Journal Papers
Yuanchun Zhou, Yang Zhang, Yong Ge, Zhenghua Xue, Yanjie Fu, Danhuai Guo, Jing Shao, Tiangang Zhu, Xuezhi Wang, and Jianhui Lia, An Efficient Data Processing Framework for Mining Massive Trajectory of Moving Objects , Elsevier Journal Computers, Environment and Urban Systems, under minor revision, 2014.
Hengshu Zhu, Chuanren Liu,Yong Ge, Hui Xiong and Enhong Chen, Popularity Modeling for Mobile Apps: A Sequential Approach , IEEE Transactions on Cybernetics, accepted, 2014.
Hengshu Zhu, Hui Xiong, Yong Ge, and Enhong Chen, Discovery of Ranking Fraud for Mobile Apps: A Summary of Results , IEEE Transactions on Knowledge and Data Engineering, accepted, 2014.
Yong Ge, Hui Xiong, Alexander Tuzhilin and Qi Liu Cost-aware Collaborative Filtering for Travel Tour Recommendations , ACM Transactions on Information Systems, Volume 32, Issue 1, Article No.4, January 2014.
Yong Ge, Guofei Jiang, Min Ding, and Hui Xiong Ranking Metric Anomaly in Invariant Networks , ACM Transactions on Knowledge Discovery from Data, accepted, 2013.
Qi Liu, Enhong Chen, Hui Xiong, Yong Ge, and Zhongmou Li, A Cocktail Approach for Travel Package Recommendation , IEEE Transactions on Knowledge and Data Engineering, accepted, 2012.
Yong Ge, Hui Xiong, Wenjun Zhou, Siming Li and Ramendra Sahoo, Multi-focal Learning for Customer Problem Analysis , ACM Transaction on Intelligent Systems and Technology, Volume 2 Issue 3, April 2011.
Xiaojun Quan, Hui Xiong, Wenyu Dou, Liu Wenyin, Yong Ge, Link Graph Analysis for Business Site Selection, IEEE Computer, accepted,2011.
Conference Papers
Changxia Tao, Yong Ge, Qinbao Song, Yuan Ge, and Femi Omitaomu, Metric Ranking of Invariant Networks with Belief Propagation , IEEE International Conference on Data Mining, (ICDM 2014), 2014 to appear.
Hongke Zhao, Le Wu, Qi Liu, Yong Ge, and Enhong Chen, Investment Recommendation in P2P Lending: A Portfolio Perspective with Risk Management , IEEE International Conference on Data Mining, (ICDM 2014), 2014 to appear.
Chen Zhu, Hengshu Zhu, Yong Ge, Enhong Chen and Qi Liu, Tracking the Evolution of Social Emotions: A Time-Aware Topic Modeling Perspective , IEEE International Conference on Data Mining, (ICDM 2014), 2014 to appear.
Liang Wu, Hui Xiong, Jianhui Li, Yuanchun Zhou, Yanjie Fu, Yong Ge, Guandong Xu, Bo Liu, and Liang Du, Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval , IEEE International Conference on Data Mining, (ICDM 2014), 2014 to appear.
Yanjie Fu, Yong Ge, Zijun Yao, Hui Xiong, Yanchi Liu, and Yu Zheng, Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors , IEEE International Conference on Data Mining, (ICDM 2014), 2014 to appear.
Bo Jin, Yong Ge, Hengshu Zhu, Li Guo, Hui Xiong, and Chao Zhang, Technology Prospecting for High Tech Companies through Patent Mining , IEEE International Conference on Data Mining, (ICDM 2014), 2014 to appear.
Biao Chang, Hengshu Zhu, Yong Ge, Enhong Chen, Hui Xiong, and Chang Tan, Predicting the Popularity of Online Serials with Autoregressive Models , ACM International Conference on Information and Knowledge Management, (CIKM 2014), 2014 to appear.
Yanjie Fu, Yong Ge, Zijun Yao, Hui Xiong, and Yu Zheng, Exploiting Geographic Dependencies for Residential Real Estate Appraisal via ClusRanking, ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD 2014), 2014 to appear.
Chuanren Liu, Yong Ge, Hui Xiong, Wei Geng, and Matt Perkins, Proactive Workflow Modeling by Stochastic Processes with Application to Healthcare Operation and Management, ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD 2014), 2014 to appear.
Hengshu Zhu, Hui Xiong, Yong Ge, and Enhong Chen, A Security-Aware Mobile App Recommender System, ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD 2014), 2014 to appear.
Yi Zheng, Qi Liu, Enhong Chen, Yong Ge, and Leon Zhao, Time Series Classification using Multi-Channels Deep Convolutional Neural Networks , The International Conference on Web-Age Information Management, (WAIM 2014), 2014 to appear.
Yanjie Fu, Bin Liu Yong Ge, Zijun Yao, and Hui Xiong, User Preference Learning with Multiple Information Fusion for Restaurant Recommendation , SIAM International Conference on Data Mining, (SDM 2014), 2014 to appear.
