Exploiting user similarity based on rated-item pools for improved user-based collaborative filtering. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (RecSys, 2009)

List-wise learning to rank with matrix factorization for collaborative filtering. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (RecSys, 2010)

Reranking Collaborative Filtering with Multiple Self-contained Modalities. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (ECIR, 2011)

How Far Are We in Trust-Aware Recommendation? - Yue Shi 002; Martha A. Larson; Alan Hanjalic (ECIR, 2011)

Personalized Landmark Recommendation Based on Geotags from Photo Sharing Sites. - Yue Shi 002; Pavel Serdyukov; Alan Hanjalic; Martha A. Larson (ICWSM, 2011)

Tags as Bridges between Domains: Improving Recommendation with Tag-Induced Cross-Domain Collaborative Filtering. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (UMAP, 2011)

Recommender Systems Evaluation: A 3D Benchmark. - Alan Said; Domonkos Tikk; Klara Stumpf; Yue Shi 002; Martha A. Larson; Paolo Cremonesi (RUE@RecSys, 2012)

CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Nuria Oliver; Alan Hanjalic (RecSys, 2012)

TFMAP: optimizing MAP for top-n context-aware recommendation. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Alan Hanjalic; Nuria Oliver (SIGIR, 2012)

Adaptive diversification of recommendation results via latent factor portfolio. - Yue Shi 002; Xiaoxue Zhao; Jun Wang 012; Martha A. Larson; Alan Hanjalic (SIGIR, 2012)

GAPfm: optimal top-n recommendations for graded relevance domains. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Alan Hanjalic (CIKM, 2013)

CLiMF: Collaborative Less-Is-More Filtering. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Nuria Oliver; Alan Hanjalic (IJCAI, 2013)

Learning to rank for recommender systems. - Alexandros Karatzoglou; Linas Baltrunas; Yue Shi 002 (RecSys, 2013)

xCLiMF: optimizing expected reciprocal rank for data with multiple levels of relevance. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Alan Hanjalic (RecSys, 2013)

Generalized Tag-induced Cross-Domain Collaborative Filtering - Yue Shi 002; Martha A. Larson; Alan Hanjalic (CoRR, 2013)

Unifying rating-oriented and ranking-oriented collaborative filtering for improved recommendation. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (Inf. Sci., 2013)

Mining contextual movie similarity with matrix factorization for context-aware recommendation. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (ACM Trans. Intell. Syst. Technol., 2013)

Nontrivial landmark recommendation using geotagged photos. - Yue Shi 002; Pavel Serdyukov; Alan Hanjalic; Martha A. Larson (ACM Trans. Intell. Syst. Technol., 2013)

Ranking and Context-awareness in Recommender Systems. - Yue Shi 002 (2013)

CARS2: Learning Context-aware Representations for Context-aware Recommendations. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Alan Hanjalic (CIKM, 2014)

Cross-Domain Collaborative Filtering with Factorization Machines. - Babak Loni; Yue Shi 002; Martha A. Larson; Alan Hanjalic (ECIR, 2014)

Collaborative Filtering beyond the User-Item Matrix: A Survey of the State of the Art and Future Challenges. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (ACM Comput. Surv., 2014)

Structured Sparse Regression for Recommender Systems. - Mingjie Qian; Liangjie Hong; Yue Shi 002; Suju Rajan (CIKM, 2015)

Building Discriminative User Profiles for Large-scale Content Recommendation. - Erheng Zhong; Nathan Liu; Yue Shi 002; Suju Rajan (KDD, 2015)

Simple tag-based subclass representations for visually-varied image classes. - Xinchao Li; Peng Xu; Yue Shi 002; Martha A. Larson; Alan Hanjalic (CBMI, 2016)

Scaling Factorization Machines with Parameter Server. - Erheng Zhong; Yue Shi 002; Nathan Liu; Suju Rajan (CIKM, 2016)

Learning Optimal Card Ranking from Query Reformulation. - Liangjie Hong; Yue Shi 002; Suju Rajan (CoRR, 2016)

Learning Subclass Representations for Visually-varied Image Classification. - Xinchao Li; Peng Xu; Yue Shi 002; Martha A. Larson; Alan Hanjalic (CoRR, 2016)

The Apps You Use Bring The Blogs to Follow. - Yue Shi 002; Erheng Zhong; Suju Rajan; Liang Dong; Hao-wei Tseng; Beitao Li (CoRR, 2016)

Returning is Believing: Optimizing Long-term User Engagement in Recommender Systems. - Qingyun Wu; Hongning Wang; Liangjie Hong; Yue Shi 002 (CIKM, 2017)

On Sampling Strategies for Neural Network-based Collaborative Filtering. - Ting Chen 007; Yizhou Sun; Yue Shi 002; Liangjie Hong (KDD, 2017)

A Gradient-based Adaptive Learning Framework for Efficient Personal Recommendation. - Yue Ning 001; Yue Shi 002; Liangjie Hong; Huzefa Rangwala; Naren Ramakrishnan (RecSys, 2017)

GB-CENT: Gradient Boosted Categorical Embedding and Numerical Trees. - Qian Zhao; Yue Shi 002; Liangjie Hong (WWW, 2017)

Joint Text Embedding for Personalized Content-based Recommendation. - Ting Chen 007; Liangjie Hong; Yue Shi 002; Yizhou Sun (CoRR, 2017)