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publications [2018/05/16 13:16]
xhx [2018]
publications [2018/05/31 10:25]
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 +<​html>​
 +<​h2>​Publications</​h2>​
  
 +<div class="​level2">&​nbsp;</​div>​
  
-===== Publications =====+<​h3>​2018</​h3>​
  
-==== 2018 ====+<div class="​level3">​ 
 +<​p><​a class="​urlextern"​ href="​https://​arxiv.org/​abs/​1805.05373"​ rel="​nofollow"​ title="​https://​arxiv.org/​abs/​1805.05373">​DeepEM:​ Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection</​a><​br /> 
 +Zhu W, Vang YS, Huang Y, Xie X<br /> 
 +MICCAI, ​2018</p>
  
-[[https://​arxiv.org/​abs/​1805.05373 | DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection]]\\ 
-Zhu W, Vang YS, Huang Y, Xie X\\ 
  
 +<​p>​Sequential Embedding Induced Nonparametric Text Clustering<​br />
 +Duan T, Lou Q, Xie X</p>
  
-Sequential Embedding Induced Nonparametric Text Clustering\\ +<​p><​a class="​urlextern"​ href="​https://​arxiv.org/​abs/​1802.00931"​ rel="​nofollow"​ title="​https://​arxiv.org/​abs/​1802.00931">​Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification</​a><​br /> 
-Duan TLou Q, Xie X\\+Vang SChen Z, Xie X<br /> 
 +15th International Conference on Image Analysis and Recognition,​ 2018</​p>​
  
-[[https://​arxiv.org/​abs/​1802.00931 | Deep Learning ​Framework for Multi-class Breast Cancer Histology Image Classification]]\\ +<​p><​a class="​urlextern"​ href="https://​arxiv.org/​abs/​1801.07853" rel="​nofollow"​ title="​https://​arxiv.org/​abs/​1801.07853">​Structed Triplets ​Learning ​with Pos-tag Guided Attention for Visual Question Answering</​a><​br /> 
-Vang S, Chen Z, Xie X\\ +IEEE Winter Conf. on Applications of Computer Vision ​2018</p>
-15th International Conference ​on Image Analysis and Recognition, ​2018+
  
-[[https://​arxiv.org/​abs/​1801.07853 | Structed Triplets Learning with Pos-tag Guided Attention ​for Visual Question Answering]]\\ +<​p><​a class="​urlextern"​ href="https://​arxiv.org/​abs/​1801.09555" rel="​nofollow"​ title="​https://​arxiv.org/​abs/​1801.09555">​DeepLung:​ Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification</​a><​br /> 
-IEEE Winter Conf. on Applications of Computer Vision 2018+IEEE Winter Conf. on Applications of Computer Vision 2018</p>
  
-[[https://​arxiv.org/​abs/​1801.09555 | DeepLung: ​Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification]]\\ +<​p>​Adversarial ​Deep Structured ​Nets for Mass Segmentation from Mammograms<​br /> 
-IEEE Winter Conf. on Applications of Computer Vision 2018+W Zhu, X Xiang, T Tran, GD Hager, X Xie<br /> 
 +IEEE International Symposium ​on Biomedical Imaging</​p>​
  
-Adversarial ​Deep Structured Nets for Mass Segmentation from Mammograms\\ +<​p>​Automated Pulmonary Nodule Detection Using 3D Deep Convolutional Neural Networks<​br /> 
-W ZhuX Xiang, T Tran, GD Hager, X Xie\\ +H TangD Kim, X Xie<br /> 
-IEEE International Symposium on Biomedical Imaging+IEEE International Symposium on Biomedical Imaging</p>
  
-Automated Pulmonary Nodule Detection Using 3D Deep Convolutional Neural Networks\\ +<​p>​Molecular Mechanisms for CFIm-Mediated Regulation of mRNA Alternative Polyadenylation.<​br /> 
-H Tang, D Kim, X Xie\\ +Zhu YWang X, Forouzmand E, Jeong J, Qiao F, Sowd GA, Engelman AN, Xie X, Hertel KJ, Shi Y.<br /> 
-IEEE International Symposium on Biomedical Imaging+Mol Cell. 2018 Jan 4;​69(1):​62-74.e4.</​p>​ 
 +</​div>​
  
