Program
15 October 2025 | GMT+7
9:00-9:05 | Opening ceremony: Prof. Phan Cong Vinh | |||
9:05-13:00 | Session 1 chaired by Prof. Phan Cong Vinh | |||
 | 1 | Coalgebraic and Categorical Methods for Modeling Context in AI: A Comprehensive Review  Author:Pham Van Dang |  |  |
 | 2 | Category Theory as a Unifying Framework for Context-Aware Systems: A Comprehensive Review Author: Pham Van Dang |  |  |
 | 3 | Application of jitter augmentation in classification of Raman scattering from glucose liquid with several machine learning models. Authors: Nguyen ThanhTung and Ngo Quang Tri |  |  |
 | 15′ Coffee Break |  |  | |
 | 4 | Survey of Category-Theoretic Tools in Ubiquitous and Context-Aware Computing: A Systematic Review |  |  |
 | 5 | From Type Theory to Context-Aware Systems: A Categorical Perspective Review Author: Nguyen Cong Nhut |  |  |
 | 6 | Mathematical and Formalism-Based Models for Linguistic Summarization: A Comprehensive Review  Authors: Nguyen Van Han and Tran Xuan Thanh |  |  |
 | 7 |  Lightweight Object Detection for Educational IoT Devices: A Pruning-Based Approach and Mobile Application Authors: Do Nguyen AnhTuan et.al |  |  |
13:00-14:00 | Lunch | |||
14:00-14:45 | Keynote speaker: Prof. Francois Siewe, | |||
14:45-15:00 | 15’Coffee break | |||
15:00-18:00 | Session 2 chaired by Pham Van Dang | |||
 | 8 | Context-Awareness in Autonomous Vehicles |  |  |
 | 9 | Skin Lesion Classification Using Energy-Based Models with Partial Energy Correlation Authors: Vo Van Quyen et.al |  |  |
 | 10 | Energy Distance Correlation for Synchrony Analysis of Human Motion Patterns in Functional Rehabilitation Authors: Phan Thi Thuy Kieu et.al |  |  |
 | 15′ Coffee Break |  |  | |
 | 11 | Projected Motion Energy Model Authors: Ha Le Ngoc Dung et.al |  |  |
 | 12 | ECBM-CF: Interpretable Context-Aware Collaborative Filtering via Concept Bottlenecks and Energy-Based Models Authors: Nguyen Thi Thuy Linh et.al |  |  |
 | 13 | Machine Learning Algorithms for Detecting and Classifying Cyberattacks in Internet of Things Networks Author: Cao Van Kien   |  |  |
 | 14 | Forecasting Online Shoppers’ Purchase Intentions Using Machine Learning and Ensemble Modeling Author: Cao Van Kien |  n |  |
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16 October 2025 | GMT+7
9:00-13:00 |
Session 3 chaired by Prof. Phan Cong Vinh |
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15 |
Permissioned Blockchains for Secure Service Co-evolution in IoT Ecosystems |
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16 |
A Comprehensive Technical Analysis of Intelligent CV Scanning System Using Hybrid RAG-Vector Architecture and Multi-Modal AI Processing Authors: Tran Tam et.al |
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17 |
Context-Awareness on Federated Transformer-based Prognostics for Equipment Life Assessment |
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15′ Coffee Break |
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18 |
An Interpretable Fake News Detection Framework Combining BERT Embeddings and Adaptive Neuro-Fuzzy Inference System |
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19 |
Detecting Fake News through the Lens of Fuzzy Logic, Machine Learning, and Large Language Models: A Review |
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20 |
Automatically Generating a Vietnamese Health Misinformation Detection Dataset (VHMD) Authors: Nguyen Van Trung et.al |
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21 |
MeAI: Integrating Reinforcement Learning in Graph Retrieval Augmented Generation to Enhance the Performance of Question Answering System Authors:Nguyen Ngoc Bao Tram and Pham Ho Viet Tuong |
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13:00-14:00 |
Lunch |
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14:00-18:00 |
Session 4 chaired by Pham Van Dang |
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22 |
Mathematical Foundations of Privacy-Preserving Artificial Intelligence: A Systematic Review Authors: Nguyen Duy Hieu et.al |
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23 |
Federated Graph Neural Networks with Differential Privacy: Mathematical Foundations for Privacy-Preserving Context-Aware Systems Authors: Nguyen Duy Hieu et.al |
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24 |
Temporal Fusion Transformer for Telecom Revenue Forecasting: A Case Study on Large-Scale Time-Series Data Authors: Lien Tan Phuoc et.al |
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25 |
Mathematical Models for Telecom Churn Prediction: A Systematic Review of Machine Learning and Deep Learning Approaches Authors: Lien Tan Phuoc et.al |
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15′ Coffee Break |
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26 |
A Study on the Exploration of the Relationship among Cutting Temperature, Material Feeding Speed for Optimal Kerf Width of Industrial Foam Cutting Machine Authors: Vo Tuong Quan et.al |
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27 |
An Application of Machine Vision in Measuring and Evaluating the Geometric Dimensions of Nippers. Authors: Vo Tuong Quan et.al |
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28 |
A Survey on Methods of Applying Transformers to Non-NLP Applications Authors: Nguyen Trung Hieu and Nguyen Hong Son |
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29 |
Improved Random Walk Algorithm for Robot Vacuum Coverage: A Memory-Based Approach with Smart Direction Selection Authors: Nguyen Quang Huy and Doan Ngoc Phuong |
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Best paper awards & Closing ceremony: Prof. Phan Cong Vinh |