Conference Classification of Breast Cancer Histopathological Images using Convolutional Neural Networks with Hierarchical Loss and Global Pooling 2018 • Lecture Notes in Computer Science • 10882:745-753 Wang Z, Dong N, Dai W, Rosario SD, Xing EP
Journal Article Ensembles of Lasso Screening Rules 2018 • IEEE Transactions on Pattern Analysis and Machine Intelligence • 40(12):2841-2852 Lee S, Goernitz N, Xing EP, Heckerman D, Lippert C
Conference Multiplex confounding factor correction for genomic association mapping with squared sparse linear mixed model 2018 • Methods • 145:33-40 Wang H, Liu X, Xiao Y, Xu M, Xing EP
Journal Article Variable selection in heterogeneous datasets: A truncated-rank sparse linear mixed model with applications to genome-wide association studies 2018 • Methods • 145:2-9 Wang H, Aragam B, Xing EP
Conference A Constituent-Centric Neural Architecture for Reading Comprehension 2017 1405-1414 Xie P, Xing E
Conference Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification 2017 • PROCEEDINGS OF THE 55TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2017), VOL 1 • 1006-1017 Qin L, Zhang Z, Zhao H, Hu Z, Xing EP
Journal Article Backward genotype-transcript-phenotype association mapping 2017 • Methods • 129:18-23 Lee S, Wang H, Xing EP
Conference Deep Determinantal Point Process for Large-Scale Multi-Label Classification 2017 • Proceedings / IEEE International Conference on Computer Vision. IEEE International Conference on Computer Vision • 473-482 Xie P, Salakhutdinov R, Mou L, Xing EP
Journal Article Deep learning-based subdivision approach for large scale macromolecules structure recovery from electron cryo tomograms 2017 • Bioinformatics • 33(14):I13-I22 Xu M, Chai X, Muthakana H, Liang X, Yang G, Zeev-Ben-Mordehai T, Xing EP
Conference Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection 2017 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 4408-4417 Liang X, Lee L, Xing EP
Conference Dual Motion GAN for Future-Flow Embedded Video Prediction 2017 • Proceedings / IEEE International Conference on Computer Vision. IEEE International Conference on Computer Vision • 1762-1770 Liang X, Lee L, Dai W, Xing EP
Conference Efficient Correlated Topic Modeling with Topic Embedding 2017 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 225-233 He J, Hu Z, Berg-Kirkpatrick T, Huang Y, Xing EP
Conference Efficient Multiple Instance Metric Learning Using Weakly Supervised Data 2017 5948-5956 Law MT, Yu Y, Urtasun R, Zemel RS, Xing EP
Journal Article Inference of multiple-wave population admixture by modeling decay of linkage disequilibrium with polynomial functions 2017 • Heredity • 118(5):503-510 Zhou Y, Yuan K, Yu Y, Ni X, Xie P, Xing EP, Xu S
Conference Interpretable Structure-Evolving LSTM 2017 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 2175-2184 Liang X, Lin L, Shen X, Feng J, Yan S, Xing EP
Conference Learning Latent Space Models with Angular Constraints 2017 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 70 • 70: Xie P, Deng Y, Zhou Y, Kumar A, Yu Y, Zou J, Xing EP
Journal Article Learning scalable deep kernels with recurrent structure 2017 • Journal of machine learning research • 18:1-37 Al-Shedivat M, Wilson AG, Saatchi Y, Hu Z, Xing EP
Conference Learning to Solve Geometry Problems from Natural Language Demonstrations in Textbooks 2017 251-261 Sachan M, Xing E
Conference Multiplex Confounding Factor Correction for Genomic Association Mapping with Squared Sparse Linear Mixed Model 2017 194-201 Wang H, Liu X, Xiao Y, Xu M, Xing EP
Conference Near-Orthogonality Regularization in Kernel Methods 2017 • CONFERENCE ON UNCERTAINTY IN ARTIFICIAL INTELLIGENCE (UAI2017) Xie P, Poczos B, Xing EP
Conference Nonparametric Variational Auto-encoders for Hierarchical Representation Learning 2017 • Proceedings / IEEE International Conference on Computer Vision. IEEE International Conference on Computer Vision • 5104-5112 Goyal P, Hu Z, Liang X, Wang C, Xing EP
Conference Post-Inference Prior Swapping 2017 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 70 • 70: Neiswanger W, Xing E
Conference PPDSparse: A Parallel Primal-Dual Sparse Method for Extreme Classification 2017 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 545-553 Yen IEH, Huang X, Dai W, Ravikumar P, Dhillon I, Xing E
Conference Randomization or Condensation? Linear-Cost Matrix Sketching Via Cascaded Compression Sampling 2017 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 615-623 Zhang K, Liu C, Zhang J, Xiong H, Xing E, Ye J
Conference Recurrent Topic-Transition GAN for Visual Paragraph Generation 2017 • Proceedings / IEEE International Conference on Computer Vision. IEEE International Conference on Computer Vision • 3382-3391 Liang X, Hu Z, Zhang H, Gan C, Xing EP
