Yanru Sun
Scholar

Yanru Sun

Google Scholar ID: mt6u__wAAAAJ
Tianjin University
Machine LearningTime Series ForecastingLarge Language Model
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
72
 
H-index
5
 
i10-index
4
 
Publications
12
 
Co-authors
5
list available
Contact
No contact links provided.
Publications
9 items
From Absolute to Relative: Rethinking Reward Shaping in Group-Based Reinforcement Learning
2026
Cited
0
SEED: Spectral Entropy-Guided Evaluation of SpatialTemporal Dependencies for Multivariate Time Series Forecasting
2025
Cited
0
Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Semantic Alignment
2025
Cited
0
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization
2025
Cited
0
Lightweight Channel-wise Dynamic Fusion Model: Non-stationary Time Series Forecasting via Entropy Analysis
2025
Cited
0
Patch-wise Structural Loss for Time Series Forecasting
2025
Cited
0
PPGF: Probability Pattern-Guided Time Series Forecasting
2025
Cited
0
Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift
arXiv.org · 2024
Cited
6
Resume (English only)
Co-authors
5 total
Qinghua Hu
Qinghua Hu
Professor of Computer Science, Tianjin University
Emadeldeen Eldele
Emadeldeen Eldele
Assistant Professor, Khalifa University
Wu Min
Wu Min
Principal Scientist, Institute for Infocomm Research
Chee Keong KWOH
Chee Keong KWOH
Nanyang Technological University
Co-author 5
Co-author 5