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Title:
Xinyu Chen
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Domain:
xinychen.github.io
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Links
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About Me
https://xinychen.github.io/index.html
News
https://xinychen.github.io/news.html
Publications
https://xinychen.github.io/publications.html
Projects
https://xinychen.github.io/projects.html
Talks
https://xinychen.github.io/talks.html
Services
https://xinychen.github.io/service.html
Teaching
https://xinychen.github.io/teaching.html
Massachusetts Institute of Technology (MIT)
https://sites.mit.edu/xinychen/
Jinhua Zhao
https://zhaojinhua.com/
Mens, Manus, and Machina (M3S)
https://m3s.mit.edu/
Nicolas Saunier
http://n.saunier.free.fr/saunier/
IVADO PhD Excellence Scholarship
https://ivado.ca/en/scholarships-and-grants/phd-excellence-scholarships/
CIRRELT PhD Excellence Scholarship
https://www.cirrelt.ca/
Bayesian temporal factorization for multidimensional time series prediction
https://doi.org/10.1109/TPAMI.2021.3066551
Forecasting urban traffic states with sparse data using Hankel temporal matrix factorization
https://doi.org/10.1287/ijoc.2022.0197
Forecasting sparse movement speed of urban road networks with nonstationary temporal matrix factorization
https://pubsonline.informs.org/doi/abs/10.1287/trsc.2024.0629
Laplacian convolutional representation for traffic time series imputation
https://doi.org/10.1109/TKDE.2024.3419698
Discovering dynamic patterns from spatiotemporal data with time-varying low-rank autoregression
https://doi.org/10.1109/TKDE.2023.3294440
Dynamic autoregressive tensor factorization for pattern discovery of spatiotemporal systems
https://doi.org/10.1109/TPAMI.2025.3576719
Correlating time series with interpretable convolutional kernels
https://doi.org/10.1109/TKDE.2025.3550877
Interpretable time series autoregression for periodicity quantification
https://xinychen.github.io/papers/sparse_ar.pdf
Data-driven discovery of mobility periodicity for understanding urban systems
https://xinychen.github.io/papers/mobility_periodicity.pdf
IEEE Transactions on Knowledge and Data Engineering
https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=69
IEEE Transactions on Pattern Analysis and Machine Intelligence
https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=34
INFORMS Journal on Computing
https://pubsonline.informs.org/journal/ijoc
Transportation Science
https://pubsonline.informs.org/journal/trsc
GitHub
https://github.com/xinychen
transdim
https://github.com/xinychen/transdim
awesome-latex-drawing
https://github.com/xinychen/awesome-latex-drawing
Spatiotemporal Data Computing
https://spatiotemporal-data.github.io/
Time series convolution
https://spatiotemporal-data.github.io/posts/ts_conv/
Awesome LaTeX drawing
https://spatiotemporal-data.github.io/awesome-latex-drawing/
Time series periodicity
https://xinychen.github.io/ts_periodicity
Knowledge Repository
https://spatiotemporal-data.github.io/bib/
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