A fast parallel attribute reduction algorithm using Apache Spark. - Linzi Yin; Liyang Qin; Zhaohui Jiang; Xuemei Xu (Knowl. Based Syst., 2021)

A novel semi-supervised prediction modeling method based on deep learning for flotation process with large drift of working conditions. - Fanlei Lu; Weihua Gui 001; Liyang Qin; Xiaoli Wang 005; Jiayi Zhou (Adv. Eng. Informatics, 2024)

A distributed evolutionary based instance selection algorithm for big data using Apache Spark. - Liyang Qin; Xiaoli Wang 005; Linzi Yin; Zhaohui Jiang (Appl. Soft Comput., 2024)

Sensorformer: Cross-patch attention with global-patch compression is effective for high-dimensional multivariate time series forecasting. - Liyang Qin; Xiaoli Wang; Chunhua Yang; Huaiwen Zou; Haochuan Zhang (CoRR, 2025)

TempoGPT: Enhancing Temporal Reasoning via Quantizing Embedding. - Haochuan Zhang; Chunhua Yang; Jie Han; Liyang Qin; Xiaoli Wang (CoRR, 2025)