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Xinyu Chen — most-cited papers & profile · Time Series
← authors
·
overview
Xinyu Chen
4
papers ·
35
citations ·
0
h-index
National University of Singapore · Massachusetts Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting
2020 · 20 citations
Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization
2022 · 8 citations
Laplacian Convolutional Representation for Traffic Time Series Imputation
2022 · 7 citations
Interpretable Time Series Autoregression for Periodicity Quantification
2025
Top co-authors
Nicolas Saunier
· 2
and Lijun Sun
· 1
Chengyuan Zhang
· 1
Dingyi Zhuang
· 1
Jinhua Zhao
· 1
Lijun Ding
· 1
Lijun Sun
· 1
Lijun Sun
· 1
Vassilis Digalakis Jr
· 1
Xi-Le Zhao
· 1
Zhanhong Cheng
· 1
Topics
Linear & Patch Models
stat.ML
Anomaly Detection
cs.LG
cs.NI
eess.SP
stat.CO
stat.ME
Transformer Forecasters