Sotabase

Career

· Assistant Professor, HKUST Guangzhou2024–
· Principal Engineer, Hisilicon2022–2024
· Research Fellow, National University of Singapore2022–2022
· Intern, Alibaba Group2017–2017
· Doctor of Philosophy - PhD, Computer Science, National University of Singapore2017–2022
· Intern, Xilinx2015–2016
· Bachelor's degree, Electrical Science and Technology, Harbin Institute of Technology2012–2016

Publications (51)

A Bayesian tensor decomposition approach for spatiotemporal traffic data imputation
Transportation Research Part C: Emerging Technologies · 2019
337
cited
Bayesian Temporal Factorization for Multidimensional Time Series Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019
266
cited
Reducing curtailment of wind electricity in China by employing electric boilers for heat and pumped hydro for energy storage
2016
206
cited
A Nonconvex Low-Rank Tensor Completion Model for Spatiotemporal Traffic Data Imputation
Transportation Research Part C: Emerging Technologies · 2020
170
cited
Spatial-temporal traffic speed patterns discovery and incomplete data recovery via SVD-combined tensor decomposition
2018
161
cited
Missing traffic data imputation and pattern discovery with a Bayesian augmented tensor factorization model
Transportation Research Part C: Emerging Technologies · 2019
146
cited
Impact of haze and air pollution-related hazards on hospital admissions in Guangzhou, China
Environmental science and pollution research international · 2014
144
cited
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation
IEEE transactions on intelligent transportation systems (Print) · 2021
143
cited
Crime prediction using Twitter sentiment and weather
Systems and Information Engineering Design Symposium · 2015
123
cited
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022
85
cited
Scalable low-rank tensor learning for spatiotemporal traffic data imputation
Transportation Research Part C: Emerging Technologies · 2020
77
cited
AMPK: The key to ischemia‐reperfusion injury
Journal of Cellular Physiology · 2022
66
cited
Incremental Bayesian matrix/tensor learning for structural monitoring data imputation and response forecasting
2021
54
cited
Laplacian Convolutional Representation for Traffic Time Series Imputation
IEEE Transactions on Knowledge and Data Engineering · 2022
33
cited
Chromene-derived red-fluorescent probes for sulfite detection in food and living cells based on an integrated ICT&PET platform
Sensors and Actuators B: Chemical · 2024
30
cited
Isotropic Thermoelectric Performance of Layer-Structured n-Type Bi2Te2.7Se0.3 by Cu Doping.
ACS Applied Materials and Interfaces · 2021
26
cited
A Novel Hybrid Model for Cantonese Rumor Detection on Twitter
Applied Sciences · 2020
23
cited
Routine Pattern Discovery and Anomaly Detection in Individual Travel Behavior
Networks and Spatial Economics · 2020
23
cited
Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting
arXiv.org · 2020
22
cited
A Collaborative Method for Route Discovery Using Taxi Drivers’ Experience and Preferences
IEEE transactions on intelligent transportation systems (Print) · 2018
19
cited
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Xinyu Chen | Researcher Profile | Sotabase | Sotabase