Jiaxin Ding
Assistant Professor
Biography
Perspective Students
- I am always looking for self-motivated students who are interested in pursuing master’s or Ph.D. degrees in the areas of data mining, privacy, algorithm design, reinforcement learning, and Internet of Things. Please feel free to send me an email if you are interested.
Interests
- Spatio-temporal Data Mining
- Data Privacy Protection
- Reinforcement Learning
- Internet of Things
Education
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Ph.D. in Computer Science, 2012-2018
Stony Brook University
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B.S. in Artificial Intelligence, 2008-2012
Peking University
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B.A. in Economics(double major), 2009-2012
Peking University
Publications
- Abhirup Ghosh*, Jiaxin Ding*, Rik Sarkar, Jie Gao, “Differentially Private Range Counting in Planar Graphs for Spatial Sensing”, Proceedings of the 39th Annual IEEE International Conference on Computer Communications (INFOCOM'20), July, 2020.
- Yongshuai Liu, Jiaxin Ding, Xin Liu, “IPO: Interior-point Policy Optimization under Constraints”, the 34th AAAI Conference on Artificial Intelligence (AAAI'20), February, 2020.
- Boris Aronov, Alon Efrat, Ming Li, Jie Gao, Joseph S. B. Mitchell, Valentin Polishchuk, Boyang Wang, Hanyu Quan, Jiaxin Ding, “Are Friends of My Friends Too Social? Limitations of Location Privacy in a Socially-Connected World”, Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc 2018), June, 2018.
- Jiaxin Ding, Chien-chun Ni, Jie Gao, “Fighting Statistic Re-identification in Human Trajectory Publication”, Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2017), pages 82:1–82:4, Novermber, 2017.
- Jiaxin Ding, Chien-chun Ni, Mengyu Zhou, Jie Gao, “MinHash Hierarchy for Privacy Preserving Trajectory Sensing and Query”, Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN'17), pages 17–28, April, 2017.
- Su Jia, Xin Jin, Golnaz Ghasemiesfeh, Jiaxin Ding, Jie Gao, “Competitive Analysis for Online Scheduling in Software-Defined Optical WAN”, Proceedings of the 36th Annual IEEE International Conference on Computer Communications (INFOCOM'17), pages 1–9, May, 2017.
- Jiaxin Ding, Jie Gao, Hui Xiong, “Understanding and Modelling Information Dissemination Patterns in Vehicle-to-Vehicle Networks”, Proceedings of the 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015), pages 41:1–41:10, November, 2015.
- Xiaotian Yin , Chien-Chun Ni , Jiaxin Ding , Wei Han , Dengpan Zhou, Jie Gao, Xianfeng Gu, “Decentralized Human Trajectories Tracking Using Hodge Decomposition in Sensor Networks”, Proceedings of the 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015), pages 54:1–54:4, November, 2015.