-Molecular Mechanisms for CFIm-Mediated Regulation of mRNA Alternative Polyadenylation.\\ +<​h3>​2017</​h3>​
-Zhu Y, Wang X, Forouzmand E, Jeong J, Qiao F, Sowd GA, Engelman AN, Xie X, Hertel KJ, Shi Y.\\ +
-Mol Cell. 2018 Jan 4;​69(1):​62-74.e4.+
  
-==== 2017 ====+<div class="​level3">​ 
 +<​p><​a class="​urlextern"​ href="​https://​arxiv.org/​abs/​1709.05538"​ rel="​nofollow"​ title="​https://​arxiv.org/​abs/​1709.05538">​DeepLung:​ 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification</​a><​br /> 
 +W Zhu, C Liu, W Fan, X Xie<br /> 
 +arXiv preprint arXiv:​1709.05538</​p>​
  
-[[https://arxiv.org/abs/1709.05538 | DeepLung3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification]]\\ +<​p><​a class="​urlextern"​ href="https://www.biorxiv.org/content/early/​2017/​06/​28/​151274"​ rel="​nofollow"​ title="​https://​www.biorxiv.org/​content/​early/​2017/​06/​28/​151274">​FactorNeta deep learning framework ​for predicting cell type specific transcription factor binding from nucleotide-resolution sequential data</​a><​br /> 
-W Zhu, C Liu, W Fan, X Xie\\ +D Quang, X Xie<br /> 
-arXiv preprint arXiv:​1709.05538+bioRxiv, 151274</​p>​
  
 +<​p><​a class="​urlextern"​ href="​https://​arxiv.org/​abs/​1612.05968"​ rel="​nofollow"​ title="​https://​arxiv.org/​abs/​1612.05968">​Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification</​a><​br />
 +Wentao Zhu, Qi Lou, Yeeleng Scott Vang, Xiaohui Xie<br />
 +arXiv:​1612.05968<​br />
 +<a class="​urlextern"​ href="​http://​www.miccai2017.org/"​ rel="​nofollow"​ title="​http://​www.miccai2017.org/">​MICCAI,​ 2017</​a></​p>​
  
-[[https://​www.biorxiv.org/​content/​early/​2017/​06/​28/​151274 | FactorNet: a deep learning ​framework for predicting cell type specific transcription factor binding from nucleotide-resolution sequential data]]\\ +<​p>​Understanding sequence conservation with deep learning<br /> 
-Quang, X Xie\\ +Li Y, Quang D, and Xie X<br /> 
-bioRxiv151274+ACM BCB2017</​p>​
  
 +<​p><​a class="​urlextern"​ href="​http://​biorxiv.org/​content/​early/​2017/​01/​10/​099358"​ rel="​nofollow"​ title="​http://​biorxiv.org/​content/​early/​2017/​01/​10/​099358">​HLA class I binding prediction via convolutional neural networks</​a><​br />
 +Vang YS and Xie X<br />
 +Bioinformatics,​ 2017</​p>​
  
-[[https://arxiv.org/abs/1612.05968|Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification]]\\ +<​p><​a class="​urlextern"​ href="https://www.ncbi.nlm.nih.gov/pubmed/28325473"​ rel="​nofollow"​ title="​https://​www.ncbi.nlm.nih.gov/​pubmed/​28325473">​Foxh1 Occupies cis-Regulatory Modules Prior to Dynamic Transcription Factor Interactions Controlling the Mesendoderm Gene Program</​a><​br /> 
-Wentao ZhuQi LouYeeleng Scott VangXiaohui ​Xie \\ +Charney RMForouzmand ECho JS, Cheung J, Paraiso KD, Yasuoka Y, Takahashi S, Taira M, Blitz IL, Xie X, Cho KW<br /> 
-arXiv:1612.05968\\ +Dev Cell27;40(6):595-607.e4, 2017</​p>​ 
-[[http://www.miccai2017.org/​| MICCAI, 2017]]+</​div>​
  
-Understanding sequence conservation with deep learning\\ +<​h3>​2016</​h3>​
-Li Y, Quang D, and Xie X\\ +
-ACM BCB, 2017+
  
-[[http://biorxiv.org/content/early/2017/01/10/099358|HLA class I binding prediction via convolutional neural networks]]\\ +<div class="​level3">​ 
-Vang YS and Xie X\\ +<​p><​a class="​urlextern"​ href="​https://arxiv.org/abs/1612.05970"​ rel="​nofollow"​ title="​https:​//arxiv.org/abs/1612.05970">​Adversarial Deep Structural Networks for Mammographic Mass Segmentation</​a><​br /> 
-Bioinformatics,​ 2017+Wentao Zhu, Xiaohui ​Xie<br /> 
 +arXiv:​1612.05970</​p>​
  
