PhD Forum Abstract: Towards Deep Learning in Signal Translation for Cross Configurations in device-free WiFi Sensing. - Isura Nirmal (IPSN, 2020)

Poster Abstract: Combating Transceiver Layout Variation in Device-Free WiFi Sensing using Convolutional Autoencoder. - Isura Nirmal; Abdelwahed Khamis; Wen Hu 001; Mahbub Hassan; Xiaoqing Zhu (IPSN, 2020)

Deep Learning for Radio-Based Human Sensing: Recent Advances and Future Directions. - Isura Nirmal; Abdelwahed Khamis; Mahbub Hassan; Wen Hu 001; Xiaoqing Zhu (IEEE Commun. Surv. Tutorials, 2021)

WiFi2Radar: Orientation-Independent Single-Receiver WiFi Sensing via WiFi to Radar Translation. - Isura Nirmal; Abdelwahed Khamis; Mahbub Hassan; Wen Hu 001; Rui Li; Avinash Kalyanaraman (IEEE Internet Things J., 2024)

Improving mmWave based Hand Hygiene Monitoring through Beam Steering and Combining Techniques. - Isura Nirmal; Wen Hu 001; Mahbub Hassan; Abdelwahed Khamis; Elias Aboutanios (SenSys, 2025)