2017

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Returning is Believing: Optimizing Long-term User Engagement in Recommender Systems
Qingyun Wu | Hongning Wang | Liangjie Hong | Yue Shi
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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GB-CENT: Gradient Boosted Categorical Embedding and Numerical Trees
Qian Zhao | Yue Shi | Liangjie Hong
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2016

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Scaling Factorization Machines with Parameter Server
Erheng Zhong | Yue Shi | Nathan Liu | Suju Rajan
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

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Structured Sparse Regression for Recommender Systems
Mingjie Qian | Liangjie Hong | Yue Shi | Suju Rajan
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

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CARS2: Learning Context-aware Representations for Context-aware Recommendations
Yue Shi | Alexandros Karatzoglou | Linas Baltrunas | Martha A. Larson | Alan Hanjalic
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

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Cross-Domain Collaborative Filtering with Factorization Machines
Babak Loni | Yue Shi | Martha A. Larson | Alan Hanjalic
Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings

2013

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Nontrivial landmark recommendation using geotagged photos
Yue Shi | Pavel Serdyukov | Alan Hanjalic | Martha A. Larson
2013 Volume 4 Issue 3

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Mining contextual movie similarity with matrix factorization for context-aware recommendation
Yue Shi | Martha A. Larson | Alan Hanjalic
2013 Volume 4 Issue 1

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GAPfm: optimal top-n recommendations for graded relevance domains
Yue Shi | Alexandros Karatzoglou | Linas Baltrunas | Martha A. Larson | Alan Hanjalic
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2012

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Adaptive diversification of recommendation results via latent factor portfolio
Yue Shi | Xiaoxue Zhao | Jun Wang | Martha A. Larson | Alan Hanjalic
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

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TFMAP: optimizing MAP for top-n context-aware recommendation
Yue Shi | Alexandros Karatzoglou | Linas Baltrunas | Martha A. Larson | Alan Hanjalic | Nuria Oliver
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

2011

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How Far Are We in Trust-Aware Recommendation?
Yue Shi | Martha A. Larson | Alan Hanjalic
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings

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Reranking Collaborative Filtering with Multiple Self-contained Modalities
Yue Shi | Martha A. Larson | Alan Hanjalic
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings

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