-[[https://​www.ncbi.nlm.nih.gov/​pubmed/​28325473|Foxh1 Occupies cis-Regulatory Modules Prior to Dynamic Transcription Factor Interactions Controlling the Mesendoderm Gene Program]]\\ +<​p><​a class="​urlextern"​ href="https://​www.ncbi.nlm.nih.gov/​pubmed/​27418388"​ rel="​nofollow"​ title="​https://​www.ncbi.nlm.nih.gov/​pubmed/​27418388">​Developmentally regulated long non-coding RNAs in Xenopus tropicalis</​a><​br /> 
-Charney RM, Forouzmand ​E, Cho JS, Cheung J, Paraiso KD, Yasuoka Y, Takahashi S, Taira M, Blitz IL, Xie X, Cho KW\\ +Forouzmand ​et al.<br /> 
-Dev Cell27;40(6):595-607.e4, 2017+Developmental Biology, ​(16)30120-8 2016</​p>​
  
-==== 2016 ====+<​p><​a class="​urlextern"​ href="​http://​bioinformatics.oxfordjournals.org/​content/​early/​2016/​02/​11/​bioinformatics.btw074.short?​rss=1" rel="​nofollow"​ title="​http://​bioinformatics.oxfordjournals.org/​content/​early/​2016/​02/​11/​bioinformatics.btw074.short?​rss=1">​Gene expression inference with deep learning</​a><​br /> 
 +Chen Y, Li Y, Narayan R, Subramanian A, and Xie X<br /> 
 +Bioinformatics,​ 2016</​p>​
  
-[[https://arxiv.org/​abs/​1612.05970|Adversarial Deep Structural Networks for Mammographic Mass Segmentation]]\\ +<​p>​DanQa hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences<​br ​/
-Wentao ZhuXiaohui Xie\\ +Quang D and Xie X<​br ​/> 
-arXiv:​1612.05970+Nucleic Acids Research2016</​p>​
  
-[[https://www.ncbi.nlm.nih.gov/pubmed/27418388|Developmentally regulated long non-coding RNAs in Xenopus tropicalis]]\\ +<​p><​a class="​urlextern"​ href="​http://rnajournal.cshlp.org/​content/​early/​2016/​04/​19/​rna.055681.115.abstract"​ rel="​nofollow"​ title="​http:​//rnajournal.cshlp.org/​content/​early/​2016/​04/​19/​rna.055681.115.abstract">​Poly(Acode analyses reveal key determinants for tissue-specific mRNA alternative polyadenylation</​a><​br /> 
-Forouzmand et al\\ +Weng L, Li Y, Xie X, and Shi Y<br /> 
-Developmental Biology, ​(16)30120-2016+RNA, 2016</p>
  
-[[http://bioinformatics.oxfordjournals.org/content/early/2016/02/11/bioinformatics.btw074.short?​rss=1|Gene expression inference with deep learning]]\\ +<​p><​a class="​urlextern"​ href="​https://www.researchgate.net/profile/Wentao_Zhu4/publication/283748673_Co-occurrence_Feature_Learning_for_Skeleton_based_Action_Recognition_using_Regularized_Deep_LSTM_Networks/links/567a2bc808ae7fea2e98bf6b.pdf" rel="​nofollow"​ title="​https://​www.researchgate.net/​profile/​Wentao_Zhu4/​publication/​283748673_Co-occurrence_Feature_Learning_for_Skeleton_based_Action_Recognition_using_Regularized_Deep_LSTM_Networks/​links/​567a2bc808ae7fea2e98bf6b.pdf">​Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks</​a><​br /> 
-Chen Y, Li YNarayan R, Subramanian A, and Xie X\\ +Zhu Wet al.<br /> 
-Bioinformatics, 2016+AAAI Conference on Artificial Intelligence, 2016</​p>​ 
 +</​div>​
  
-DanQ: a hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences\\ +<​h3>​2015</​h3>​
-Quang D and Xie X\\ +
-Nucleic Acids Research, 2016+
  
