cv
Basics
| Name | Tran Trung Dung |
| Label | Research Assistant and Teaching Assistant |
| jackson.devworks04@gmail.com | |
| Url | https://jackson2706.github.io/ |
Work
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2025.02 - Present Teaching Assistant
College of Engineering & Computer Science (CECS), VinUniversity, Vietnam
Served as a Teaching Assistant for multiple undergraduate engineering courses. Responsibilities included supporting Associate Professors Nidal Kamel and Kok-Seng Wong in course delivery, grading, and student mentorship.
- TA: Signal and Information - Associate Professors Nidal Kamel (Spring 2025)
- TA: Introduction to Programming - Associate Professors Kok-Seng Wong (Fall 2025)
- TA: Digital Communication System Design - Associate Professors Nidal Kamel (Fall 2025)
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2025.02 - Present Research Assistant
Center for Environmental Intelligence (CEI), VinUniversity, Vietnam
Full-time Research Assistant for the project 'Green Serverless Computing for Resource-Efficient AI Training' at the Center for Environmental Intelligence, VinUniversity (Supervisor: Associate Prof. Kok Seng Wong). My research focus is Federated Learning on Serverless Computing Platform
- Research skills
- Python
- Pytorch
- Communication
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2024.08 - 2025.01 Research Assistant
VinUni-Illinois Smart Health Center (VISHC), VinUniversity, Vietnam
Research Assistant on WiFi CSI Data for Human Pose Estimation at VinUni-Illinois Smart Health Center (VISHC), VinUniversity (Supervisor: Assistant Prof. Nguyen Van Dinh).
- Research skills
- Python
- Pytorch
- Communication
Volunteer
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2023.09 - 2023.12 Hanoi, Vietnam
AI Trainee
Advanced Research & Solutions Vietnam - ARS Vietnam
Participating in the ”AI Application Technology and Business” course sponsored 100% by the Japanese government, with ARS Vietnam responsible for training.
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2022.10 - 2024.05 Hanoi, Vietnam
Teaching Assistant
SoICT - Hanoi University of Science and Technology
- Preparing exercises for C & Python programming practice classes
- Giving tutorials to students at practice classes
Education
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2026.09 - 2028.08 Ansan, South Korea
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2020.08 - 2024.08 Hanoi, Vietnam
Publications
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2025.11.01 Multi-Modal Human Pose Estimation: A Wi-Fi-Driven Approach with Adaptive Kernel Selection
IEEE Transactions on Artificial Intelligence
Co-first author. Published in Vol. 1, No. 01. Proposed a Wi-Fi-driven approach for human pose estimation using adaptive kernel selection.
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2025.09.01 VRAE: Vertical Residual Autoencoder for License Plate Denoising and Deblurring
14th International Symposium on Information and Communication Technology (SoICT 2025)
Accepted for publication. Archive Prefix: arXiv:2509.08392 [cs.CV]
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2025.09.01 Adaptive Rainfall Forecasting from Multiple Geographical Models Using Matrix Profile and Ensemble Learning
14th International Symposium on Information and Communication Technology (SoICT 2025)
Accepted for publication. Archive Prefix: arXiv:2509.08277 [cs.LG]
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2025.08.01 SHeRL-FL: When Representation Learning Meets Split Learning in Hierarchical Federated Learning
arXiv Preprint
Preprint exploring the intersection of Representation Learning and Split Learning within a Federated framework.
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2025.06.01 MOOSE: Pay Attention to Temporal Dynamics for Video Understanding via Optical Flows
arXiv Preprint
Preprint on video understanding using optical flows and temporal dynamics.
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2025.01.01 SEMISE: Semi-Supervised Learning for Severity Representation in Medical Image
2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)
Focuses on Severity Representation, Contrastive Learning, and Semi-Supervised Learning in Biomedical Imaging.
Languages
| Vietnamese | |
| Native speaker |
| English | |
| Fluent |
References
| Associate Professor Kok-Seng Wong | |
| Computer Science program, College of Engineering and Computer Science, VinUniversity, Hanoi, Vietnam |
| Assistant Professor Van-Dinh Nguyen | |
| Assistant Professor in Networks and Distributed Systems with the School of Computer Science and Statistics, Trinity College Dublin, Ireland |
| Assistant Professor Nam-Phong Nguyen | |
| Assistant Professor in Department of Communication Engineering, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam |
Projects
- 2023.01 - 2024.04
AI Camera for traffic in Vietnam
Developed an AI-powered camera system to monitor and analyze traffic conditions in Vietnam and employed computer vision techniques and deep learning models to detect vehicles and assess traffic flow, contributing to smart city initiatives.
- Computer Vision
- Edge Computing
- TensorRT
- ONNX
- Python