The Changing Role of the Software Engineer. - Edward Meade; Emma O'Keeffe; Niall Lyons; Dean Lynch; Murat Yilmaz 001; Ulas Güleç; Rory V. O'Connor; Paul M. Clarke (EuroSPI, 2019)

Improved Deep Representation Learning for Human Activity Recognition using IMU Sensors. - Niall Lyons; Avik Santra; Ashutosh Pandey (ICMLA, 2021)

XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values. - Anand Dubey; Niall Lyons; Avik Santra; Ashutosh Pandey (ICMLA, 2022)

Robust Representations for Keyword Spotting Systems. - Aidan Smyth; Niall Lyons; Ted Wada; Robert Zopf; Ashutosh Pandey; Avik Santra (ICPR, 2022)

XAI-Increment: A Novel Approach Leveraging LIME Explanations for Improved Incremental Learning. - Arnab Neelim Mazumder; Niall Lyons; Anand Dubey; Ashutosh Pandey; Avik Santra (CoRR, 2022)

Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach. - Arnab Neelim Mazumder; Niall Lyons; Ashutosh Pandey; Avik Santra; Tinoosh Mohsenin (EUSIPCO, 2023)

WIFIACT: Enhancing Human Sensing Through Environment Robust Preprocessing And Bayesian Self-Supervised Learning. - Niall Lyons; Avik Santra; Vikram Kumar Ramanna; Kiran Uln; Rakesh Taori; Ashutosh Pandey (ICASSP, 2024)

WiSenseNet: A Unified Foundation Model for Diverse Wi-Fi Sensing Tasks Using Channel State Information. - Niall Lyons; Ashutosh Pandey; Avik Santra (ICASSP, 2025)