-[[http://​rnajournal.cshlp.org/​content/​early/​2016/​04/​19/​rna.055681.115.abstract|Poly(A) code analyses reveal key determinants for tissue-specific mRNA alternative polyadenylation]]\\ +<div class="​level3">​ 
-Weng L, Li Y, Xie X, and Shi Y\\ +<​p>​Hobbes3Dynamic Generation of Variable-Length Signatures for Efficient Approximate Subsequence Mappings<​br ​/> 
-RNA, 2016+Kim J, Chen L, and Xie X<br /> 
 +32nd IEEE International Conference on Data Engineering - ICDE 2016</p>
  
-[[https://www.researchgate.net/profile/Wentao_Zhu4/publication/283748673_Co-occurrence_Feature_Learning_for_Skeleton_based_Action_Recognition_using_Regularized_Deep_LSTM_Networks/links/567a2bc808ae7fea2e98bf6b.pdf|Co-occurrence Feature Learning ​for Skeleton based Action Recognition using Regularized Deep LSTM Networks]]\\ +<​p><​a class="​urlextern"​ href="​http://biorxiv.org/content/early/2015/12/20/032821"​ rel="​nofollow"​ title="​http://​biorxiv.org/​content/​early/​2015/​12/​20/​032821">​DanQ:​ a hybrid convolutional and recurrent deep neural network ​for quantifying the function of DNA sequences</​a><​br /> 
-Zhu W, et al.\\ +Quang D and Xie X</p>
-AAAI Conference on Artificial Intelligence,​ 2016+
  
-==== 2015 ====+<​p><​a class="​urlextern"​ href="​http://​www.ncbi.nlm.nih.gov/​pubmed/​25338716"​ rel="​nofollow"​ title="​http://​www.ncbi.nlm.nih.gov/​pubmed/​25338716">​DANN:​ a deep learning approach for annotating the pathogenicity of genetic variants</​a><​br /> 
 +Quang D, Chen Y and Xie X<br /> 
 +Bioinformatics,​ 31(5):​761-3, ​2015</p>
  
-Hobbes3Dynamic Generation of Variable-Length Signatures ​for Efficient Approximate Subsequence Mappings\\ +<​p><​a class="​urlextern"​ href="​http://​www.biomedcentral.com/​1471-2164/​16/​S2/​S1"​ rel="​nofollow"​ title="​http://​www.biomedcentral.com/​1471-2164/​16/​S2/​S1">​MixClone:​ a mixture model for inferring tumor subclonal populations</​a><​br /> 
-Kim J, Chen L, and Xie X\\ +Li Y and Xie X<br /> 
-32nd IEEE International Conference on Data Engineering - ICDE 2016+BMC Genomics, 2015</​p>​
  
-[[http://biorxiv.org/content/early/2015/12/20/032821|DanQ:​ a hybrid convolutional ​and recurrent deep neural network for quantifying the function of DNA sequences]]\\ +<​p><​a class="​urlextern"​ href="http://www.ics.uci.edu/~xhx/publications/ImagingGenetics.pdf"​ rel="​nofollow"​ title="​http:​//www.ics.uci.edu/~xhx/​publications/​ImagingGenetics.pdf">​Identifying unanticipated genes and mechanisms in serious mental illness</​a><​br /> 
-Quang D and Xie X+Potkin SG, van Erp TGM, Ling S, Macciardi F, and Xie X<br /> 
 +Neuroimaging genetics : principles and practices, 2015</​p>​ 
 +</​div>​
  
-[[http://​www.ncbi.nlm.nih.gov/​pubmed/​25338716|DANN:​ a deep learning approach for annotating the pathogenicity of genetic variants]]\\ +<​h3>​2014<​/h3>
-Quang D, Chen Y and Xie X\\ +
-Bioinformatics,​ 31(5):​761-3,​ 2015+
  
-[[http://www.biomedcentral.com/1471-2164/16/S2/S1|MixClone: ​mixture model for inferring tumor subclonal populations]]\\ +<div class="​level3">​ 
-Li Y and Xie X\\ +<​p><​a class="​urlextern"​ href="http://link.springer.com/article/​10.1007/​s10032-014-0229-4"​ rel="​nofollow"​ title="​http:​//link.springer.com/​article/​10.1007/​s10032-014-0229-4">​Handwritten Hangul recognition using deep convolutional neural networks<​/a><br /> 
-BMC Genomics2015+Kim I and Xie X<br /> 
 +International Journal on Document Analysis and Recognition2014<br /> 
 +<a class="​urlextern"​ href="​http://​www.ics.uci.edu/​~xhx/​publications/​HHR.pdf"​ rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​HHR.pdf">​preprint</​a></​p>​
  
