RF-based Direction Finding of Small Unmanned Aerial Vehicles Using Deep Neural Networks. - Samith Abeywickrama; Lahiru Jayasinghe; Hua Fu; Chau Yuen (CoRR, 2017)

RF-based Direction Finding of UAVs Using DNN. - Samith Abeywickrama; Lahiru Jayasinghe; Hua Fu; Subashini Nissanka; Chau Yuen (ICCS, 2018)

Drone Classification and Localization Using Micro-Doppler Signature with Low-Frequency Signal. - Yingxiang Sun; Hua Fu; Samith Abeywickrama; Lahiru Jayasinghe; Chau Yuen; Jiajia Chen 002 (ICCS, 2018)

Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery. - Lahiru Jayasinghe; Tharaka Samarasinghe; Chau Yuen; Shuzhi Sam Ge (CoRR, 2018)

DCASE 2018 Challenge: Solution for Task 5. - Jeremy Chew; Yingxiang Sun; Lahiru Jayasinghe; Chau Yuen (CoRR, 2018)

Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery. - Lahiru Jayasinghe; Tharaka Samarasinghe; Chau Yuen; Jenny Chen Ni Low; Shuzhi Sam Ge (ICIT, 2019)

Feature Learning and Analysis for Cleanliness Classification in Restrooms. - Lahiru Jayasinghe; Nipun Wijerathne; Chau Yuen; Meng Zhang 010 (IEEE Access, 2019)

Deep neural network-aided Gaussian message passing detection for ultra-reliable low-latency communications. - Jie Guo 008; Bin Song 001; Yuhao Chi; Lahiru Jayasinghe; Chau Yuen; Yong Liang Guan 001; Xiaojiang Du; Mohsen Guizani (Future Gener. Comput. Syst., 2019)

Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications. - Chinthaka Gamanayake; Lahiru Jayasinghe; Benny Kai Kiat Ng; Chau Yuen (IEEE J. Sel. Top. Signal Process., 2020)

Micro-Doppler Signature-Based Detection, Classification, and Localization of Small UAV With Long Short-Term Memory Neural Network. - Yingxiang Sun; Samith Abeywickrama; Lahiru Jayasinghe; Chau Yuen; Jiajia Chen 002; Meng Zhang 010 (IEEE Trans. Geosci. Remote. Sens., 2021)

Time-Series Regeneration With Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation. - Xuewen Zhang; Yan Qin; Chau Yuen; Lahiru Jayasinghe; Xiang Liu 001 (IEEE Trans. Ind. Informatics, 2021)

A Hybrid Deep Learning Model-Based Remaining Useful Life Estimation for Reed Relay With Degradation Pattern Clustering. - Chinthaka Gamanayake; Yan Qin; Chau Yuen; Lahiru Jayasinghe; Dominique-Ea Tan; Jenny Chen Ni Low (IEEE Trans. Ind. Informatics, 2023)