Questions? AskAuckland
  

Meng-Fen Chiang

Biography

2020 - Now: Lecturer, School of Computer Science, University of Auckland, New Zealand

2019 - 2019: Adjunct Professor, Singapore Management University (SMU), Singapore

2017 - 2020: Research Scientist, Living Analytics Research Centre (LARC,SMU), Singapore

2014 - 2020: Research Fellow, Living Analytics Research Centre (LARC,SMU), Singapore

2012 - 2014: Sr. Engineer, Yahoo, Taiwan

2006 - 2013: PhD Computer Science, National Chiao Tung University, Taiwan

2011 - 2011: Visiting Scholar, University of Illinois at Chicago, USA

2009 - 2010: Research Intern, Yahoo, Taiwan 

2004 - 2006: Master. Sc., Computer Science at National Chengchi University, Taiwan

2000 - 2004: Bachelor. Sc., Computer Science at National Chengchi University, Taiwan

Research | Current

My recent research focuses on the following main areas:

Knowledge Representation Learning:

  • Knowledge Graph Embedding
  • Knowledge Graph Reasoning
  • Knowledge Base Completion

Question Answering over Knowledge Graphs:

  • Logical Query Reasoning
  • Natural Language Question Answering

Urban Computing:

  • Taxi Demands Modeling
  • Taxi Trip Occupancy Inference
  • Traffic Congestion Detection
  • Urban Lifestyles Modeling

Teaching | Current

SOFTENG 370: Operating Systems

Areas of expertise

Knolwedge Graph Embedding

Knolwedge Base Completion

Urban Computing

Selected publications and creative works (Research Outputs)

As of 29 October 2020 there will be no automatic updating of 'selected publications and creative works' from Research Outputs. Please continue to keep your Research Outputs profile up to date.
  • Chiang, M.-F., Lim, E.-P., Lee, W.-C., & Prasetyo, P. K. (2020). CO2Vec: Embeddings of Co-Ordered Networks Based on Mutual Reinforcement. Paper presented at The 7th IEEE International Conference on Data Science and Advanced Analytics, Sydney, Australia. 6 October - 9 October 2020. IEEE International Conference on Data Science and Advanced Analytics (DSAA). 10.1109/DSAA49011.2020.00027
  • Chiang, M.-F., Lim, E.-P., Lee, W.-C., Ashok, X. J. S., & Prasetyo, P. K. (2019). One-class order embedding for dependency relation prediction. SIGIR'19: Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 205-214. Paris, France. 10.1145/3331184.3331249
  • Kwee, A. T., Chiang, M.-F., Prasetyo, P. K., & Lim, E.-P. (2018). Traffic-cascade: Mining and visualizing lifecycles of traffic congestion events using public bus trajectories. CIKM '18: Proceedings of the 27th ACM International Conference on Information and Knowledge Management•, 1955-1958. Torino, Italy. 10.1145/3269206.3269216
  • Chiang, M.-F., Lim, E.-P., Lee, W.-C., & Hoang, T.-A. (2018). Inferring Trip Occupancies in the Rise of Ride-Hailing Services. CIKM '18: Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2097-2105. TorinoItaly. 10.1145/3269206.3272025
  • Chiang, M.-F., Lim, E.-P., Lee, W.-C., & Kwee, A. T. (2017). BTCI: A new framework for identifying congestion cascades using bus trajectory data. 2017 IEEE International Conference on Big Data (Big Data), 1133-1142. Boston, MA, USA. 10.1109/BigData.2017.8258039
  • Chiang, M.-F., Hoang, T.-A., & Lim, E.-P. (2015). Where are the passengers?: a grid-based gaussian mixture model for taxi bookings. SIGSPATIAL '15: Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 1-10. Seattle, Washington. 10.1145/2820783.2820807
  • Chiang, M.-F., Liou, J.-J., Wang, J.-L., Peng, W.-C., & Shan, M.-K. (2013). Exploring heterogeneous information networks and random walk with restart for academic search. Knowledge and Information Systems, 36 (1), 59-82. 10.1007/s10115-012-0523-8
  • Chiang, M.-F., Peng, W.-C., & Yu, P. S. (2012). Exploring latent browsing graph for question answering recommendation. World Wide Web, 15 (5-6), 603-630. 10.1007/s11280-011-0146-0

Contact details

Primary office location

19A PRINCES STREET - Bldg 135
Level G, Room G01
19A PRINCES ST
AUCKLAND CENTRAL
AUCKLAND 1010
New Zealand