Large-scale Dictionary Learning For Local Coordinate Coding. - Bo Xie 002; Mingli Song; Dacheng Tao (BMVC, 2010)

Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval. - Bo Xie 002; Yang Mu; Mingli Song; Dacheng Tao (ICONIP (2), 2010)

m-SNE: Multiview Stochastic Neighbor Embedding. - Bo Xie 002; Yang Mu; Dacheng Tao (ICONIP (1), 2010)

Multi-view Pedestrian Recognition Using Shared Dictionary Learning with Group Sparsity. - Shuai Zheng 001; Bo Xie 002; Kaiqi Huang; Dacheng Tao (ICONIP (3), 2011)

Music Tagging with Regularized Logistic Regression. - Bo Xie 002; Wei Bian; Dacheng Tao; Parag Chordia (ISMIR, 2011)

Toward the Optimization of Normalized Graph Laplacian. - Bo Xie 002; Meng Wang 001; Dacheng Tao (IEEE Trans. Neural Networks, 2011)

m-SNE: Multiview Stochastic Neighbor Embedding. - Bo Xie 002; Yang Mu; Dacheng Tao; Kaizhu Huang (IEEE Trans. Syst. Man Cybern. Part B, 2011)

CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels. - Wei Bian; Bo Xie 002; Dacheng Tao (AISTATS, 2012)

Inside insider trading: patterns & discoveries from a large scale exploratory analysis. - Acar Tamersoy; Bo Xie 002; Stephen L. Lenkey; Bryan R. Routledge; Duen Horng Chau; Shamkant B. Navathe (ASONAM, 2013)

Poly(A) motif prediction using spectral latent features from human DNA sequences. - Bo Xie 002; Boris R. Jankovic; Vladimir B. Bajic; Le Song; Xin Gao 001 (Bioinform., 2013)

Nonparametric Estimation of Multi-View Latent Variable Models. - Le Song; Animashree Anandkumar; Bo Dai 001; Bo Xie 002 (ICML, 2014)

Scalable Kernel Methods via Doubly Stochastic Gradients. - Bo Dai 001; Bo Xie 002; Niao He; Yingyu Liang; Anant Raj; Maria-Florina Balcan; Le Song (NIPS, 2014)

Large-scale insider trading analysis: patterns and discoveries. - Acar Tamersoy; Elias B. Khalil; Bo Xie 002; Stephen L. Lenkey; Bryan R. Routledge; Duen Horng Chau; Shamkant B. Navathe (Soc. Netw. Anal. Min., 2014)

Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients. - Bo Xie 002; Yingyu Liang; Le Song (NIPS, 2015)

Learning Latent Variable Models by Improving Spectral Solutions with Exterior Point Method. - Amirreza Shaban; Mehrdad Farajtabar; Bo Xie 002; Le Song; Byron Boots (UAI, 2015)

Distributed Kernel Principal Component Analysis. - Maria-Florina Balcan; Yingyu Liang; Le Song; David P. Woodruff; Bo Xie 002 (CoRR, 2015)

Isotonic Hawkes Processes. - Yichen Wang 001; Bo Xie 002; Nan Du 002; Le Song (ICML, 2016)

Communication Efficient Distributed Kernel Principal Component Analysis. - Maria-Florina Balcan; Yingyu Liang; Le Song; David P. Woodruff; Bo Xie 002 (KDD, 2016)

Diversity Leads to Generalization in Neural Networks. - Bo Xie 002; Yingyu Liang; Le Song (CoRR, 2016)

Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification. - Qiang Li 024; Bo Xie 002; Jane You; Wei Bian; Dacheng Tao (IEEE Trans. Image Process., 2016)

Diverse Neural Network Learns True Target Functions. - Bo Xie 002; Yingyu Liang; Le Song (AISTATS, 2017)

On the Complexity of Learning Neural Networks. - Le Song; Santosh S. Vempala; John Wilmes; Bo Xie 002 (NIPS, 2017)

Algorithms and analysis for non-convex optimization problems in machine learning. - Bo Xie 002 (2017)

Deep Semi-Random Features for Nonlinear Function Approximation. - Kenji Kawaguchi; Bo Xie 002; Le Song (AAAI, 2018)