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Selected Publications

• Bin Li, Cross-Domain Collaborative Filtering: A Brief Survey, in Proc of the 23rd IEEE Int'l Conf on Tools with Artificial Intelligence (ICTAI 2011), pp:1085-1086. [paper]
• Ruijiang Li, Bin Li, Cheng Jin, Xiangyang Xue, and Xingquan Zhu, Tracking User-Preference Varying Speed in Collaborative Filtering, in Proc of the 25th AAAI Conf on Artificial Intelligence (AAAI 2011), pp.133-138. [link]
• Bin Li, Xingquan Zhu, Ruijiang Li, Chengqi Zhang, Xiangyang Xue, and Xindong Wu, Cross-Domain Collaborative Filtering over Time,  in Proc of the 22nd Int'l Joint Conf on Artificial Intelligence (IJCAI 2011), pp:2293-2298. [paper][codes]
• Bin Li, Qiang Yang, and Xiangyang Xue, Transfer Learning for Collaborative Filtering via a Rating-Matrix Generative Model, in Proc of the 26th Int'l Conf on Machine Learning (ICML 2009), pp:617-624. [paper][codes][video]
• Bin Li, Qiang Yang, and Xiangyang Xue, Can Movies and Books Collaborate? Cross-Domain Collaborative Filtering for Sparsity Reduction, in Proc of the 21st Int'l Joint Conf on Artificial Intelligence (IJCAI 2009), pp:2052-2057. [paper]
• Bin Li, Mingmin Chi, Jianping Fan, and Xiangyang Xue, Support Cluster Machine, in Proc of the 24th Int'l Conf on Machine Learning (ICML 2007), pp:505-512. [paper][demo][video]

  Journal Papers

• Xingquan Zhu, Bin Li, Xindong Wu, Dan He, and Chengqi Zhang, CLAP: Collaborative Pattern Mining for Distributed Information Systems, Decision Support Systems, 52(1):40-51, 2011. [link]
• Qiang Yang, Vincent W. Zheng, Bin Li, and Hankz Hankui Zhuo, Transfer Learning by Reusing Structured Knowledge, AI Magazine, 32(2):95-106, 2011. [link]
• Shile Zhang, Bin Li, and Xiangyang Xue, Semi-Automatic Dynamic Auxiliary-Tag-Aided Image Annotation, Pattern Recognition, 43(2):470-477, 2010. [link]
Bin Li, Xiangyang Xue, and Jianping Fan, A Robust Incremental Learning Framework for Accurate Skin Region Segmentation in Color Images, Pattern Recognition, 40(12):3621-3632, 2007. [paper][demo]

• Bin Li, Daqing Zhang, Lin Sun, Chao Chen, Shijian Li, Guande Qi, and Qiang Yang, Hunting or Waiting? Discovering Passenger-Finding Strategies from a Large-scale Real-world Taxi Dataset, in Proc of IEEE PerCom Workshops 2011, pp:63-68. [paper] * This paper was featured in IEEE Spectrum [link]

• Bin Li, Xingquan Zhu, and Qiang Yang, Transfer Learning for Collaborative Filtering and Link Prediction (in Chinese), in Machine Learning and Applications 2011, Zhi-Hua Zhou and Qiang Yang (eds.), Chapter 3, pp.33-50, Tsinghua University Press, 2011. [article]