ASSOCIATE RESEARCHER II
I am an associate researcher in the Data Management, Analytics and Services Group (DMAS) of Microsoft Research Asia. I am also a member of the Ubiquitous Computing Group (Ubicomp) in Microsoft Research. I got my Ph.D degree in Computer Science from the School of Computer Science and Technology in 2012, and I received my B.S. degree in Mathematics from the School of the Gifted Young in 2007, both in University of Science and Technology of China. From 2009 to 2012, I worked as a full time research intern in MSR Asia. Currently, my research interests include behavioral data mining, spatial-temporal data mining and computational social science. I am a member of ACM, IEEE and China Computer Federation (CCF).
Tower 2, No. 5 Danling Street, Haidian District, Beijing, China, 100080
- Kai Zheng, Shuo Shang, Nicholas Jing Yuan, and Yi Yang, Towards Efficient Search for Activity Trajectories, ICDE 2013.
- Kai Zheng, Yu Zheng, Nicholas Jing Yuan, and Shuo Shang, On Discovery of Gathering Patterns from Trajectories, ICDE 2013.
- Jing Yuan, Yu Zheng, Xing Xie and Guangzhong Sun, T-Drive: Enhancing Driving Directions with Taxi Drivers' Intelligence, IEEE Transactions on Knowledge and Data Engineering (TKDE), 25(1): 220-232, 2013.
- Nicholas Jing Yuan, Yu Zheng, Liuhang Zhang and Xing Xie, T-Finder: A Recommender System for Finding Passengers and Vacant Taxis, accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE).
- Jing Yuan, Yu Zheng and Xing Xie, Discovering regions of different functions in a city using human mobility and POIs, KDD 2012. [slides]
- Jing Yuan, Guangzhong Sun, Tao Luo, Defu Lian and Guoliang Chen, Efficient processing of top-k queries: Selective NRA algorithms, Journal of Intelligent Information Systems.
- Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Wen-Chih Peng, Thomas La Porta and Lance Kaplan, A Framework of Traveling Companion Discovery on Trajectory Data Streams, ACM Transactions on Intelligent Systems and Technology (TIST).
- Lu-An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Chih-Chieh Hung and Wen-Chih Peng, On Discovery of Traveling Companions from Streaming Trajecctories, ICDE 2012.
- Jing Yuan, Yu Zheng, Xing Xie and Guangzhong Sun, Driving with Knowledge from the Physical World, KDD 2011, full presentation.
- Jing Yuan, Yu Zheng, Liuhang Zhang, Xing Xie and Guangzhong Sun, Where to Find My Next Passenger? Ubicomp 2011 (AR 50/302=16.6%).
- Yu Zheng, Yanchi Liu, Jing Yuan and Xing Xie, Urban Computing with Taxicabs, Ubicomp 2011 (AR 50/302=16.6%).
- Wei Liu, Yu Zheng, Sanjay Chawala, Jing Yuan and Xing Xie, Discovering Spatio-Temporal Causal Interactions in Traffic Data Streams KDD 2011, poster.
- Lu-An Tang, Yu Zheng, Xing Xie, Jing Yuan, Xiao Yu and Jiawei Han, Retrieving k-Nearest Neighboring Trajectories by a Set of Point Locations, SSTD 2011.
- Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang. T-Drive: Driving Directions Based on Taxi Trajectories, ACM GIS 2010 (Best Paper Award Runner-up).
- Yu Zheng, Jing Yuan, Xing Xie. Drive smartly as a taxi driver. Demo, In International Conference on Ubiquitous Computing (Ubicomp 2010), and International Conference on Ubiquitous Intelligence and Computing (UIC 2010).
- Jing Yuan, Yu Zheng, Chengyang Zhang, Xing Xie, Guangzhong Sun, An Interactive Voting-based Map Matching Algorithm, IEEE Mobile Data Management (MDM) 2010.
- Jing Yuan, Guangzhong Sun, Zhong Zhang, Nenghai Yu, CkNN Monitoring based on Parallel Pre-Computing, Geoinformatics 2010.
- Jing Yuan, Guangzhong Sun, Guoliang Chen, Zhi Liu, Selective-NRA Algorithms for Top-k Queries. APWeb/WAIM 2009.
- Guangzhong Sun, Zhong Zhang, Jing Yuan, An efficient pre-computation technique for approximation KNN search in road networks. GIS-LBSN 2009: 41-44.
- Zhenqiang Gong, Guangzhong Sun, Jing Yuan, Yanjing Zhong, Efficient Top-k Query Algorithms Using K-Skyband Partition. Infoscale 2009: 288-305
- Jing Yuan, Querying, Mining with Applications on Large-Scale Trajectory Data, Ph. D Dissertation (in Chinese, available upon email request), 2012.
Program Committee Co-Chair of HuMoComp 2013
Proceeding Chair of Urbcomp 2012, LBSN 2012
Program Committee Members:
- ICDM 2013, WAIM 2013, PhoneCom 2013, IE 2013
- UIC 2012, ISPA 2012, SMART 2012, TPMC 2012
- IADIS Informatics 2011