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ORCIDXinyu Chen 0002
Person information
- unicode name: 陈新宇
- affiliation: Massachusetts Institute of Technology, Cambridge, MA, USA
- affiliation (PhD 2023): University of Montreal, QC, Canada
Other persons with the same name
- Xinyu Chen (aka: XinYu Chen, Xin-Yu Chen) — disambiguation page
- Xinyu Chen 0001
![[0000-0003-1951-5015]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-1951-5015")
— National University of Singapore - Xinyu Chen 0003 — Harbin Institute of Technology Shenzhen, Department of Computer Science and Technology, Shenzhen, China
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2020 – today
- 2024
[j6]Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen, Nicolas Saunier, Lijun Sun:
Discovering Dynamic Patterns From Spatiotemporal Data With Time-Varying Low-Rank Autoregression. IEEE Trans. Knowl. Data Eng. 36(2): 504-517 (2024)- [j5]Xinyu Chen, Zhanhong Cheng, HanQin Cai, Nicolas Saunier, Lijun Sun:
Laplacian Convolutional Representation for Traffic Time Series Imputation. IEEE Trans. Knowl. Data Eng. 36(11): 6490-6502 (2024) - [i11]Xinyu Chen, HanQin Cai, Fuqiang Liu, Jinhua Zhao:
Correlating Time Series with Interpretable Convolutional Kernels. CoRR abs/2409.01362 (2024) - 2023
- [j4]Ben-Zheng Li, Xi-Le Zhao, Xiongjun Zhang, Teng-Yu Ji, Xinyu Chen, Michael K. P. Ng:
A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion. SIAM J. Imaging Sci. 16(3): 1370-1397 (2023) - 2022
- [j3]Xinyu Chen, Lijun Sun:
Bayesian Temporal Factorization for Multidimensional Time Series Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 4659-4673 (2022) - [j2]Xinyu Chen, Mengying Lei, Nicolas Saunier, Lijun Sun:
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation. IEEE Trans. Intell. Transp. Syst. 23(8): 12301-12310 (2022) - [i10]Xinyu Chen, Chengyuan Zhang, Xi-Le Zhao, Nicolas Saunier, Lijun Sun:
Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting. CoRR abs/2203.10651 (2022) - [i9]Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen, Nicolas Saunier, Lijun Sun:
Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression. CoRR abs/2211.15482 (2022) - [i8]Xinyu Chen, Zhanhong Cheng, Nicolas Saunier, Lijun Sun:
Laplacian Convolutional Representation for Traffic Time Series Imputation. CoRR abs/2212.01529 (2022) - 2021
- [i7]Xinyu Chen, Mengying Lei, Nicolas Saunier, Lijun Sun:
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation. CoRR abs/2104.14936 (2021) - 2020
- [i6]Xinyu Chen, Jinming Yang, Lijun Sun:
A Nonconvex Low-Rank Tensor Completion Model for Spatiotemporal Traffic Data Imputation. CoRR abs/2003.10271 (2020) - [i5]Lijun Sun, Xinyu Chen, Zhaocheng He, Luis Miranda-Moreno:
Routine pattern discovery and anomaly detection in individual travel behavior. CoRR abs/2004.03481 (2020) - [i4]Xinyu Chen, Lijun Sun:
Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting. CoRR abs/2006.10436 (2020) - [i3]Pu Ren, Xinyu Chen, Lijun Sun, Hao Sun:
Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting. CoRR abs/2007.00790 (2020) - [i2]Xinyu Chen, Yixian Chen, Lijun Sun:
Scalable Low-Rank Autoregressive Tensor Learning for Spatiotemporal Traffic Data Imputation. CoRR abs/2008.03194 (2020)
2010 – 2019
- 2019
- [i1]Lijun Sun, Xinyu Chen:
Bayesian Temporal Factorization for Multidimensional Time Series Prediction. CoRR abs/1910.06366 (2019) - 2018
- [j1]Zhaocheng He, Kaiying Chen, Xinyu Chen:
A Collaborative Method for Route Discovery Using Taxi Drivers' Experience and Preferences. IEEE Trans. Intell. Transp. Syst. 19(8): 2505-2514 (2018)
Coauthor Index
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