Yue Shi

发表

A descent algorithm for constrained LAD-Lasso estimation with applications in portfolio selection

Yue Shi, Ka Fai Cedric Yiu, Chi Tim Ng, 2019, Journal of Applied Statistics.

On Sampling Strategies for Neural Network-based Collaborative Filtering

Yizhou Sun, Ting Chen, Liangjie Hong, 2017, KDD.

Collaborative Filtering beyond the User-Item Matrix

Martha Larson, Alan Hanjalic, Yue Shi, 2014, ACM Comput. Surv..

A Gradient-based Adaptive Learning Framework for Efficient Personal Recommendation

Naren Ramakrishnan, Huzefa Rangwala, Liangjie Hong, 2017, RecSys.

A descent method for least absolute deviation lasso problems

Ka Fai Cedric Yiu, Yue Shi, Zhiguo Feng, 2019, Optim. Lett..

Exploiting Social Tags for Cross-Domain Collaborative Filtering

Martha Larson, Alan Hanjalic, Yue Shi, 2013, 1302.4888.

CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering

Martha Larson, Nuria Oliver, Alan Hanjalic, 2012, RecSys.

Embedding for Personalized Content-based Recommendation pdf

Yizhou Sun, Ting Chen, Liangjie Hong, 2017 .

Collaborative Filtering beyond the User-Item Matrix: A Survey of the State of the Art and Future Challenges

A. Hanjalic, M. Larson, Yue Shi, 2014, ACM Comput. Surv..

Adaptive diversification of recommendation results via latent factor portfolio

Jun Wang, Martha Larson, Alan Hanjalic, 2012, SIGIR '12.

Unifying rating-oriented and ranking-oriented collaborative filtering for improved recommendation

Martha Larson, Alan Hanjalic, Yue Shi, 2013, Inf. Sci..

CARS2: Learning Context-aware Representations for Context-aware Recommendations

Martha Larson, Alan Hanjalic, Alexandros Karatzoglou, 2014, CIKM.

Generalized Tag-induced Cross-Domain Collaborative Filtering pdf

Martha Larson, Alan Hanjalic, Yue Shi, 2013, ArXiv.

TFMAP: optimizing MAP for top-n context-aware recommendation

Martha Larson, Nuria Oliver, Alan Hanjalic, 2012, SIGIR '12.

Building Discriminative User Profiles for Large-scale Content Recommendation

Suju Rajan, Yue Shi, Erheng Zhong, 2015, KDD.

Learning to rank for recommender systems

Alexandros Karatzoglou, Linas Baltrunas, Yue Shi, 2013, RecSys.

Learning Subclass Representations for Visually-varied Image Classification pdf

Martha Larson, Peng Xu, Alan Hanjalic, 2016, ArXiv.

Mining mood-specific movie similarity with matrix factorization for context-aware recommendation

Martha Larson, Alan Hanjalic, Yue Shi, 2010 .

Hyper-parameterization of sparse reconstruction for speech enhancement

Siow Yong Low, Yue Shi, Ka Fai Cedric Yiu, 2018, Applied Acoustics.

List-wise learning to rank with matrix factorization for collaborative filtering

Alan Hanjalic, Yue Shi, Martha Larson, 2010, RecSys '10.

xCLiMF: optimizing expected reciprocal rank for data with multiple levels of relevance

Martha Larson, Alan Hanjalic, Alexandros Karatzoglou, 2013, RecSys.

Nontrivial landmark recommendation using geotagged photos

Martha Larson, Alan Hanjalic, Pavel Serdyukov, 2013, TIST.

Activating the Crowd: Exploiting User-Item Reciprocity for Recommendation

Martha Larson, Frank Hopfgartner, Alexandros Karatzoglou, 2013 .

CLiMF: Collaborative Less-Is-More Filtering

Martha Larson, Nuria Oliver, Alan Hanjalic, 2013, IJCAI.

Ranking and Context-awareness in Recommender Systems

Yue Shi, Yue Shi, 2013 .

GAPfm: optimal top-n recommendations for graded relevance domains

Martha Larson, Alan Hanjalic, Alexandros Karatzoglou, 2013, CIKM.

Returning is Believing: Optimizing Long-term User Engagement in Recommender Systems

Liangjie Hong, Qingyun Wu, Hongning Wang, 2017, CIKM.

Tags as bridges between domains: improving recommendation with tag-induced cross-domain collaborative filtering

Martha Larson, Alan Hanjalic, Yue Shi, 2011, UMAP'11.

Simple tag-based subclass representations for visually-varied image classes

Martha Larson, Peng Xu, Alan Hanjalic, 2016, 2016 14th International Workshop on Content-Based Multimedia Indexing (CBMI).

Exploiting user similarity based on rated-item pools for improved user-based collaborative filtering

Martha Larson, Alan Hanjalic, Yue Shi, 2009, RecSys '09.

Cross-Domain Collaborative Filtering with Factorization Machines

Martha Larson, Alan Hanjalic, Babak Loni, 2014, ECIR.

Joint Text Embedding for Personalized Content-based Recommendation

Yizhou Sun, Ting Chen, Liangjie Hong, 2017, ArXiv.

Learning Optimal Card Ranking from Query Reformulation pdf

Suju Rajan, Liangjie Hong, Yue Shi, 2016, ArXiv.

GB-CENT: Gradient Boosted Categorical Embedding and Numerical Trees

Qian Zhao, Liangjie Hong, Yue Shi, 2017, WWW.

Mining contextual movie similarity with matrix factorization for context-aware recommendation

Martha Larson, Alan Hanjalic, Yue Shi, 2013, TIST.

Structured Sparse Regression for Recommender Systems

Suju Rajan, Liangjie Hong, Mingjie Qian, 2015, CIKM.

Recommender Systems Evaluation: A 3D Benchmark

Martha Larson, Alan Said, Paolo Cremonesi, 2012, RUE@RecSys.

Reranking Collaborative Filtering with Multiple Self-contained Modalities

Martha Larson, Alan Hanjalic, Yue Shi, 2011, ECIR.

Connecting with the collective: self-contained reranking for collaborative recommendation

Martha Larson, Alan Hanjalic, Yue Shi, 2010, CMM '10.

Hybrid Algorithm for Item Collaborative Filtering Based on Matrix Factorization

Yuan Zhang, Xueqing Lu, Yue Shi, 2023, 2023 4th Information Communication Technologies Conference (ICTC).