 +<​p><​a class="​urlextern"​ href="​http://​www.ncbi.nlm.nih.gov/​pubmed/​25359723"​ rel="​nofollow"​ title="​http://​www.ncbi.nlm.nih.gov/​pubmed/​25359723">​Genome-wide view of TGFbeta/​Foxh1 regulation of the early mesendoderm</​a>​ program<​br />
 +Chiu WT, Le R, Blitz IL, Fish MB, Li Y, Biesinger J, Xie X, and Cho K<br />
 +Development,​ 2014</​p>​
  
-[[http://www.ics.uci.edu/~xhx/publications/ImagingGenetics.pdf |Identifying unanticipated genes and mechanisms in serious mental illness]]\\ +<​p><​a class="​urlextern"​ href="http://bioinformatics.oxfordjournals.org/​content/​early/​2014/​04/​21/​bioinformatics.btu174"​ rel="​nofollow"​ title="​http:​//bioinformatics.oxfordjournals.org/​content/​early/​2014/​04/​21/bioinformatics.btu174">​Deconvolving tumor purity ​and ploidy by integrating copy number alterations and loss of heterozygosity</​a><​br /> 
-Potkin SG, van Erp TGM, Ling S, Macciardi F, and Xie X\\ +Li Y and Xie X<br /> 
-Neuroimaging genetics : principles and practices2015+Bioinformatics2014</​p>​
  
-==== 2014 ====+<​p><​a class="​urlextern"​ href="​http://​bioinformatics.oxfordjournals.org/​content/​early/​2014/​02/​14/​bioinformatics.btu093.abstract"​ rel="​nofollow"​ title="​http://​bioinformatics.oxfordjournals.org/​content/​early/​2014/​02/​14/​bioinformatics.btu093.abstract">​EXTREME:​ An Online EM Algorithm for Motif Discovery</​a><​br /> 
 +Quang D and Xie X<br /> 
 +Bioinformatics,​ 2014</​p>​
  
-[[http://link.springer.com/article/10.1007/s10032-014-0229-4|Handwritten Hangul recognition using deep convolutional neural networks]]\\ +<​p><​a class="​urlextern"​ href="http://www.biomedcentral.com/1471-2105/15/42" rel="​nofollow"​ title="​http://​www.biomedcentral.com/1471-2105/​15/​42">​Improving Read Mapping Using Additional Prefix Grams</​a><​br /> 
-Kim and Xie X\\ +Kim J, Li C and Xie X<br /> 
-International Journal on Document Analysis and Recognition, 2014\\ +BMC Bioinformatics, 2014, 15(1):42</p>
-[[http://​www.ics.uci.edu/​~xhx/​publications/​HHR.pdf| preprint]]+
  
-[[http://www.ncbi.nlm.nih.gov/pubmed/25359723|Genome-wide view of TGFbeta/Foxh1 regulation of the early mesendoderm]] program\\ +<​p><​a class="​urlextern"​ href="http://www.plosone.org/​article/​info:​doi/​10.1371/​journal.pone.0092317"​ rel="​nofollow"​ title="​http:​//www.plosone.org/​article/​info:​doi/​10.1371/​journal.pone.0092317">​Integrative ChIP-seq/Microarray Analysis Identifies a CTNNB1 Target Signature Enriched in Intestinal Stem Cells and Colon Cancer</​a><​br /> 
-Chiu WTLe RBlitz ILFish MBLi YBiesinger J, Xie X, and Cho K\\ +Watanabe KBiesinger JSalmans MLRoberts BSArthur WTCleary M, Andersen B, Xie X, and Dai X<br /> 
-Development, 2014+PLOS ONE, 2014, DOI: 10.1371/​journal.pone.0092317</​p>​
  
-[[http://bioinformatics.oxfordjournals.org/content/early/2014/04/21/bioinformatics.btu174|Deconvolving tumor purity and ploidy by integrating copy number alterations and loss of heterozygosity]]\\ +<​p><​a class="​urlextern"​ href="http://www.biomedcentral.com/1752-0509/8/3/abstract"​ rel="​nofollow"​ title="​http:​//www.biomedcentral.com/​1752-0509/​8/​3/​abstract">​Inference ​of the Xenopus tropicalis embryonic regulatory network ​and spatial gene expression patterns</​a><​br /> 
-Li Y and Xie X\\ +Zheng Z, Christley S, Chiu WT, Blitz IL, Xie X, Cho KW, Nie Q<br /> 
-Bioinformatics, 2014+BMC Systems Biology ​2014, 8:​3</​p>​
  
