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Refereed Journal Publications

  1. [TIST] Yanjie Fu, Junming Liu, Xiaolin Li, Hui Xiong. A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis. ACM Transactions on Intelligent Systems and Technology (TIST), to appear.
  2. [TIST] Pengfei Wang, Guannan Liu, Yanjie Fu, Haoyi Xiong, Yuanchun Zhou. Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model. ACM Transactions on Intelligent Systems and Technology, to appear.
  3. [NeuComp] Chu Guan, Yanjie Fu, Xinjiang Lu, Enhong Chen, Xiaolin Li, Hui Xiong. Efficient Karaoke Song Recommendation via Multiple Kernel Learning Approximation, Elsevier Neurocomputing, 254:22-32, 2017.
  4. [TKDD] Guannan Liu, Yanjie Fu, Guoqing Chen, Hui Xiong, Can Chen. Modeling Buying Motives for Personalized Product Bundle Recommendation. ACM Transactions on Knowledge Discovery from Data, 11(3):1-26, 2017.
  5. [KAIS] Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong. Intelligent bus routing with heterogeneous human mobility patterns. Knowledge and Information Systems, 50:383-415, 2017.
  6. [DSS] Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Xiaolin Li, Guoqing Chen. Fused Latent Models for Assessing Product Return Propensity in Online Commerce. Decision Support Systems, 91:77-88, 2016.
  7. [TKDD] Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou. Modeling of Geographical Dependencies for Real Estate Ranking. ACM Transactions on Knowledge Discovery from Data, 11(1):1-27, 2016.
  8. [TMC] Yanjie Fu, Hui Xiong, Xinjiang Lu, Jing Yang, Can Chen. Service Usage Classification with Encrypted Internet Traffic in Mobile Messaging Apps. IEEE Transactions on Mobile Computing, 15(11):2851-2864, 2016.
  9. [TKDE] Bin Liu, Hui Xiong, Spiros Papadimitriou, Yanjie Fu, Zijun Yao. A General Geographical Probabilistic Factor Model for Point of Interest Recommendation. IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(5):1167-1179, 2015.
  10. [CEUS] Yuanchun Zhou, Yang Zhang, Yong Ge, Zhenghua Xue, Yanjie Fu, Danhuai Guo. An Efficient Data Processing Framework for Mining the Massive Trajectory of Moving Objects. Computers, Environment and Urban Systems, 61(B):129-140, 2015.

