Yanru Sun

19 papers A* 4Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Absolute to Relative: Rethinking Reward Shaping in Group-Based Reinforcement Learning.
CoRR
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
2026 J jnl
Lightweight channel-wise dynamic fusion model: Non-stationary time series forecasting via entropy analysis.
Inf. Fusion
Tianyu Jia, Zongxia Xie, Yanru Sun, Dilfira Kudrat, Qinghua Hu
2026 A* conf
SEED: Spectral Entropy-Guided Evaluation of Spatial-Temporal Dependencies for Multivariate Time Series Forecasting.
AAAI
Feng Xiong, Zongxia Xie, Yanru Sun, Haoyu Wang, Jianhong Lin
2025 J jnl
Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Semantic Alignment.
CoRR
Yanru Sun, Emadeldeen Eldele, Zongxia Xie, Yucheng Wang, Wenzhe Niu, Qinghua Hu, Chee Keong Kwoh, Min Wu
2025 A* conf
Hierarchical Classification Auxiliary Network for Time Series Forecasting.
AAAI
Yanru Sun, Zongxia Xie, Dongyue Chen, Emadeldeen Eldele, Qinghua Hu
2025 A* conf
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization.
ICML
Wenzhe Niu, Zongxia Xie, Yanru Sun, Wei He, Man Xu, Chao Hao
2025 J jnl
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization.
CoRR
Wenzhe Niu, Zongxia Xie, Yanru Sun, Wei He, Man Xu, Chao Hao
2025 J jnl
Lightweight Channel-wise Dynamic Fusion Model: Non-stationary Time Series Forecasting via Entropy Analysis.
CoRR
Tianyu Jia, Zongxia Xie, Yanru Sun, Dilfira Kudrat, Qinghua Hu
2025 J jnl
PPGF: Probability Pattern-Guided Time Series Forecasting.
CoRR
Yanru Sun, Zongxia Xie, Haoyu Xing, Hualong Yu, Qinghua Hu
2025 J jnl
PPGF: Probability Pattern-Guided Time Series Forecasting.
IEEE Trans. Neural Networks Learn. Syst.
Yanru Sun, Zongxia Xie, Haoyu Xing, Hualong Yu, Qinghua Hu
2025 A* conf
Patch-wise Structural Loss for Time Series Forecasting.
ICML
Dilfira Kudrat, Zongxia Xie, Yanru Sun, Tianyu Jia, Qinghua Hu
2025 J jnl
Patch-wise Structural Loss for Time Series Forecasting.
CoRR
Dilfira Kudrat, Zongxia Xie, Yanru Sun, Tianyu Jia, Qinghua Hu
2025 J jnl
RecMamba: Reconstruction-augmented dual-path Mamba for time series forecasting.
Knowl. Based Syst.
Yuxuan Zhao, Zongxia Xie, Zheng Wang, Yanru Sun, Haoyu Xing, Tianyu Jia, Dilfira Kudrat
2025 J jnl
SEED: Spectral Entropy-Guided Evaluation of SpatialTemporal Dependencies for Multivariate Time Series Forecasting.
CoRR
Feng Xiong, Zongxia Xie, Yanru Sun, Haoyu Wang, Jianhong Lin
2024 J jnl
A dynamic surge pricing model throughout product lifecycle.
Math. Comput. Simul.
Yanru Sun, Hao Sun, Panfei Sun, Xuanzhu Jin
2024 J jnl
Bilateral negotiation facilitates stable coexistence of cooperation with defection in Prisoner's Dilemma game.
Appl. Math. Comput.
Yimei Yang, Hao Sun, Guangjing Yang, Yanru Sun
2024 J jnl
Hierarchical Classification Auxiliary Network for Time Series Forecasting.
CoRR
Yanru Sun, Zongxia Xie, Dongyue Chen, Emadeldeen Eldele, Qinghua Hu
2024 J jnl
Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift.
CoRR
Yanru Sun, Zongxia Xie, Emadeldeen Eldele, Dongyue Chen, Qinghua Hu, Min Wu
2023 — conf
Spatio-Temporal Attention Model with Prior Knowledge for Solar Wind Speed Prediction.
ICANN (9)
Puguang Cai, Liu Yang, Yanru Sun