Jinsong Lan, Cheng Long, raymond Chi-Wing Wong, Youyang Chen, Yanjie Fu, Danhuai Guo, Shuguang Liu, Yong Ge, Yuanchun Zhou, and Jianhui Li, A New Framework for Traffic Anomaly Detection , SIAM International Conference on Data Mining, (SDM 2014), 2014 to appear.
Chuanren Liu, Tianming Hu, Yong Ge, and Hui Xiong, Finding Well-Clusterable Subspaces for High Dimensional Data A Numerical One-Dimension Approach , The 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, (PAKDD 2014), 2014 to appear.
Yi Zheng, Qi Liu, Enhong Chen, Yong Ge, and Leon Zhao, Time Series Classification using Multi-Channels Deep Convolutional Neural Networks , The International Conference on Web-Age Information Management, (WAIM 2014), 2014 to appear.
Yong Ge, and Guofei Jiang, Efficient Invariant Search for Distributed Information Systems , the 13th IEEE International Conference on Data Mining, (ICDM 2013), 2013.
Hengshu Zhu, Hui Xiong, Yong Ge, and Enhong Chen, Ranking Fraud Detection for Mobile Apps: A Holistic View , the 22nd ACM Conference on Information and Knowledge Management, (CIKM 2013), 2013 to appear.
Chuanren Liu, Hui Xiong, Yong Ge, Wei Geng, Matt Perkins, A Stochastic Model for Context-Aware Anomaly Detection in Indoor Location Traces , the 12th IEEE Conference on Data Mining , (ICDM 2012), 2012 to appear.
Qi Liu, Biao Xiang, Enhong Chen, Yong Ge, Hui Xiong, Tengfei Bao, Influential Seed Items Recommendation, the 6th ACM International Conference on Recommender Systems, (RecSys 2012), 2012 to appear.
Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong, Which Distance Metric is Right: An Evolutionary K-Means View, the 2012 SIAM International Conference on Data Mining, (SDM 2012), 2011 to appear.
Yong Ge, Hui Xiong, Chuanren Liu, Zhi-Hua Zhou, A Taxi Driving Fraud Detection System, the 11th IEEE International Conference on Data Mining, (ICDM 2011), 2011 pp. 181-190.
Qi Liu Yong Ge, Zhongmou Li, Enhong Chen, Hui Xiong, Personalized Travel Package Recommendation, the 11th IEEE International Conference on Data Mining,(ICDM 2011), 2011 pp.407-416. (Best Research Paper Award)
Yong Ge, Hui Xiong, Alexander Tuzhilin, Qi Liu, Collaborative Filtering with Collective Training, the 5th ACM Conference on Recommender Systems (short paper), Chicago, US, Octorber, (RecSys 2011), 2011 pp.281-284.
Yong Ge, Qi Liu, Hui Xiong, Alexander Tuzhilin, Cost-aware Travel Tour Recommendation, the 17th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD 2011), to appear,2011.
Yong Ge, Chuanren Liu, Hui Xiong, A Taxi Business Intelligence System, the 17th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD 2011), to appear,2011. (demo paper)
Chuanren Liu, Jianjun Xie, Yong Ge, Hui Xiong Stochastic Unsupervised Learning on Unlabeled Data, Journal of Machine Learning Research - Workshop and Conference Proceedings, accepted,2011.
Yong Ge, Hui Xiong, Zhi-Hua Zhou, Hasan Ozdemir, Jannite Yu, and K.C. Lee, TOP-EYE: Top-k Evolving Trajectory Outlier Detection , the 19th ACM Conference on Information and Knowledge Management (CIKM 2010), to appear,2010.
Yong Ge, Hui Xiong, Alexander Tuzhilin, Keli Xiao, Marco Gruteser,Michael J. Pazzani, An Energy-Efficient Mobile Recommender System , the 16th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD 2010), to appear,2010 (Accepted for full presentation).
Wenjun Zhou, Hui Xiong, Yong Ge, Jannite Yu, Hasan Ozdemir, and K.C.Lee. Direction Clustering for Characterizing Movement Patterns, the 2010 IEEE International Conference on Information Reuse and Integration(IRI'10), to appear,2010(Accepted for full paper).
Jie Yang, Yong Ge, Hui Xiong, Yingying Chen, and Hongbo Liu. Performing Joint Learning for Passive Intrusion Detection in Pervasive Wireless Environments, the 29th IEEE Conference on Computer Communications (IEEE INFOCOM 2010), to appear, 2010.
Yong Ge, Hui Xiong, Wenjun Zhou, Ramendra Sahoo, Xiaofeng Gao, Weili Wu, Multi-focal Learning and Its Application to Customer Service Support, the 15th ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD 2009), pp. 349 - 358, 2009. (Accepted for Regular Presentation).
Yong Ge, Richang Hong, Zhiwei Gu, Rong Zhang, Xiuqing Wu. A Probability Model for Image Annotation, IEEE International Conference on Multimedia&Expo(ICME 2007), pp. 827 - 830, 2007.
Richang Hong, Chao Wang, Yong Ge, Meng Wang, Xiuqing Wu. Salience Preserving Multi-focus Image Fusion, IEEE International Conference on Multimedia&Expo(ICME 2007), pp. 1663 - 1666, 2007.