cv
Basics
Name | Van-Tuan Tran |
Label | PhD Researcher |
tranva@tcd.ie | |
Phone | +353-083-441-7561 |
Url | https://vantuan5644.github.io/ |
Summary | Research interests in Federated Learning, Trustworthy AI, Representation Learning |
Education
Publications
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2025 Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation
International Joint Conference on Artificial Intelligence (IJCAI)
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2025 Unveiling the Connection of Sample Difficulty and Federated Unlearning
IEEE International Conference on Distributed Computing Systems (ICDCS)
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2024 Personalized Privacy-Preserving Framework for Cross-silo Federated Learning
IEEE Transactions on Emerging Topics in Computing
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2024 D-CAPTCHA++: A Study of Resilience of Deepfake CAPTCHA under Transferable Imperceptible Adversarial Attack
International Joint Conference on Neural Networks (IJCNN)
Work
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2022.01 - 2023.08 Vietnam
Data Scientist
AI Lab, MTI Technology Vietnam
- In charge of analysing data and building DL-based algorithms for 3D hands modeling and keypoints analysis
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2022.01 - 2022.07 Vietnam
Research Assistant
VinUni-Illinois Smart Health Center, Vin University
- First author of a journal paper at IEEE Transactions on Emerging Topics in Computing
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2020.10 - 2021.11 Vietnam
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2020.09 - 2021.01 Vietnam
Machine Learning Engineer
CBD Robotics
- In charge of building DL models and deploying them via REST API with flask
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2019.09 - 2020.10 Vietnam
Awards
- 2024
European Statistics Awards, Web Intelligence - Classification Challenge
European Statistics Awards
Runner-up
- 2023