Yanru Sun

According to our database, Yanru Sun authored at least 14 papers between 2023 and 2026.

Collaborative distances:

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

2026

From Absolute to Relative: Rethinking Reward Shaping in Group-Based Reinforcement Learning.

Wenzhe Niu, Wei He, Zongxia Xie, Jinpeng Ou, Huichuan Fan, Yuchen Ge, Yanru Sun, Ziyin Wang, Yizhao Sun, Chengshun Shi, Jiuchong Gao, Jinghua Hao, Renqing He

CoRR, January, 2026

Lightweight channel-wise dynamic fusion model: Non-stationary time series forecasting via entropy analysis.

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

Inf. Fusion, 2026

SEED: Spectral Entropy-Guided Evaluation of Spatial-Temporal Dependencies for Multivariate Time Series Forecasting.

Feng Xiong, Zongxia Xie, Yanru Sun, Haoyu Wang, Jianhong Lin

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SEED: Spectral Entropy-Guided Evaluation of SpatialTemporal Dependencies for Multivariate Time Series Forecasting.

Feng Xiong, Zongxia Xie, Yanru Sun, Haoyu Wang, Jianhong Lin

CoRR, December, 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

RecMamba: Reconstruction-augmented dual-path Mamba for time series forecasting.

Yuxuan Zhao, Zongxia Xie, Zheng Wang, Yanru Sun, Haoyu Xing, Tianyu Jia, Dilfira Kudrat

Knowl. Based Syst., 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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Patch-wise Structural Loss for Time Series Forecasting.

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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Hierarchical Classification Auxiliary Network for Time Series Forecasting.

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 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