qalati, Sonia Kumari, Kayhan Tajeddini, Namarta Kumari Bajaj, and Rajib Ali. Innocent devils: The varying impacts of trade, renewable energy and financial development on environmental damage: Nonlinearly exploring the disparity between developed and developing nations. Journal of Cleaner Production. 02/02/2023
  37. Wu Qinqin, Sikandar Ali Qalati, Rana Yassir Hussain, Hira Irshad, Kayhan Tajeddini, Faiza Siddique, Thilini Chathurika Gamage. The effects of enterprises' attention to digital economy on innovation and cost control: Evidence from A-stock market of China. Journal of Innovation & Knowledge. 02/12/2023
  38. Vu Quoc Hung, Tran Le Phuong Thao, Trinh Xuan Minh, Dinh Viet Sang. LSegDiff: A Latent Diffusion Model for Medical Image Segmentation. The 12th International Symposium on Information and Communication Technology. 456-462. 07/12/2023
  39. Van An Le, Yusheng Ji, Huu Huy Tran, Phi Le Nguyen, John C.S. Lui. Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques. IEEE Transactions on Network and Service Management. 1-1. 12/11/2023
  40. Anh Pham Duy, Huong Le Thanh. A Question-Answering System for Vietnamese Public Administrative Services. SOICT 2023: The 12th International Symposium on Information and Communication Technology. 85–92. TP Hồ Chí Minh. 07/12/2023
  41. Tuan Linh Dang, Duc Loc Le, Trung Hieu Pham, Xuan Tung Tran. Lightweight Models’ Performances on a Resource-Constrained Device for Traffic Application. The Fourth International Conference on Artificial Intelligence and Computational Intelligence. (AICI 2023) (Kỷ yếu được đăng trong Deep Learning and Other Soft Computing Techniques, Studies in Computational Intelligence 1097 ). 1-14. Hà Nội. 13/01/2023
  42. Nam Le Hai, Trang Thien, Linh Ngo Van, Thien Nguyen, Khoat Than. Continual variational dropout: a view of auxiliary local variables in continual learning. Machine Learning. 281-323. 04/11/2023
  43. Nguyen Viet Hoai, Pham Vu Hung, Dinh Viet Sang. Memory-Driven Region Contrast for Enhanced Polyp Semantic Segmentation. 2023 International Conference on Multimedia Analysis and Pattern Recognition, MAPR 2023 - Proceedings. 05/10/2023
  44. Quang Viet Ly, Ngoc Anh Tong, Bo-Mi Lee, Minh Hieu Nguyen, Huynh Thanh Trung, Phi Le Nguyen, Thu-Huong T. Hoang, Yuhoon Hwang, Jin Hur. Improving algal bloom detection using spectroscopic analysis and machine learning: A case study in a large artificial reservoir, South Korea. Science of the Total Environment. 166467 (1-14). 01/08/2023
  45. Thanh Trung Nguyen, Minh Hai Vu, Phi Le Nguyen, Phan Thuan Do, Kien Nguyen. A Q-learning-based Multipath Scheduler for Data Transmission Optimization in Heterogeneous Wireless Networks. IEEE Consumer Communications & Networking Conference (CCNC 2022). 1-6. 08/01/2023
  46. Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong; Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen. FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. 2023 International Joint Conference on Neural Networks (IJCNN). 1-8. Australia. 18/06/2023
  47. Pham Van Toan, Dinh Viet Sang. M3C-Polyp: Mixed Momentum Model Committee for Improved Semi-Supervised Learning in Polyp Segmentation. World Symposium on Software Engineering. 274-279. 22/09/2023
  48. Sikandar Ali Qalati , Belem Barbosa & Shuja Iqbal. The effect of firms’ environmentally sustainable practices on economic performance. Economic. Economic Research-Ekonomska Istraživanja. 02/06/2023
  49. Tuan Linh Dang, Trung Hieu Pham, Quang Minh Dang, Nicolas Monet. A lightweight architecture for hand gesture recognition. Multimedia Tools and Applications. 28569–28587. 31/01/2023
  50. Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong. Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions. Engineering Applications of Artificial Intelligence. 1-20. 04/09/2023
  51. Nguyen Thanh Long, Tran Thi Huong, Nguyen Ngoc Bao, Huynh Thi Thanh Binh, Phi Le Nguyen, Kien Nguyen. Q-learning-based Distributed Multi-Charging Algorithm for Large-scale WRSNs. Nonlinear Theory and Its Applications, IEICE. 18–34. 01/01/2023
  52. Hoang Dang Nguyen, Dinh Nguyen Vu, Viet Anh Nguyen, Tien Dong Nguyen, Phi Le Nguyen. A Robust Document Localization Solution with Segmentation and Clustering. he 36th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2023). 1-9. 01/02/2023
  53. Anh Duy Nguyen, Viet Hung Vu, Duc Viet Hoang, Thuy Dung Nguyen, Kien Nguyen, Phi Le Nguyen, Yusheng Ji. Attentional ensemble model for accurate discharge and water level prediction with training data enhancement. Engineering Applications of Artificial Intelligence. 1/20. 28/08/2023
  54. Pham Van Toan, Dinh Viet Sang. ESSL-Polyp: A Robust Framework of Ensemble Semi-supervised Learning in Polyp Segmentation. Computing Conference 2023. 39-52. 20/08/2023