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Xiyuan Zhang — most-cited papers & profile · Time Series
← authors
·
overview
Xiyuan Zhang
7
papers ·
86
citations ·
11
h-index
University of California San Diego
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Chronos: Learning the Language of Time Series
2024 · 59 citations
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
2022 · 23 citations
Towards Diverse and Coherent Augmentation for Time-Series Forecasting
2023 · 3 citations
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
2024 · 1 citations
Understanding the Implicit Biases of Design Choices for Time Series Foundation Models
2025
Top co-authors
Danielle C. Maddix
· 4
Abdul Fatir Ansari
· 3
Andrew Gordon Wilson
· 3
Michael W. Mahoney
· 3
Yuyang Wang
· 3
Boran Han
· 2
Christos Faloutsos
· 2
Oleksandr Shchur
· 2
Youngsuk Park
· 2
Annan Yu
· 1
Caner Turkmen
· 1
Dezhi Hong
· 1
Topics
Foundation Models
Probabilistic
Transformer Forecasters
Linear & Patch Models
Anomaly Detection
cs.LG
cs.AI