Duc Minh Nguyen

According to our database, Duc Minh Nguyen authored at least 16 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization.

Tien Huu Do, Duc Minh Nguyen, Giannis Bekoulis, Adrian Munteanu, Nikos Deligiannis

Expert Syst. Appl., 2021

2020

Geometric Matrix Completion With Deep Conditional Random Fields.

Duc Minh Nguyen, A. Robert Calderbank, Nikos Deligiannis

IEEE Trans. Neural Networks Learn. Syst., 2020

Temporal Collaborative Filtering with Graph Convolutional Neural Networks.

Esther Rodrigo Bonet, Duc Minh Nguyen, Nikos Deligiannis

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Graph Auto-Encoder for Graph Signal Denoising.

Tien Huu Do, Duc Minh Nguyen, Nikos Deligiannis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Fake News Detection using Deep Markov Random Fields.

Duc Minh Nguyen, Tien Huu Do, A. Robert Calderbank, Nikos Deligiannis

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference.

Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Angel Lopez Aguirre, Valerio Panzica La Manna, Frank J. Pasveer, Wilfried Philips, Nikos Deligiannis

Proceedings of the IEEE International Conference on Acoustics, 2019

Rumour Detection Via News Propagation Dynamics and User Representation Learning.

Tien Huu Do, Xiao Luo, Duc Minh Nguyen, Nikos Deligiannis

Proceedings of the IEEE Data Science Workshop, 2019

2018

Learning Discrete Matrix Factorization Models.

Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis

IEEE Signal Process. Lett., 2018

Matrix Factorization via Deep Learning.

Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis

CoRR, 2018

Extendable Neural Matrix Completion.

Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Twitter User Geolocation Using Deep Multiview Learning.

Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning.

Duc Minh Nguyen, Evaggelia Tsiligianni, A. Robert Calderbank, Nikos Deligiannis

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery.

Yu Liu, Duc Minh Nguyen, Nikos Deligiannis, Wenrui Ding, Adrian Munteanu

Remote. Sens., 2017

Multiview Deep Learning for Predicting Twitter Users' Location.

Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis

CoRR, 2017

Deep learning sparse ternary projections for compressed sensing of images.

Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2015

Robust stereo matching using census cost, discontinuity-preserving disparity computation and view-consistent refinement.

Duc Minh Nguyen, Jan Hanca, Shao-Ping Lu, Adrian Munteanu

Proceedings of the 2015 International Conference on 3D Imaging, 2015