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Xingyu Zhang — most-cited papers & profile · Time Series
← authors
·
overview
Xingyu Zhang
17
papers ·
12
citations ·
0
h-index
Shandong University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Not All Frequencies Are Created Equal:Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting
2024 · 8 citations
Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting
2026
Closing the Loop: A Control-Theoretic Framework for Provably Stable Time Series Forecasting with LLMs
2026
Beyond All-to-All: Causal-Aligned Transformer with Dynamic Structure Learning for Multivariate Time Series Forecasting
2025
Top co-authors
Changwen Zheng
· 4
Wenwen Qiang
· 4
Zeen Song
· 4
Jianqi Zhang
· 3
Hanyun Du
· 2
Siyu Zhao
· 2
Huijie Guo
· 1
Jingyao Wang
· 1
Xin Yu
· 1
Topics
Probabilistic
Transformer Forecasters
Foundation Models
Linear & Patch Models