Duc Minh Nguyen

25 papers B 1Misc 4Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization. Expert Syst. Appl. Tien Huu Do, Duc Minh Nguyen, Giannis Bekoulis, Adrian Munteanu, Nikos Deligiannis
2020	J	`jnl`	Geometric Matrix Completion With Deep Conditional Random Fields. IEEE Trans. Neural Networks Learn. Syst. Duc Minh Nguyen, A. Robert Calderbank, Nikos Deligiannis
2020	Misc	`conf`	Graph Auto-Encoder for Graph Signal Denoising. ICASSP Tien Huu Do, Duc Minh Nguyen, Nikos Deligiannis
2020	J	`jnl`	Graph Convolutional Neural Networks with Node Transition Probability-based Message Passing and DropNode Regularization. CoRR Tien Huu Do, Duc Minh Nguyen, Giannis Bekoulis, Adrian Munteanu, Nikos Deligiannis
2020	B	`conf`	Temporal Collaborative Filtering with Graph Convolutional Neural Networks. ICPR Esther Rodrigo Bonet, Duc Minh Nguyen, Nikos Deligiannis
2020	J	`jnl`	Temporal Collaborative Filtering with Graph Convolutional Neural Networks. CoRR Esther Rodrigo Bonet, Duc Minh Nguyen, Nikos Deligiannis
2019	—	`conf`	Fake News Detection using Deep Markov Random Fields. NAACL-HLT (1) Duc Minh Nguyen, Tien Huu Do, A. Robert Calderbank, Nikos Deligiannis
2019	J	`jnl`	Geometric Matrix Completion with Deep Conditional Random Fields. CoRR Duc Minh Nguyen, A. Robert Calderbank, Nikos Deligiannis
2019	Misc	`conf`	Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference. ICASSP Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Angel Lopez Aguirre, Valerio Panzica La Manna, Frank J. Pasveer, Wilfried Philips, Nikos Deligiannis
2019	—	`conf`	Rumour Detection Via News Propagation Dynamics and User Representation Learning. DSW Tien Huu Do, Xiao Luo, Duc Minh Nguyen, Nikos Deligiannis
2019	J	`jnl`	Rumour Detection via News Propagation Dynamics and User Representation Learning. CoRR Tien Huu Do, Xiao Luo, Duc Minh Nguyen, Nikos Deligiannis
2018	Misc	`conf`	Extendable Neural Matrix Completion. ICASSP Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
2018	J	`jnl`	Extendable Neural Matrix Completion. CoRR Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
2018	J	`jnl`	Learning Discrete Matrix Factorization Models. IEEE Signal Process. Lett. Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
2018	J	`jnl`	Matrix Completion With Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference. CoRR Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Angel Lopez Aguirre, Valerio Panzica La Manna, Frank J. Pasveer, Wilfried Philips, Nikos Deligiannis
2018	J	`jnl`	Matrix Factorization via Deep Learning. CoRR Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
2018	—	`conf`	Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning. EUSIPCO Duc Minh Nguyen, Evaggelia Tsiligianni, A. Robert Calderbank, Nikos Deligiannis
2018	J	`jnl`	Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning. CoRR Duc Minh Nguyen, Evaggelia Tsiligianni, A. Robert Calderbank, Nikos Deligiannis
2018	Misc	`conf`	Twitter User Geolocation Using Deep Multiview Learning. ICASSP Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2018	J	`jnl`	Twitter User Geolocation using Deep Multiview Learning. CoRR Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2017	J	`jnl`	Deep Learning Sparse Ternary Projections for Compressed Sensing of Images. CoRR Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
2017	—	`conf`	Deep learning sparse ternary projections for compressed sensing of images. GlobalSIP Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
2017	J	`jnl`	Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery. Remote. Sens. Yu Liu, Duc Minh Nguyen, Nikos Deligiannis, Wenrui Ding, Adrian Munteanu
2017	J	`jnl`	Multiview Deep Learning for Predicting Twitter Users' Location. CoRR Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2015	—	`conf`	Robust stereo matching using census cost, discontinuity-preserving disparity computation and view-consistent refinement. IC3D Duc Minh Nguyen, Jan Hanca, Shao-Ping Lu, Adrian Munteanu