Research interests

  • Spatial Algorithms, Spatial Data Structures, Location Privacy

Biography

Dr Hairuo Xie is a research assistant in the Department of Computing and Information Systems at The University of Melbourne.

Recent publications

  1. Xie H, Karunasekera S, Kulik L, Tanin E, Zhang R, Kotagiri R. A Simulation Study of Emergency Vehicle Prioritization in Intelligent Transportation Systems. 2017 IEEE 85TH VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING). IEEE. 2017, Vol. 2017-June. DOI: 10.1109/VTCSpring.2017.8108282
  2. Bin Khunayn E, Karunasekera S, Xie H, Kotagiri R. Exploiting Data Dependency to Mitigate Stragglers in Distributed Spatial Simulation. GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. 2017, Vol. 2017-November. DOI: 10.1145/3139958.3140018
  3. Kotagiri R, Xie H, Kulik L, Karunasekera S, Tanin E, Zhang R, Bin Khunayn E. SMARTS: Scalable Microscopic Adaptive Road Traffic Simulator. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. ACM Press. 2017, Vol. 8, Issue 2. DOI: 10.1145/2898363
  4. Bin Khunayn E, Karunasekera S, Xie H, Kotagiri R. Straggler Mitigation for Distributed Behavioral Simulation. 2017 IEEE 37TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2017). IEEE Computer Society. 2017. Editors: Lee K, Liu L. DOI: 10.1109/ICDCS.2017.165
  5. Aldwyish A, Xie H, Tanin E, Karunasekera S, Kotagiri R. Using a Traffic Simulator for Navigation Service. GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. 2017, Vol. 2017-November. DOI: 10.1145/3139958.3139998
  6. Nguyen U, Karunasekera S, Kulik L, Tanin E, Zhang R, Zhang H, Xie H, Kotagiri R. A randomized path routing algorithm for decentralized Route allocation in transportation networks. 8th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS). 2015, Vol. Part F133190. DOI: 10.1145/2834882.2834886
  7. Tanin E, Xie H. Count or not to count: Counting challenges for big spatial data analytics. LSDS-IR 2015 - Proceedings of the 2015 Workshop on Large-Scale and Distributed Systems for Information Retrieval. 2015. DOI: 10.1145/2809948.2809954
  8. Wang XM, Leckie C, Xie H, Vaithianathan T. Discovering the Impact of Urban Traffic Interventions Using Contrast Mining on Vehicle Trajectory Data. 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD). Springer Verlag. 2015, Vol. 9077. Editors: Cao T, Lim EP, Zhou ZH, Ho TB, Cheung D, Motoda H. DOI: 10.1007/978-3-319-18038-0_38
  9. Xie H, Tanin E, Kulik L, Scheuermann P, Trajcevski G, Fanaeepour M. Euler histogram tree: A spatial data structure for aggregate range queries on vehicle trajectories. IWCTS 2014 - Proceedings of the 7th ACM SIGSPATIAL International Workshop on Computational Transportation Science. 2014. DOI: 10.1145/2674918.2674921
  10. Xie H, Kulik L, Tanin E. Privacy-aware collection of aggregate spatial data. Data & Knowledge Engineering. Elsevier. 2011, Vol. 70, Issue 6. DOI: 10.1016/j.datak.2011.03.007
  11. Xie H, Kulik L, Tanin E. Privacy-Aware Traffic Monitoring. IEEE Transactions on Intelligent transportation systems. IEEE - Institute of Electrical and Electronic Engineers. 2010, Vol. 11, Issue 1. DOI: 10.1109/TITS.2009.2028872