Dong Liu

According to our database, Dong Liu authored at least 15 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Normalizing Flow based Hidden Markov Models for Classification of Speech Phones with Explainability.

Anubhab Ghosh, Antoine Honoré, Dong Liu, Gustav Eje Henter, Saikat Chatterjee

CoRR, 2021

2020

Perspectives on Probabilistic Graphical Models.

Dong Liu

PhD thesis, 2020

Graph Neural Networks for Massive MIMO Detection.

Andrea Scotti, Nima N. Moghadam, Dong Liu, Karl Gafvert, Jinliang Huang

CoRR, 2020

α Belief Propagation for Approximate Inference.

Dong Liu, Minh Thành Vu, Zuxing Li, Lars K. Rasmussen

CoRR, 2020

Region-based Energy Neural Network for Approximate Inference.

Dong Liu, Ragnar Thobaben, Lars K. Rasmussen

CoRR, 2020

Robust Classification Using Hidden Markov Models and Mixtures of Normalizing Flows.

Anubhab Ghosh, Antoine Honoré, Dong Liu, Gustav Eje Henter, Saikat Chatterjee

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Neural Network based Explicit Mixture Models and Expectation-maximization based Learning.

Dong Liu, Minh Thành Vu, Saikat Chatterjee, Lars K. Rasmussen

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Hidden Markov Models for Sepsis Detection in Preterm Infants.

Antoine Honoré, Dong Liu, David Forsberg, Karen Coste, Eric Herlenius, Saikat Chatterjee, Mikael Skoglund

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Powering Hidden Markov Model by Neural Network Based Generative Models.

Dong Liu, Antoine Honoré, Saikat Chatterjee, Lars K. Rasmussen

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

A Game Theoretic Analysis of LQG Control under Adversarial Attack.

Zuxing Li, György Dán, Dong Liu

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Will Scale-Free Popularity Develop Scale-Free Geo-Social Networks?

Dong Liu, Viktoria Fodor, Lars Kildehoj Rasmussen

IEEE Trans. Netw. Sci. Eng., 2019

Discontinuous Reception for Multiple-Beam Communication.

Dong Liu, Chao Wang, Lars K. Rasmussen

IEEE Access, 2019

On Dominant Interference in Random Networks and Communication Reliability.

Dong Liu, Baptiste Cavarec, Lars K. Rasmussen, Jing Yue

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Entropy-regularized Optimal Transport Generative Models.

Dong Liu, Minh Thành Vu, Saikat Chatterjee, Lars K. Rasmussen

Proceedings of the IEEE International Conference on Acoustics, 2019

α Belief Propagation as Fully Factorized Approximation.

Dong Liu, Nima N. Moghadam, Lars K. Rasmussen, Jinliang Huang, Saikat Chatterjee

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019