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Zhiding Liu — most-cited papers & profile · Time Series
← authors
·
overview
Zhiding Liu
10
papers ·
51
citations ·
7
h-index
University of Science and Technology of China
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Generative Pretrained Hierarchical Transformer for Time Series Forecasting
2024 · 44 citations
StaTS: Spectral Trajectory Schedule Learning for Adaptive Time Series Forecasting with Frequency Guided Denoiser
2026
OneCast: Structured Decomposition and Modular Generation for Cross-Domain Time Series Forecasting
2025
DisenTS: Disentangled Channel Evolving Pattern Modeling for Multivariate Time Series Forecasting
2024
Top co-authors
Mingyue Cheng
· 3
Jiqian Yang
· 2
Qi Liu
· 2
Yucong Luo
· 2
Zhi Li
· 2
Enhong Chen
· 1
Jintao Zhang
· 1
Jintao Zhang
· 1
Mingyue Cheng
· 1
Qi Liu
· 1
Qingyang Mao
· 1
Shilong Zhang
· 1
Topics
Transformer Forecasters
Domain — Finance
Probabilistic
Foundation Models
Domain — Energy/Weather