Peiyuan Liu
Scholar

Peiyuan Liu

Google Scholar ID: mS0R3qEAAAAJ
Master, Tsinghua University
Time series forecastingLLMs
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
326
 
H-index
9
 
i10-index
9
 
Publications
16
 
Co-authors
4
list available
Contact
No contact links provided.
Publications
13 items
CP Loss: Channel-wise Perceptual Loss for Time Series Forecasting
2026
Cited
0
IndexNet: Timestamp and Variable-Aware Modeling for Time Series Forecasting
2025
Cited
0
Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting
2025
Cited
0
TriForecaster: A Mixture of Experts Framework for Multi-Region Electric Load Forecasting with Tri-dimensional Specialization
2025
Cited
0
Logic-of-Thought: Empowering Large Language Models with Logic Programs for Solving Puzzles in Natural Language
2025
Cited
0
Efficient Differentiable Approximation of Generalized Low-rank Regularization
2025
Cited
0
Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment
2025
Cited
0
FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting
2025
Cited
0
Resume (English only)
Co-authors
4 total
Tao Dai
Tao Dai
Shenzhen University
Shu-Tao Xia
Shu-Tao Xia
SIGS, Tsinghua University
Yifan Hu
Yifan Hu
Tsinghua University
Co-author 4
Co-author 4