-[[http://bioinformatics.oxfordjournals.org/​content/​early/​2014/​02/14/bioinformatics.btu093.abstract|EXTREMEAn Online EM Algorithm for Motif Discovery]]\\ +<​p><​a class="​urlextern"​ href="http://emboj.embopress.org/​content/​early/​2014/​03/04/embj.201386537"​ rel="​nofollow"​ title="​http://​emboj.embopress.org/​content/​early/​2014/​03/​04/​embj.201386537">​Fip1 regulates mRNA alternative polyadenylation to promote stem cell self-renewal</​a><​br /> 
-Quang D and Xie X\\ +Lackford B, Yao C, Charles GM, Weng L, Zheng X, Choi EA, Xie X, Wan J, Xing Y, Freudenberg JM, Yang P, Jothi R, Hu G, Shi Y<br /> 
-Bioinformatics, 2014+EMBO J. 2014 Mar 4.</​p>​ 
 +</​div>​
  
-[[http://​www.biomedcentral.com/​1471-2105/​15/​42|Improving Read Mapping Using Additional Prefix Grams]]\\ +<​h3>​2013<​/h3>
-Kim J, Li C and Xie X\\ +
-BMC Bioinformatics,​ 2014, 15(1):42+
  
-[[http://​www.plosone.org/​article/​info:​doi/​10.1371/​journal.pone.0092317|Integrative ChIP-seq/Microarray Analysis Identifies ​CTNNB1 Target Signature Enriched in Intestinal Stem Cells and Colon Cancer]]\\ +<div class="​level3">​ 
-Watanabe K, Biesinger J, Salmans ML, Roberts BS, Arthur WTCleary ​M, Andersen B, Xie X, and Dai X\\ +<​p><​a class="​urlextern"​ href="http://​www.plosone.org/​article/​info:​doi/​10.1371/​journal.pone.0082146"​ rel="​nofollow"​ title="​http://​www.plosone.org/​article/​info:​doi/​10.1371/​journal.pone.0082146">​Low-Rank Regularization for Learning Gene Expression Programs<​/a><br /> 
-PLOS ONE, 2014, DOI: 10.1371/journal.pone.0092317+Ye GTang M, Nie Q and Xie X<br /> 
 +<em>PLOS ONE</em>2013</p>
  
-[[http://www.biomedcentral.com/1752-0509/8/3/abstract|Inference ​of the Xenopus tropicalis embryonic regulatory network and spatial gene expression patterns]] \\ +<​p><​a class="​urlextern"​ href="http://www.hindawi.com/journals/cmmm/2013/873595/"​ rel="​nofollow"​ title="​http://​www.hindawi.com/​journals/​cmmm/​2013/​873595/">​A gradient boosting algorithm for survival analysis via direct optimization ​of concordance index</​a><​br /> 
-Zheng Z, Christley S, Chiu WT, Blitz IL, Xie X, Cho KW, Nie Q\\ +Chen Y, Jia Z, Mercola D and Xie X<br /> 
-BMC Systems Biology 20148:3+<​em>​Comput Math Methods Med.</​em>​2013</​p>​
  
-[[http://emboj.embopress.org/content/early/2014/03/04/embj.201386537|Fip1 regulates mRNA alternative polyadenylation to promote stem cell self-renewal]]\\ +<​p><​a class="​urlextern"​ href="http://onlinelibrary.wiley.com/doi/10.1002/dvg.22719/abstract"​ rel="​nofollow"​ title="​http:​//onlinelibrary.wiley.com/​doi/​10.1002/​dvg.22719/​abstract">​Biallelic genome modification in F0 Xenopus tropicalis embryos using the CRISPR/Cas system</​a><​br /> 
-Lackford BYao C, Charles GM, Weng L, Zheng X, Choi EA, Xie X, Wan J, Xing Y, Freudenberg JM, Yang P, Jothi R, Hu G, Shi Y\\ +Blitz IBiesinger J, Xie X, and Cho K<br /> 
-EMBO J. 2014 Mar 4. +<​em>​Genesis</​em>, ​2013.</p>
-==== 2013 ====+
  
