Fast Algorithm for Approximate k-Nearest Neighbor Graph Construction. - Dilin Wang; Lei Shi 015; Jianwen Cao 001 (ICDM Workshops, 2013)

Unsupervised Template Mining for Semantic Category Understanding. - Lei Shi 015; Shuming Shi 001; Chin-Yew Lin; Yi-Dong Shen; Yong Rui (EMNLP, 2014)

Robust Spectral Learning for Unsupervised Feature Selection. - Lei Shi 015; Liang Du 003; Yi-Dong Shen (ICDM, 2014)

Large Scale Purchase Prediction with Historical User Actions on B2C Online Retail Platform. - Yuyu Zhang; Liang Pang; Lei Shi 015; Bin Wang 004 (CoRR, 2014)

Convex Batch Mode Active Sampling via α-Relative Pearson Divergence. - Hanmo Wang; Liang Du 003; Peng Zhou 006; Lei Shi 015; Yi-Dong Shen (AAAI, 2015)

Experimental Design with Multiple Kernels. - Hanmo Wang; Liang Du 003; Peng Zhou 006; Lei Shi 015; Yuhua Qian; Yi-Dong Shen (ICDM, 2015)

Robust Multiple Kernel K-means Using L21-Norm. - Liang Du 003; Peng Zhou 006; Lei Shi 015; Hanmo Wang; Mingyu Fan; Wenjian Wang; Yi-Dong Shen (IJCAI, 2015)

Recovery of Corrupted Multiple Kernels for Clustering. - Peng Zhou 006; Liang Du 003; Lei Shi 015; Hanmo Wang; Yi-Dong Shen (IJCAI, 2015)

Learning a Robust Consensus Matrix for Clustering Ensemble via Kullback-Leibler Divergence Minimization. - Peng Zhou 006; Liang Du 003; Hanmo Wang; Lei Shi 015; Yi-Dong Shen (IJCAI, 2015)

Diversifying Convex Transductive Experimental Design for Active Learning. - Lei Shi 015; Yi-Dong Shen (IJCAI, 2016)

Local Representative-Based Matrix Factorization for Cold-Start Recommendation. - Lei Shi 015; Wayne Xin Zhao; Yi-Dong Shen (ACM Trans. Inf. Syst., 2017)

Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision. - Hanmo Wang; Xiaojun Chang; Lei Shi 015; Yi Yang 001; Yi-Dong Shen (IJCAI, 2018)

Person Reidentification via Multi-Feature Fusion With Adaptive Graph Learning. - Runwu Zhou; Xiaojun Chang; Lei Shi 015; Yi-Dong Shen; Yi Yang 001; Feiping Nie 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)