Fast Deep Learning Training through Intelligently Freezing Layers. - Xueli Xiao; Thosini Bamunu Mudiyanselage; Chunyan Ji; Jie Hu 007; Yi Pan 001 (iThings/GreenCom/CPSCom/SmartData, 2019)

Feature selection with graph mining technology. - Thosini Bamunu Mudiyanselage; Yanqing Zhang 001 (Big Data Min. Anal., 2019)

Graph Convolution Networks Using Message Passing and Multi-Source Similarity Features for Predicting circRNA-Disease Association. - Thosini Bamunu Mudiyanselage; Xiujuan Lei; Nipuna Senanayake; Yanqing Zhang 001; Yi Pan 001 (BIBM, 2020)

PK-GCN: Prior Knowledge Assisted Image Classification using Graph Convolution Networks. - Xueli Xiao; Chunyan Ji; Thosini Bamunu Mudiyanselage; Yi Pan 001 (CoRR, 2020)

Deep Fuzzy Neural Networks for Biomarker Selection for Accurate Cancer Detection. - Thosini Bamunu Mudiyanselage; Xueli Xiao; Yanqing Zhang 001; Yi Pan 001 (IEEE Trans. Fuzzy Syst., 2020)

A comprehensive survey on computational methods of non-coding RNA and disease association prediction. - Xiujuan Lei; Thosini Bamunu Mudiyanselage; Yuchen Zhang 003; Chen Bian; Wei Lan; Ning Yu 004; Yi Pan 001 (Briefings Bioinform., 2021)

Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks. - Thosini Bamunu Mudiyanselage; Nipuna Senanayake; Chunyan Ji; Yi Pan 001; Yanqing Zhang 001 (CoRR, 2021)

A review of infant cry analysis and classification. - Chunyan Ji; Thosini Bamunu Mudiyanselage; Yutong Gao 002; Yi Pan 001 (EURASIP J. Audio Speech Music. Process., 2021)