Posts by Collection
portfolio
publications
Deep Learning Models for Fault Detection and Diagnosis in Photovoltaic Modules Manufacture
Published in IEEE Conference on Artificial Intelligence (CAI), 2023
Case Study: Utilising of Deep Learning Models for Fault Detection and Diagnosis of Photovoltaic Modules to Improve Solar Energy Constructions’ O&M Activities Quality
Published in Information Systems Research in Vietnam, Volume 2, Springer, 2023
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review
Published in ACM Computing Surveys, 2024
DOI: 10.1145/3677119
DenseTransXR: A Hybrid Transformer-Based Approach for Chest X-ray Abnormality and Emerging Disease Detection
Published in 1st FPT International Conference on Emerging Trends in Computing (FETC), 2025
ISBN: 978-632-609-823-5
Forecasting Urban Energy for Net-Zero Smart Cities: A Hybrid Attention-based Approach
Published in 1st FPT International Conference on Emerging Trends in Computing (FETC), 2025
ISBN: 978-632-609-823-5
AI-Based Energy Forecasting for Net Zero Smart Cities
Published in 7th IEEE International Conference on Electrical, Control and Instrumentation Engineering (ICECIE), 2025
AI-Driven Methods for Eliminating Harmonic Oscillations in Inverter-Connected Systems
Published in 7th IEEE International Conference on Electrical, Control and Instrumentation Engineering (ICECIE), 2025
EfficientSkinTrans: Enhancing Dermatological Analysis Through a Hybrid ViT Network
Published in 16th IEEE Annual Computing and Communication Workshop and Conference (CCWC), 2026
DOI: 10.1109/CCWC67433.2026.11393864
Award: Best Presentation Award for AI and Wireless Communication Session
A Modified Fusion Trend Extraction with Attention Model for Industrial Systems Forecasting
Published in Discover Applied Science, 2026
AP-ProtoSAM: Enhancing ProtoSAM with Mask-Aware Prototypes and Adaptive Prompting for One-Shot Segmentation
Published in 23rd International Joint Conference on Computer Science and Software Engineering (JCSSE), 2026
MacroVision: A Two-Stage Localization and Fine-Grained Classification Pipeline for High-Cardinality Food Ingredient Recognition
Published in 23rd International Joint Conference on Computer Science and Software Engineering (JCSSE), 2026
TERA-RAG: Temporal and Epistemic Reliability for Multi-Agent Debate
Published in 23rd International Joint Conference on Computer Science and Software Engineering (JCSSE), 2026
Transforming Environmental Knowledge Into Business Opportunity through Circular Economy Practices Mediation
Published in The Proceedings of the 27th European Conference on Knowledge Management (ECKM), Volume 2, 2026
IP102-TailDet: A budget-aware tail completion benchmark for long-tailed insect pest detection
Published in Array, 2026
Embedding Rule-Based Augmented Reality Scaffolding in Experiential Learning Cycles: An SEM Study of Student Engagement in Lab-Based STEM
Published in Computer Applications in Engineering Education, 2026
DOI: 10.1002/cae.70275
SkinXViT: A Novel Explainable Hybrid ViT Approach for Skin Lesion Diagnosis
Published in IEEE Access, 2026
Content-Aware Malicious Website Detection Using Multilingual BERT
Published in Discover Computing, 2026
talks
Deep Learning Models for Fault Detection and Diagnosis in Photovoltaic Modules Manufacture
Published:
AI-Driven Adaptive Detection for Eliminating Harmonic Oscillations in Inverter-Connected Systems
Published:
teaching
University of Washington
Teaching Assistant, Seattle, WA, October 2021 - December 2021, September 2022 - June 2024
- STAT 220: Statistical Reasoning (Fall 2021)
- CSE 446: Machine Learning (Fall 2022, Spring 2023)
- CSE 455: Computer Vision (Winter 2023, Spring 2024)
RMIT University
Guest Lecturer, Ho Chi Minh City, September 2024, September 2025
- EEET2602: Engineering Design 2 and EEET2623: Electronic Materials (Fall 2024, Fall 2025).
- Guest lecture on Deep Learning-based fault detection and diagnosis of photovoltaic modules. Watch the lecture: (Fall 2024) and (Fall 2025).
FPT University
Visiting Lecturer, Ho Chi Minh City, May 2025 - September 2025
- DBM302m: Data Mining (Summer 2025)
- DAT301m: AI Development with TensorFlow (Summer 2025)
Asia University
Visiting Lecturer, Ho Chi Minh City, September 2025 - December 2025
- AU005: Introduction to Information Technology (Fall 2025)
Swinburne University of Technology
Lecturer, Ho Chi Minh City, August 2024 - Present
- COS10022: Introduction to Data Science (Fall 2024, Summer 2025, Fall 2026)
- COS20007: Object Oriented Programming (Fall 2024, Spring 2025)
- COS20028: Big Data Architecture and Application (Summer 2025, Fall 2025)
- COS30018: Intelligent Systems (Summer 2026)
- COS30045: Data Visualization (Fall 2025, Spring 2026)
- COS30082: Applied Machine Learning (Fall 2024, Summer 2025, Fall 2025, Fall 2026)
- COS40003: Concurrent Programming (Summer 2026)
- COS40007: Artificial Intelligence for Engineering (Spring 2026, Fall 2026)
- ICT20016: Work Integrated Learning Placement (Summer 2026)
- STA10003: Foundations of Statistics (Spring 2026)