-[[http://www.plosone.org/article/info:doi/10.1371/journal.pone.0082146|Low-Rank Regularization for Learning Gene Expression Programs]] \\ +<​p><​a class="​urlextern"​ href="http://rnajournal.cshlp.org/content/early/2013/10/22/rna.042317.113.abstract"​ rel="​nofollow"​ title="​http:​//rnajournal.cshlp.org/​content/​early/​2013/​10/​22/​rna.042317.113.abstract">​Overlapping and distinct functions of CstF64 and CstF64t in mammalian mRNA 3&​acirc;​€&​sup2;​ processing</​a><​br /> 
-Ye GTang MNie Q and Xie X\\ +Yao CChoi E, Weng L, Xie X, Wan J, Xing Y, Moresco JJ, Tu PG, Yates JR, and Shi Y<br /> 
-//PLOS ONE//, 2013+<​em>​RNA<​/em>, 2013</p>
  
-[[http://www.hindawi.com/journals/cmmm/2013/873595/|A gradient boosting algorithm for survival analysis via direct optimization of concordance index]] \\ +<​p><​a class="​urlextern"​ href="http://arxiv.org/​abs/​1305.0855" rel="​nofollow"​ title="​http:​//arxiv.org/abs/1305.0855">​Inference in Kingman&#​39;​s Coalescent with Particle Markov Chain Monte Carlo Method</​a><​br ​/> 
-Chen Y, Jia Z, Mercola D and Xie X\\ +Chen Y and Xie X<​br ​/
-//Comput Math Methods Med.//, 2013+<​em>​arXiv<​/em>, 2013</p>
  
-[[http://onlinelibrary.wiley.com/doi/10.1002/dvg.22719/abstract|Biallelic genome modification in F0 Xenopus tropicalis embryos using the CRISPR/Cas system]]\\ +<​p><​a class="​urlextern"​ href="http://www.biomedcentral.com/content/pdf/​1471-2105-14-S5-S4.pdf" rel="​nofollow"​ title="​http:/​/www.biomedcentral.com/​content/​pdf/​1471-2105-14-S5-S4.pdf">​Discovering and Mapping Chromatin States Using a Tree Hidden Markov Model</a><​br ​/> 
-Blitz I, Biesinger J, Xie X, and Cho K\\ +Biesinger J, Wang Y, and Xie X<br /> 
-//Genesis//, 2013.+<​em>​BMC Bioinformatics</​em>​ 201314(S5):S4, 2013<br /> 
 +<a class="​urlextern"​ href="​http:​//www.biomedcentral.com/content/supplementary/​1471-2105-14-s5-s4-s1.pdf" rel="​nofollow"​ title="​http://​www.biomedcentral.com/​content/​supplementary/​1471-2105-14-s5-s4-s1.pdf">​Supplemental Information</​a></​p>​
  
-[[http://rnajournal.cshlp.org/content/early/2013/10/22/rna.042317.113.abstract|Overlapping and distinct functions of CstF64 and CstF64t ​in mammalian mRNA 3′ processing]]\\ +<​p><​a class="​urlextern"​ href="http://www.biomedcentral.com/1471-2105/14/S5/S11" rel="​nofollow"​ title="​http:​//www.biomedcentral.com/​1471-2105/​14/​S5/​S11">​A mixture model for expression deconvolution from RNA-seq ​in heterogeneous tissues</​a><​br /> 
-Yao C, Choi E, Weng L, Xie X, Wan J, Xing Y, Moresco JJ, Tu PG, Yates JR, and Shi Y\\ +Li Y and Xie X<br /> 
-//RNA//, 2013+<​em>​BMC Bioinformatics<​/em> 2013, 14(Suppl 5):S11, 2013</p>
  
-[[http://arxiv.org/abs/1305.0855|Inference in Kingman'​s Coalescent with Particle Markov Chain Monte Carlo Method]] \\ +<​p><​a class="​urlextern"​ href="http://ieeexplore.ieee.org/stamp/stamp.jsp?​tp=&​amp;​arnumber=6544889"​ rel="​nofollow"​ title="​http://​ieeexplore.ieee.org/​stamp/​stamp.jsp?​tp=&​amp;​arnumber=6544889">​Efficient direct search on compressed genomic data</​a><​br /> 
-Chen Y and Xie X \\ +Yang X, Wang B, Li C, Wang J, and Xie X<br /> 
-//arXiv//, 2013+<​em>​IEEE International Conference on Data Engineering (ICDE)</em>, 2013</​p>​ 
 +</​div>​
  
