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
Author: Nguyen Cong Nhut

 

 

 

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
Authors: Elena Curti and Giacomo Cabri

 

 

 

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

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16 October 2025 | GMT+7

9:00-13:00

Session 3 chaired by Prof. Phan Cong Vinh

15

Permissioned Blockchains for Secure Service Co-evolution in IoT Ecosystems
Author: Tran Tam

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

17

Context-Awareness on Federated Transformer-based Prognostics for Equipment Life Assessment
Authors: Ngo van Uc et.al

15′ Coffee  Break

18

An Interpretable Fake News Detection Framework Combining BERT Embeddings and Adaptive Neuro-Fuzzy Inference System
Authors: Nguyen Van Trung et.al

19

Detecting Fake News through the Lens of Fuzzy Logic, Machine Learning, and Large Language Models: A Review
Authors: Nguyen Van Trung et.al

20

Automatically Generating a Vietnamese Health Misinformation Detection Dataset (VHMD)

Authors: Nguyen Van Trung et.al

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

13:00-14:00

Lunch

14:00-18:00

Session 4 chaired by Pham Van Dang

 

 

22

Mathematical Foundations of Privacy-Preserving Artificial Intelligence: A Systematic Review

Authors: Nguyen Duy Hieu et.al

23

Federated Graph Neural Networks with Differential Privacy: Mathematical Foundations for Privacy-Preserving Context-Aware Systems

Authors: Nguyen Duy Hieu et.al

24

Temporal Fusion Transformer for Telecom Revenue Forecasting: A Case Study on Large-Scale Time-Series Data

Authors: Lien Tan Phuoc et.al

25

Mathematical Models for Telecom Churn Prediction: A Systematic Review of Machine Learning and Deep Learning Approaches

Authors: Lien Tan Phuoc et.al

15′ Coffee Break

 

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

27

An Application of Machine Vision in Measuring and Evaluating the Geometric Dimensions of Nippers.

Authors: Vo Tuong Quan et.al

28

A Survey on Methods of Applying Transformers  to Non-NLP Applications

Authors: Nguyen Trung Hieu and Nguyen Hong Son

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

Best paper awards & Closing ceremony: Prof. Phan Cong Vinh

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