Bin Yang 杨彬

Center for Data-Intensive Systems
Department of Computer Science
Aalborg University

Office 3.2.48
Selma Lagerlöfs Vej 300
DK-9220, Aalborg Øst, Denmark

Email: byang at cs dot aau dot dk

Bin Yang's PIC
fudan's PIC  NWPU's PIC 

Research Interests     Publications    Patents    Scientific Service    Teaching    Awards    Miscellaneous

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 am an IEEE senior member.

I obtained my Ph.D. degree from Fudan University in 2010. During August 2010 to August 2011, I was at Max-Planck-Institut für Informatik, working in the Databases and Information Systems department headed by Gerhard Weikum. From September 2011 to July 2014, I was at Aarhus University, working in the Data-Intensive Systems group headed by Christian S. Jensen. I joined Aalborg University in August 2014.

Research Interests

Data management and data analytics, in particular, on spatio-temporal data, uncertain data, social media data, and textual data.

An overview of my recent research on enabling eco-routing using big transportation data is available here.
A vision on extracting 3T (thorough, timely, and trustworthy) traffic knowledge from big transportation data to achieve total traffic awareness is available here.


     DBLP entry     Google Scholar Profile     ORCID Page

Selected and Recent Publications

  1. Chenjuan Guo, Bin Yang, Jilin Hu, and Christian S. Jensen. Learning to Route with Sparse Trajectory Sets.
    ICDE 2018, 12 pages, to appear. Extended Version
  2. Huiping Liu, Cheqing Jin, Bin Yang, and Aoying Zhou. Finding Top-k Optimal Sequenced Routes.
    ICDE 2018, 12 pages, to appear. Full Version
  3. Jilin Hu, Bin Yang, Chenjuan Guo, and Christian S. Jensen. Risk-Aware Path Selection with Time-Varying, Uncertain Travel Costs—A Time Series Approach.
    The VLDB Journal, accepted in January 2018.
  4. Bin Yang, Jian Dai, Chenjuan Guo, Christian S. Jensen, and Jilin Hu. PACE: A PAth-CEntric Paradigm For Stochastic Path Finding.
    The VLDB Journal, accepted in November 2017.
  5. Huiping Liu, Cheqing Jin, Bin Yang, and Aoying Zhou. Finding Top-k Shortest Paths with Diversity.
    TKDE 30(3), 488-502 (2018).
  6. 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).
  7. Bin Yang, Chenjuan Guo, Yu Ma, and Christian S. Jensen. Toward Personalized, Context-Aware Routing.
    The VLDB Journal 24(2):297-318.
  8. Chenjuan Guo, Bin Yang, Ove Andersen, Christian S. Jensen, and Kristian Torp. EcoSky: Reducing Vehicular Environmental Impact Through Eco-Routing.
    ICDE 2015, 1412-1415 (demo paper), Seoul, Korea, April 2015. Try EcoSky.
  9. Jian Dai, Bin Yang, Chenjuan Guo, and Zhiming Ding. Personalized Route Recommendation using Big Trajectory Data.
    ICDE 2015, 543-554, Seoul, Korea, April 2015.
  10. Jinling Jiang, Hua Lu, Bin Yang, and Bin Cui. Finding Top-k Local Users in Geo-Tagged Social Media Data.
    ICDE 2015, 267-278, Seoul, Korea, April 2015.
  11. Bin Yang, Chenjuan Guo, Christian S. Jensen, Manohar Kaul, and Shuo Shang. Stochastic Skyline Route Planning Under Time-Varying Uncertainty.
    ICDE 2014, 136-147, Chicago, Illinois, USA, March 2014. (Acceptance Rate: 89/446=20.0%)
  12. Manohar Kaul, Raymond Chi-Wing Wong, Bin Yang, and Christian S. Jensen. Finding Shortest Paths on Terrains by Killing Two Birds with One Stone.
    PVLDB 7(1):73-84. VLDB 2014, Hangzhou, China, Septmber, 2014.
  13. Bin Yang, Manohar Kaul, and Christian S. Jensen. Using Incomplete Information for Complete Weight Annotation of Road Networks.
    TKDE 26(5):1267-1279. An extended version is available here.
  14. Bin Yang, Chenjuan Guo, and Christian S. Jensen. Travel Cost Inference from Sparse, Spatio-Temporally Correlated Time Series Using Markov Models.
    PVLDB 6(9):769-780. VLDB 2013, Riva del Garda, Trento, Italy, August 2013. (Acceptance Rate: 23%, out of 559 submissions)


  1. Chenjuan Guo, Bin Yang, and Ping Liang. 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. jpg


Scientific Service

Conference Organizer

Member of Program Committees for Conferences and Workshops

Reviewer for Journals


My past teaching activities can be found here.


My Erdős number is 3: Bin Yang → Gerhard Weikum → Patrick Eugene O'Neil → Paul Erdős
A copy of my homepage at MPII archived from the Internet Archive
Cities I have visited

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