Chenjuan Guo

I am an Associate Professor in Department of Computer Science at Aalborg University. I am also a faculty member in Center for Data-Intensive Systems.

I obtained my Ph.D. degree from University of Manchester in 2011. From 2012 to 2014, I worked at Aarhus University, in Data-Intensive Systems group. I joined Aalborg University in August 2014.

Research Interests

Data management and data analytics, in particular on spatio-temporal data and time series data.

Publications

Please check my DBLP entry, and Google Scholar Profile.

Recent Publications:

  • Chenjuan Guo, Bin Yang, Jilin Hu, Christian S. Jensen, and Lu Chen: Context-Aware, Preference-Based Vehicle Routing, The VLDB Journal, 2020, online first.
  • Jilin Hu, Bin Yang, Chenjuan Guo, Christian S. Jensen, and Hui Xiong: Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks, ICDE 2020:1417-1428.
  • Lu Chen, Yunjun Gao, Ziquan Fang, Xiaoye Miao, Christian S. Jensen, Chenjuan Guo: Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories, PVLDB 12(10): 1208-1220 (2019).
  • Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang: Forecasting Graph Attention Recurrent Neural Networks for Correlated Time Series. MILETS Workshop, KDD 2019.
  • Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen: Outlier Detection for Time Series with Recurrent Autoencoder Ensembles. IJCAI 2019: 2725-2732.
  • Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen: Stochastic Weight Completion for Road Networks Using Graph Convolutional Networks. ICDE 2019: 1274-1285.
  • Jilin Hu, Bin Yang, Chenjuan Guo, and Christian S. Jensen. Risk-aware path selection with time-varying, uncertain travel costs—a time series approach. VLDB J. 27(2): 179-200 (2018).
  • Jian Dai, Bin Yang, Chenjuan Guo, Christian S. Jensen, and Jilin Hu. Pace: A path-centric paradigm for stochastic path finding. VLDB J. 27(2): 153-178 (2018).
  • Tung Kieu, Bin Yang, Chenjuan Guo, Christian S. Jensen: Distinguishing Trajectories from Different Drivers using Incompletely Labeled Trajectories. CIKM 2018: 863-872.
  • Razvan-Gabriel Cirstea, Darius-Valer Micu, Gabriel-Marcel Muresan, Chenjuan Guo, Bin Yang: Correlated Time Series Forecasting using Multi-Task Deep Neural Networks. CIKM 2018: 1527-1530.
  • Chenjuan Guo, Bin Yang, Jilin Hu, Christian S. Jensen: Learning to Route with Sparse Trajectory Sets. ICDE 2018: 1073-1084.
  • Jian Dai, Bin Yang, Chenjuan Guo, Christian S. Jensen, and Jilin Hu. Path cost distribution estimation using trajectory data. PVLDB, 10(3):85–96, 2016.

Projects

  • Collaboration with BlipTrack, funded by Forskerpuljen, 2018.

Patents

  • A method of adding searchable notes in Web pages using Web browser plug-ins and script languages (网页加入可搜索的深标签及浏览器插件和脚本结合的方法). Patent NO: ZL 2006 1 0041811.1, Certificate NO: 431831, Approved in October 2008.

Conference Organizer

  • Proceedings Co-Chair, 19th IEEE International Conference on Mobile Data Management (MDM 2018)

Program Committee Members

  • The Asia Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint Conference on Web and Big Data (APWeb & WAIM 2019)
  • International Symposium on Spatial and Temporal Databases (SSTD 2019)
  • IEEE International Conference on Mobile Data Management (MDM 2018, MDM 2019)
  • International Conference on Database Systems for Advanced Applications (Dasfaa 2014, Dasfaa 2015)

Reviewers for Journals

  • IEEE Transactions on Mobile Computing (TMC)
  • ACM Transactions on Spatial Algorithms and Systems
  • GeoInformatica
  • International Journal of Geographical Information Science (IJGIS)
  • IEEE Transactions on Intelligent Transportation Systems (T-ITS)

PhD Student

  • Razvan-Gabriel Cirstea (co-supervise with Bin Yang)
  • Ye Yuan (co-supervise with Bin Yang)

Master Students

  • Christian Larsen
  • Dennis Juhl Østergaard
  • Emil Thougaard Petersen
  • Frederik Østerby Hansen
  • Jonathan Karlsson
  • Matias Dahlin Holst
  • Mikkel Vestergaard Hem
  • Palle Thillemann

Teaching

Contact

Address: Office 3.2.34, Selma Lagerlöfs Vej 300, DK-9220, Aalborg Øst, Denmark

Email: cguo [at] cs {dot} aau (dot) dk

Phone: +45 9940 3575