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  • Beijing University of Posts and Telecommunications
  • Montreal, Canada
  • 14:04 (UTC -05:00)

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ChenXu02/README.md

Hi there 👋

  • 🧑 I'm a Ph.D. candidate at Beijing University of Posts and Telecommunications (BUPT), Beijing, China.
  • 🔭 I’m currently working on spatiotemporal modeling (multivariate time series analysis) and generative model, including forecasting, imputation, and anomaly detection. These works are mainly applied in the fields of transportation and energy.
  • 👯 I'm working at McGill University in Canada as a visiting Ph.D.

Books are the ladder of human progress, while open source is the elevator.

  • I support open source and advocate for reproducible research.

I will post the data and code related to my papers/projects here, as well as share some learning insights and program debugging tips.

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  1. SPTTE SPTTE Public

    Code for paper "SPTTE: A Spatiotemporal Probabilistic Framework for Travel Time Estimation"

    Python 1

  2. ProbETA ProbETA Public

    Code for paper ''Link Representation Learning for Probabilistic Travel Time Estimation"

    Python 8 1

  3. traffic_SEDA traffic_SEDA Public

    Code for Paper 'Spatiotemporal Ego-Graph Domain Adaptation for Traffic Prediction with Data Missing'

    Jupyter Notebook 1

  4. DASTN DASTN Public

    Code for Paper 'Dynamic Adaptive Spatiotemporal Graph Neural Networks for Traffic Prediction'

    Jupyter Notebook 1 1

  5. GraphTTE GraphTTE Public

    Code for paper 'GraphTTE: Travel Time Estimation Based on Attention-Spatiotemporal Graphs'

  6. battery_AnomalyDetection battery_AnomalyDetection Public

    Code for Electric Bicycle Power Battery (Time Series) Anomaly Detection Project.

    Python 3 1