Community Discovery Algorithm Based on Improved Deep Sparse Autoencoder. - Dianying Chen; Xuesong Jiang; Jun Chen; Xiumei Wei (ICONIP (4), 2022)

Multi-view clustering method based on graph attention autoencoder. - Dianying Chen; Xiumei Wei; Xuesong Jiang (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

Community discovery method based on graph attention autoencoder. - Dianying Chen; Xiumei Wei; Xuesong Jiang (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

A Two-Stage Boundary-Enhanced Contrastive Learning approach for nested named entity recognition. - Yaodi Liu; Kun Zhang; Rong Tong; Chenxi Cai; Dianying Chen; Xiaohe Wu (Expert Syst. Appl., 2025)

A Flat-Span Contrastive Learning Method for Nested Named Entity Recognition. - Yaodi Liu; Kun Zhang; Rong Tong; Chenxi Cai; Dianying Chen; Xiaohe Wu (Int. J. Asian Lang. Process., 2025)

A discontinuous NER model based on token prediction and contrastive learning to enhance span. - Yaodi Liu; Kun Zhang; Dianying Chen; Chenxi Cai; Xiaohe Wu; Rong Tong (J. Supercomput., 2025)