Duc-Thinh Ngo

According to our database, Duc-Thinh Ngo authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Dynamic graph learning algorithms for digital twins of network architectures. (Algorithmes d'apprentissage dynamique pour le jumeau numérique des infrastructures du réseau).

Duc-Thinh Ngo

PhD thesis, 2025

Rethinking traffic prediction in Mobile Network Digital Twins: A flexible inductive graph-based learning model for data-scarce scenarios.

Duc-Thinh Ngo, Ons Aouedi, Kandaraj Piamrat, Thomas Hassan, Philippe Raipin Parvédy

Comput. Networks, 2025

Towards Scalable O-RAN Resource Management: Graph-Augmented Proximal Policy Optimization.

Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy

Proceedings of the 23rd International Symposium on Network Computing and Application, 2025

2024

FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning.

Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy

Proceedings of the 35th IEEE International Symposium on Personal, 2024

2023

Empowering Digital Twin for Future Networks with Graph Neural Networks: Overview, Enabling Technologies, Challenges, and Opportunities.

Duc-Thinh Ngo, Ons Aouedi, Kandaraj Piamrat, Thomas Hassan, Philippe Raipin Parvédy

Future Internet, 2023

A Generic Approach to Integrating Time into Spatial-Temporal Forecasting via Conditional Neural Fields.

Minh-Thanh Bui, Duc-Thinh Ngo, Demin Lu, Zonghua Zhang

CoRR, 2023