Combined Method of Artificial Intelligence Regression Forecasting Models Under Fluctuating Errors. - Hongjiu Liu; Qingyang Liu 001; Yanrong Hu (Int. J. Artif. Intell. Tools, 2019)

A Hybrid Approach for Predicting Corporate Financial Risk: Integrating SMOTE-ENN and NGBoost. - Yikun Zhu; Yanrong Hu; Qingyang Liu 001; Hongjiu Liu; Chunxin Ma; Jianxin Yin (IEEE Access, 2023)

Soybean futures price prediction with dual-stage attention-based long short-term memory: a decomposition and extension approach. - Kun Fan; Yanrong Hu; Hongjiu Liu; Qingyang Liu 001 (J. Intell. Fuzzy Syst., 2023)

Forecast stock price based on GRA-LoGo model of information filtering networks. - Qingyang Liu 001; Ramin Yahyapour (J. Intell. Fuzzy Syst., 2023)

Nonlinear parsimonious modeling based on Copula-LoGo. - Qingyang Liu 001; Ramin Yahyapour (Expert Syst. Appl., 2024)

Enhanced stock price prediction with optimized ensemble modeling using multi-source heterogeneous data: Integrating LSTM attention mechanism and multidimensional gray model. - Qingyang Liu 001; Yanrong Hu; Hongjiu Liu (J. Ind. Inf. Integr., 2024)

A novel combining method of dynamic and static web crawler with parallel computing. - Qingyang Liu 001; Ramin Yahyapour; Hongjiu Liu; Yanrong Hu (Multim. Tools Appl., 2024)

MDCNN: Multi-Teacher Distillation-Based CNN for News Text Classification. - Xiaolei Guo; Qingyang Liu 001; Yanrong Hu; Hongjiu Liu (IEEE Access, 2025)

Impact of International Environmental Emergency on Stock Market Dynamics: A RoBERTa Model and Pearson Correlation Approach. - Wenxin Tang; Qingyang Liu 001; Yanrong Hu; Hongjiu Liu (IEEE Access, 2025)

TiM4Rec: An efficient sequential recommendation model based on time-aware structured state space duality model. - Hao Fan; Mengyi Zhu; Yanrong Hu; Hailin Feng; Zhijie He; Hongjiu Liu; Qingyang Liu 001 (Neurocomputing, 2025)

Transferable Sequential Recommendation with Vanilla Cross-Entropy Loss. - Hao Fan; Yanrong Hu; Kai Fang; Qingyang Liu 001; Hongjiu Liu (CoRR, 2025)

Multi-feature stock price prediction by LSTM networks based on VMD and TMFG. - Zhixin Zhang; Qingyang Liu 001; Yanrong Hu; Hongjiu Liu (J. Big Data, 2025)