Spatio-Temporal Attention Model with Prior Knowledge for Solar Wind Speed Prediction. - Puguang Cai; Liu Yang; Yanru Sun (ICANN (9), 2023)

Bilateral negotiation facilitates stable coexistence of cooperation with defection in Prisoner's Dilemma game. - Yimei Yang; Hao Sun; Guangjing Yang; Yanru Sun (Appl. Math. Comput., 2024)

Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift. - Yanru Sun; Zongxia Xie; Emadeldeen Eldele; Dongyue Chen; Qinghua Hu; Min Wu 008 (CoRR, 2024)

A dynamic surge pricing model throughout product lifecycle. - Yanru Sun; Hao Sun 011; Panfei Sun; Xuanzhu Jin (Math. Comput. Simul., 2024)

Hierarchical Classification Auxiliary Network for Time Series Forecasting. - Yanru Sun; Zongxia Xie; Dongyue Chen; Emadeldeen Eldele; Qinghua Hu (AAAI, 2025)

Patch-wise Structural Loss for Time Series Forecasting. - Dilfira Kudrat; Zongxia Xie; Yanru Sun; Tianyu Jia; Qinghua Hu (CoRR, 2025)

Lightweight Channel-wise Dynamic Fusion Model: Non-stationary Time Series Forecasting via Entropy Analysis. - Tianyu Jia; Zongxia Xie; Yanru Sun; Dilfira Kudrat; Qinghua Hu (CoRR, 2025)

LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization. - Wenzhe Niu; Zongxia Xie; Yanru Sun; Wei He; Man Xu; Chao Hao (CoRR, 2025)

Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Semantic Alignment. - Yanru Sun; Emadeldeen Eldele; Zongxia Xie; Yucheng Wang 001; Wenzhe Niu; Qinghua Hu; Chee Keong Kwoh 001; Min Wu 008 (CoRR, 2025)

PPGF: Probability Pattern-Guided Time Series Forecasting. - Yanru Sun; Zongxia Xie; Haoyu Xing; Hualong Yu; Qinghua Hu (IEEE Trans. Neural Networks Learn. Syst., 2025)