Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference.
E. R. Bonet, T. H. Do, X. Qin, J. Hofman, V. P. La Manna, W. Philips, and N. Deligiannis.
IEEE Transactions on Signal and Information Processing over Networks, Volume 8, 2022.

Conditional Variational Graph Autoencoder for Air Pollution Forecasting.
E. R. Bonet, T. H. Do, X. Qin, J. Hofman, V. P. La Manna, W. Philips, and N. Deligiannis.
EUSIPCO, 2022.

Context-Aware Deep Markov Random Fields for Fake News Detection.
T. H. Do, M. Berneman, J. Patro, G. Bekoulis, and N. Deligiannis.
IEEE Access, Volume 9, 2021.

Graph Convolutional Neural Networks with Node Transition Probability-based Message Passing and DropNode Regularization.
T. H. Do, D. M. Nguyen, G. Bekoulis, A. Munteanu, and N. Deligiannis.
Expert Systems with Applications, Volume 174, 2021.

Graph-deep-learning-based inference of fine-grained air quality from mobile IoT sensors.
T. H. Do, E. Tsiligianni, X. Qin, J. Hofman, V. P. La Manna, W. Philips, and N. Deligiannis
IEEE Internet of Things Journal, Volume 7, 2020.

Fake news detection using deep markov random fields.
D. M. Nguyen, T. H. Do, R. Calderbank, and N. Deligiannis
NAACL, 2019.

Data Scientist @ Pfizer

September 2021 - Present

Sequence-to-sequence models, contextual embeddings, and graph-based recommendation

Postdoctoral Researcher @ ETRO, VUB

February 2021 - August 2021

Fake news detection with transformers and graph learning

PhD Researcher @ ETRO, VUB

November 2016 - January 2021

Graph-based deep learning, natural language processing and applications.

Senior Software Engineer @ WISeKey

May 2012 - September 2014

iOS/Android Software Development

Core Banking System Developer @ An Binh Bank

November 2011 - April 2012

Core banking development

Software Developer @ Nomovok

August 2010 - October 2011

MeeGo OS application development

Software Developer @ FPT Software

October 2009 - August 2010

Franking machine embedded software development

Vrije Universiteit Brussel

2016 - 2021

PhD in graph-based deep learning under the supervision of Prof. Nikolaos Deligiannis at ETRO.
Dissertation on Graph-based deep learning for social media and smart city analytics.

Vrije Universiteit Brussel

2014 - 2016

MSc in Applied Computer Science.

Thesis on Twitter data processing using advanced sparse coding techniques under the supervision of Prof. Nikolaos Deligiannis.

Hanoi University of Science and Technology

2004 - 2009

Engineer in Control and Automation.