Yanru Sun

According to our database, Yanru Sun authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

PPGF: Probability Pattern-Guided Time Series Forecasting.

Yanru Sun, Zongxia Xie, Haoyu Xing, Hualong Yu, Qinghua Hu

IEEE Trans. Neural Networks Learn. Syst., August, 2025

Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Semantic Alignment.

Yanru Sun, Emadeldeen Eldele, Zongxia Xie, Yucheng Wang, Wenzhe Niu, Qinghua Hu, Chee Keong Kwoh, Min Wu

CoRR, August, 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, March, 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, March, 2025

Patch-wise Structural Loss for Time Series Forecasting.

Dilfira Kudrat, Zongxia Xie, Yanru Sun, Tianyu Jia, Qinghua Hu

CoRR, March, 2025

Hierarchical Classification Auxiliary Network for Time Series Forecasting.

Yanru Sun, Zongxia Xie, Dongyue Chen, Emadeldeen Eldele, Qinghua Hu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

A dynamic surge pricing model throughout product lifecycle.

Yanru Sun, Hao Sun, Panfei Sun, Xuanzhu Jin

Math. Comput. Simul., 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

CoRR, 2024

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

2023

Spatio-Temporal Attention Model with Prior Knowledge for Solar Wind Speed Prediction.

Puguang Cai, Liu Yang, Yanru Sun

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023