Robust stereo matching using census cost, discontinuity-preserving disparity computation and view-consistent refinement. - Duc Minh Nguyen 002; Jan Hanca; Shao-Ping Lu; Adrian Munteanu 001 (IC3D, 2015)

Deep learning sparse ternary projections for compressed sensing of images. - Duc Minh Nguyen 002; Evaggelia Tsiligianni; Nikos Deligiannis (GlobalSIP, 2017)

Multiview Deep Learning for Predicting Twitter Users' Location. - Tien Huu Do; Duc Minh Nguyen 002; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (CoRR, 2017)

Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery. - Yu Liu; Duc Minh Nguyen 002; Nikos Deligiannis; Wenrui Ding; Adrian Munteanu 001 (Remote. Sens., 2017)

Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning. - Duc Minh Nguyen 002; Evaggelia Tsiligianni; A. Robert Calderbank; Nikos Deligiannis (EUSIPCO, 2018)

Twitter User Geolocation Using Deep Multiview Learning. - Tien Huu Do; Duc Minh Nguyen 002; Evaggelia Tsiligianni; Bruno Cornelis; Nikos Deligiannis (ICASSP, 2018)

Extendable Neural Matrix Completion. - Duc Minh Nguyen 002; Evaggelia Tsiligianni; Nikos Deligiannis (ICASSP, 2018)

Matrix Factorization via Deep Learning. - Duc Minh Nguyen 002; Evaggelia Tsiligianni; Nikos Deligiannis (CoRR, 2018)

Learning Discrete Matrix Factorization Models. - Duc Minh Nguyen 002; Evaggelia Tsiligianni; Nikos Deligiannis (IEEE Signal Process. Lett., 2018)

Rumour Detection Via News Propagation Dynamics and User Representation Learning. - Tien Huu Do; Xiao Luo; Duc Minh Nguyen 002; Nikos Deligiannis (DSW, 2019)

Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference. - Tien Huu Do; Duc Minh Nguyen 002; Evaggelia Tsiligianni; Angel Lopez Aguirre; Valerio Panzica La Manna; Frank J. Pasveer; Wilfried Philips; Nikos Deligiannis (ICASSP, 2019)

Fake News Detection using Deep Markov Random Fields. - Duc Minh Nguyen 002; Tien Huu Do; A. Robert Calderbank; Nikos Deligiannis (NAACL-HLT (1), 2019)

Graph Auto-Encoder for Graph Signal Denoising. - Tien Huu Do; Duc Minh Nguyen 002; Nikos Deligiannis (ICASSP, 2020)

Temporal Collaborative Filtering with Graph Convolutional Neural Networks. - Esther Rodrigo Bonet; Duc Minh Nguyen 002; Nikos Deligiannis (ICPR, 2020)

Geometric Matrix Completion With Deep Conditional Random Fields. - Duc Minh Nguyen 002; A. Robert Calderbank; Nikos Deligiannis (IEEE Trans. Neural Networks Learn. Syst., 2020)

Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization. - Tien Huu Do; Duc Minh Nguyen 002; Giannis Bekoulis; Adrian Munteanu 001; Nikos Deligiannis (Expert Syst. Appl., 2021)