Viet Quoc Pham

Viet Quoc Pham is currently an Assistant Professor in Networks and Distributed Systems with the School of Computer Science and Statistics, Trinity College Dublin, The University of Dublin, Ireland. He is also an ADVANCE CRT supervisor and an Associate Investigator with the SFI CONNECT centre, Ireland. For further information, https://phamqv.github.io/.

Deep Learning for Data and Radio Signal Processing

Viet Quoc Pham (email | all projects)

With the great capability of learning high-level representational features of unstructured data automatically, deep learning is acknowledged as a powerful machine learning algorithm for radio signal processing. For example, convolutional neural networks are leveraged to develop automatic modulation classification frameworks in [1]-[3]. CNNs are also used to design intelligent frameworks that can accurately classify waveform … Read more

Wireless Artificial Intelligence | Federated Learning

Viet Quoc Pham (email | all projects)

Federated learning is a paradigm breakthrough shift in AI for data privacy preservation. Unlike conventional artificial intelligence (AI) techniques, federated learning does not require the users to share the data, but only the AI model parameters. As such, federated learning has found notable successes in numerous applications (e.g., Google keyboard, localization, security, and data sharing) … Read more