Bin Liu  Bin Liu photo       

contact information

Thomas J. Watson Research Center, Yorktown Heights, NY USA

links

Professional Associations

Professional Associations:  ACM  |  ACM SIGKDD  |  IEEE   |  IEEE Computer Society  |  INFORMS  |  Society for Industrial and Applied Mathematics


2016

You Are Who You Know and How You Behave: Attribute Inference Attacks via Users' Social Friends and Behaviors
Neil Zhenqiang Gong, Bin Liu
25th USENIX Security Symposium (USENIX Security 16), pp. 979--995, USENIX Association, 2016

The Impact of Community Safety on House Ranking
Zijun Yao, Yanjie Fu, Bin Liu, Hui Xiong
Proceedings of the 2016 SIAM International Conference on Data Mining, pp. 459-467

Unified Point-of-Interest Recommendation with Temporal Interval Assessment
Yanchi Liu, Chuanren Liu, Bin Liu, Meng Qu, Hui Xiong
Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1015--1024, 2016

Structural Analysis of User Choices for Mobile App Recommendation
Bin Liu, Yao Wu, Neil Zhenqiang Gong, Junjie Wu, Hui Xiong, Martin Ester
ACM Transactions on Knowledge Discovery from Data 11(2), ACM, 2016


2015

Protecting your children from inappropriate content in mobile apps: An automatic maturity rating framework
Bing Hu, Bin Liu, Neil Zhenqiang Gong, Deguang Kong, Hongxia Jin
Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, pp. 1111--1120, 2015

Personalized mobile app recommendation: Reconciling app functionality and user privacy preference
Bin Liu, Deguang Kong, Lei Cen, Neil Zhenqiang Gong, Hongxia Jin, Hui Xiong
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, pp. 315--324, 2015

A general geographical probabilistic factor model for point of interest recommendation
Bin Liu, Hui Xiong, Spiros Papadimitriou, Yanjie Fu, Zijun Yao
IEEE Transactions on Knowledge and Data Engineering 27(5), 1167--1179, IEEE, 2015


2014

User Preference Learning with Multiple Information Fusion for Restaurant Recommendation.
Yanjie Fu, Bin Liu, Yong Ge, Zijun Yao, Hui Xiong
SDM, pp. 470--478, 2014


2013

Modeling heterogeneous time series dynamics to profile big sensor data in complex physical systems
Bin Liu, Haifeng Chen, Abhishek Sharma, Guofei Jiang, Hui Xiong
Big Data, 2013 IEEE International Conference on, pp. 631--638

Point-of-interest recommendation in location based social networks with topic and location awareness
Bin Liu, Hui Xiong
Proceedings of the 13th {SIAM} International Conference on Data Mining, SIAM, 2013

Learning geographical preferences for point-of-interest recommendation
Bin Liu, Yanjie Fu, Zijun Yao, Hui Xiong
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 1043--1051, 2013