Refereed Conference Publications

  1. [ICDM] Xiangyu Zhao, Tong Xu, Yanjie Fu, Enhong Chen, Hao Guo. Incorporating Spatio-Temporal Smoothness for Air Quality Inference, In Proceedings of the 17th International Conference on Data Mining (ICDM'17), New Orleans, USA, November 18-21, 2017.
  2. [ICDM] Jiang Bian, Haoyi Xiong, Wei Cheng, Yanjie Fu, Wenqing Hu, Zhishan Guo. Multi-Party Sparse Discriminant Learning. Proceedings of the 17th IEEE International Conference on Data Mining (ICDM'17), New Orleans, USA, November 18-21, 2017.
  3. [ICDM] Jiawei Zhang, Congying Xia, Chenwei Zhang, Limeng Cui, Yanjie Fu, Philip S Yu. MNE: Emerging Social Network Embedding with Aligned Autoencoder. Proceedings of the 17th IEEE International Conference on Data Mining (ICDM'17), New Orleans, USA, November 18-21, 2017.
  4. [KDD] Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong. Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams.. The 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'17), Halifax, Nova Scotia, Canada, 2017.
  5. [KDD] Pengfei Wang∗, Yanjie Fu∗(co-first author), Guannan Liu, Wenqing Hu, Charu Aggarwal. Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes Processes. The 23nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'17), Halifax, Nova Scotia, Canada, 2017.
  6. [KDD] Yanjie Fu, Guannan Liu, Mingfei Teng, Charu Aggarwal. Unsupervised P2P Rental Recommendations via Integer Programming. The 23nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'17), Halifax, Nova Scotia, Canada, 2017.
  7. [KDD] Yanjie Fu, Charu Aggarwal, Srinivasan Parthasarathy, Deepak S. Turaga, and Hui Xiong. REMIX: Automated Exploration for Interactive Outlier Detection. The 23nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'17), Halifax, Nova Scotia, Canada, 2017.
  8. [DASFAA] Chao Ma, Chen Zhu, Yanjie Fu, Hengshu Zhu, Guiquan Liu, Enhong Chen. Social User Profiling: A Social-Aware Topic Modeling Perspective. In Proceedings of the 22nd International Conference on Database Systems for Advanced Applications (DASFAA'17), Suzhou, China.
  9. [ICDM] Zijun Yao, Yanjie Fu, Bin Liu, Yanchi Liu, Hui Xiong. POI Recommendation: A Temporal Matching between POI Popularity and User Regularity. In Proceedings of the 16th IEEE Conference on Data Mining (ICDM'16), Barcelona, Spain, 2016.
  10. [ICDM] Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Hui Xiong. Service Usage Analysis in Mobile Messaging Apps: A Multi-Label Multi-View Perspective. In Proceedings of the 16th IEEE Conference on Data Mining (ICDM'16), Barcelona, Spain, 2016.
  11. [KDD] Hengshu Zhu, Hui Xiong, Fangshuang Tang, Qi Liu, Yong Ge, Enhong Chen, Yanjie Fu. Days on Markets: Measuring the Liquidity of Real Estate Markets. The 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'16), San Francisco, USA, 2016.
  12. [DASFAA] Hongting Niu, Junming Liu, Yanjie Fu, Yanchi Liu. Exploiting Human Mobility Patterns for Gas Station Site Selection. The 21st International Conference on Database Systems for Advanced Applications (DASFAA'16), Dallas, USA, 2016.
  13. [SDM] Zijun Yao, Yanjie Fu, Bin Liu, Hui Xiong. The Impact of Community Safety on House Ranking. In Proceedings of 2016 SIAM International Conference on Data Mining (SDM'16), Miami, USA, 2016.
  14. [SDM] Chu Guan, Yanjie Fu, Xinjiang Lu, Hui Xiong, Enhong Chen. Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model. In Proceedings of 2016 SIAM International Conference on Data Mining (SDM'16), Miami, USA, 2016.
  15. [KDD] Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu. Real Estate Ranking via Mixed Land-use Latent Models. In the Proceeding of the 21th SIGKDD conference on Knowledge Discovery and Data Mining (KDD'15), Sydney, Australia, 2015.
  16. [SDM] Huayu Li, Hengshu Zhu, Yong Ge, Yanjie Fu, Yuan Ge. Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization. In Proceedings of 2015 SIAM International Conference on Data Mining (SDM'15), Vancouver, British Columbia, Canada, 2015.
  17. [ICDM] Junming Liu, Qiao Li, Jingyuan Yang, Meng Qu, Xiong Hui, Weiwei Chen, Yanjie Fu. Station Site Optimization in Bike Sharing Systems. In Proceedings of the 15th IEEE Conference on Data Mining (ICDM'15), Atlantic City, USA, 2015.
  18. [ICDM] Yanjie Fu, Yong Ge, Yu Zheng, Zijun Yao, Yanchi Liu, Hui Xiong, Nicholas Jing Yuan. Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors. In Proceedings of the 14th IEEE Conference on Data Mining (ICDM'14), Shenzhen, China, 2014.
  19. [ICDM] Yanchi Liu, Chuanren Liu, Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu. Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing. In Proceedings of the 14th IEEE Conference on Data Mining (ICDM'14), Shenzhen, China, 2014.
  20. [ICDM] Liang Wu, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Yuanchun Zhou, Jianhui Li, Hui Xiong. Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval. In Proceedings of the 14th IEEE Conference on Data Mining (ICDM'14), Shenzhen, China, 2014.
  21. [ICDM] Guannan Liu, Yanjie Fu, Tong Xu, Hui Xiong, Guoqing Chen. Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns. In Proceedings of the 14th IEEE Conference on Data Mining (ICDM'14), Shenzhen, China, 2014.
  22. [KDD] Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou. Exploiting Geographic Dependencies for Real Estate Appraisal. In the Proceeding of the 20th SIGKDD conference on Knowledge Discovery and Data Mining (KDD'14), New York, USA, 2014.
  23. [SDM] Yanjie Fu, Bin Liu, Yong Ge, Zijun Yao, Hui Xiong. User Preference Learning With Multiple Information Fusion For Restaurant Recommendation. In Proceedings of 2014 SIAM International Conference on Data Mining (SDM'14), Philadelphia, USA, 2014.
  24. [SDM] Jinsong Lan, Cheng Long, Raymond Chi-Wing Wong, Youyang Chen, Yanjie Fu, Danhuai Guo, Shuguang Liu, Yong Ge, Yuanchun Zhou, Jianhui Li. A New Framework for Traffic Anomaly Detection. In Proceedings of 2014 SIAM International Conference on Data Mining (SDM'14), Philadelphia, USA, 2014.
  25. [KDD] Bin Liu, Yanjie Fu, Zijun Yao, Hui Xiong. Learning Geographical Preferences for Point-of-Interest Recommendation. In Proceedings of the 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'13), Chicago, USA, 2013.

Workshop Papers

  1. [ICDM] Yanjie Fu, Hui Xiong. Modeling of Geographic Dependencies for Real Estate Ranking on Site Selection. In Proceedings of the PhD Forum of 15th IEEE Conference on Data Mining (ICDM'15), Atlantic City, USA, 2015.

Demo Papers

  1. [ICDM] Yanjie Fu, Hui Xiong. A Discovery System for Finding High-Value Homes. In Proceedings of the PhD Forum of 15th IEEE Conference on Data Mining (ICDM'15), Atlantic City, USA, 2015. (Demo Paper)