323, Ronald Tutor Hall (RTH)
Computer Science Department
Viterbi School of Engineering
University of Southern California
I am a third year Ph.D. candidate of Computer Science in
University of Southern California advised by Prof.
Cyrus Shahabi and Prof. Yan Liu.
Before that, I received the my Master degree in Computer Science from Institute
of Software in University of Chinese Academy of
Sciences in 2014, under the supervision of Prof. Zhiming Ding, and my B. Eng. degree from
University of Science and Technology, Beijing in 2011,
supervision of Prof. Xu-Cheng Yin.
I'm generally interested in structured sequence modeling using deep recurrent neural network with applications in traffic forecasting. My past research experiences include personalized route navigation, time-dependent vehicle routing problem and map-maptching.
More information is available in my CV.
Deep Learning: A Generic Approach for Extreme Condition Traffic Forecasting
Rose Yu*, Yaguang Li*, Cyrus Shahabi, Ugur Demiryurek and Yan Liu (*Equal Contribution)
Proceedings of the 2017 SIAM International Conference on Data Mining (SDM), 2017, To Appear
PaRE: A System for Personalized Route Guidance
Yaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Tieke He, and Cyrus Shahabi.
Proceedings of the 26th International Conference on World Wide Web (WWW), 2017, To Appear
PerNav: A Route
Summarization Framework for Personalized Navigation
Yaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Kai Zeng, and Cyrus Shahabi.
ACM SIGMOD International Conference on Management of Data (demonstration) (SIGMOD), 2016
Price-aware Real-time Ridesharing at Scale - An Auction-based Approach
Mohammad Asghari, Dingxiong Deng, Cyrus Shahabi, Ugur Demiryurek, Yaguang Li.
International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS), 2016
Towards Fast and Accurate Solutions to Vehicle Routing in a Large-Scale and Dynamic Environment
Yaguang Li, Dingxiong Deng, Ugur Demiryurek, Cyrus Shahabi, Siva Ravada.
14th International Symposium on Spatial and Temporal Databases (SSTD), 2015
large scale urban trajectory data
Kuien Liu, Yaguang Li, Jian Dai, Shuo Shang, Kai Zheng.
International Workshop on Cloud Data and Platforms (CloudDP@EuroSys), 2014
Benchmarking big data for trip recommendation
Kuien Liu, Yaguang Li, Zhiming Ding, Shuo Shang, Kai Zheng.
International Conference on Computer Communication and Networks (ICCCN), 2014
Map-matching According to Intersections You Pass By
Yaguang Li, Chengfei Liu, Kuien Liu, JiaJie Xu, Fengcheng He, Zhiming Ding.
International Conference on Database and Expert Systems Applications (DEXA), 2013
MOIR/uots: Trip recommendation with user oriented trajectory search
Kuien Liu, Bin Yang, Shuo Shang, Yaguang Li, Zhiming Ding.
International Conference on Mobile Data Management (MDM), 2013
Map-matching on the Most Simplified Road
Kuien Liu, Yaguang Li, Fengcheng He, Jiajie Xu, Zhiming Ding.
International Conference on Advances in Geographic
Information Systems (ACM SIGSPATIAL GIS) 2012
Trajectory-Based Moving-Object Database: Models and Applications
Zhiming Ding, Bin Yang, Ralf Hartmut Guting, Yaguang Li
IEEE Transactions on Intelligent Transportation Systems (TITS), 2015
Annenberg Graduate Ph.D.
USC, US, 2014-2018
Outstanding Graduate of University of Chinese Academy of Sciences
Beijing, China, 2014
Pivot of Merit Student of University of Chinese Academy of Sciences
Beijing, China, 2014
Beijing, China, 2013
ACM SIGSPATIAL GIS CUP
Redondo Beach, US, 2012
Outstanding University Graduate of Beijing Province
Beijing, China, 2011