A New Deep Network Model for Stock Price Prediction. - Min Liu 024; Hui Sheng; Ningyi Zhang; Yu Chen; Longjun Huang (ML4CS (3), 2022)

LA-ESN: A Novel Method for Time Series Classification. - Hui Sheng; Min Liu 024; Jiyong Hu; Ping Li; Yali Peng; Yugen Yi (Inf., 2023)

DSDCLNet: Dual-stream encoder and dual-level contrastive learning network for supervised multivariate time series classification. - Min Liu 024; Hui Sheng; Ningyi Zhang; Panpan Zhao; Yugen Yi; Yirui Jiang; Jiangyan Dai (Knowl. Based Syst., 2024)

BSDSGANet: Bidirectional Skip-stored Dual-Stream Gated Attention Network for multivariate time series classification. - Yugen Yi; Panpan Zhao; Hui Sheng; Min Liu 024; Shicheng Li; Jiangyan Dai; Jun Kong 004; Shaojie Qiao (Knowl. Based Syst., 2025)