-[[http://​www.biomedcentral.com/​content/​pdf/​1471-2105-14-S5-S4.pdf|Discovering and Mapping Chromatin States Using a Tree Hidden Markov Model]] \\ +<​h3>​2012<​/h3>
-Biesinger J, Wang Y, and Xie X \\ +
-//BMC Bioinformatics//​ 2013, 14(S5):S4, 2013 \\ +
-[[http://​www.biomedcentral.com/​content/​supplementary/​1471-2105-14-s5-s4-s1.pdf|Supplemental Information]]+
  
-[[http://www.biomedcentral.com/1471-2105/14/S5/S11|A mixture model for expression deconvolution from RNA-seq in heterogeneous tissues]] \\ +<div class="​level3">​ 
-Li Y and Xie X \\ +<​p><​a class="​urlextern"​ href="http://www.springerlink.com/content/4l2m27p3867xj584/" rel="​nofollow"​ title="​http:​//​www.springerlink.com/​content/​4l2m27p3867xj584/">​Learning sparse gradients ​for variable selection and dimension reduction</​a><​br /> 
-//BMC Bioinformatics//​ 201314(Suppl 5):S112013+Ye G and Xie X<​br ​/
 +Machine Learning Journal87(3):303-3552012<br /> 
 +<a class="​urlextern"​ href="​http://​www.ics.uci.edu/​~xhx/​publications/​SGL.pdf"​ rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​SGL.pdf">​Preprint</​a></​p>​
  
-[[http://ieeexplore.ieee.org/stamp/stamp.jsp?​tp=&​arnumber=6544889|Efficient direct search on compressed genomic data]] \\ +<​p><​a class="​urlextern"​ href="http://www.ncbi.nlm.nih.gov/pubmed/23112178"​ rel="​nofollow"​ title="​http://​www.ncbi.nlm.nih.gov/​pubmed/​23112178">​Transcriptome-wide analyses of CstF64-RNA interactions in global regulation of mRNA alternative polyadenylation</​a><​br /> 
-Yang X, Wang B, Li C, Wang J, and Xie X \\ +Yao C, Biesinger ​J,Wan J,Weng L, Busch A, Xing Y, Xie X, and Shi Y<​br ​/
-//IEEE International Conference on Data Engineering ​(ICDE)//2013 +PNAS, 109(46):18773-8, 2012</p>
-==== 2012 ====+
  
-[[http://www.springerlink.com/content/4l2m27p3867xj584/​|Learning sparse gradients for variable selection and dimension reduction]] \\ +<​p><​a class="​urlextern"​ href="http://www.ncbi.nlm.nih.gov/pubmed/22296850"​ rel="​nofollow"​ title="​http://www.ncbi.nlm.nih.gov/pubmed/22296850">​Genome-wide analysis of hepatic LRH-1 reveals a promoter binding preference and suggests a role in regulating genes of lipid metabolism in concert with FXR</a><br /> 
-Ye G and Xie X \\ +Kim Chong H, Biesinger J, Seo YK, Xie X, Osborne TF<br /> 
-Machine Learning Journal, 87(3):​303-355,​ 2012 \\ +BMC Genomics, 2012</​p>​
-[[http://www.ics.uci.edu/~xhx/publications/SGL.pdf|Preprint]]+
  
-[[http://​www.ncbi.nlm.nih.gov/​pubmed/​23112178|Transcriptome-wide analyses of CstF64-RNA interactions in global regulation of mRNA alternative polyadenylation]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ncbi.nlm.nih.gov/​pubmed/​22199254"​ rel="​nofollow"​ title="​http://​www.ncbi.nlm.nih.gov/​pubmed/​22199254">​Hobbes:​ optimized gram-based methods for efficient read alignment</​a><​br /> 
-Yao CBiesinger J,Wan J,Weng L, Busch A, Xing Y, Xie X, and Shi Y \\ +Ahmadi ABehm AHonnalli N, Li C, Weng L, and Xie X<br /> 
-PNAS109(46):18773-8, 2012+Nucleic Acids Research40(6):e41, 2012<br /> 
 +Software: <a class="​urlextern"​ href="​http://​hobbes.ics.uci.edu/"​ rel="​nofollow"​ title="​http://​hobbes.ics.uci.edu/">​Hobbes</​a></​p>​ 
 +</​div>​
  
-[[http://​www.ncbi.nlm.nih.gov/​pubmed/​22296850|Genome-wide analysis of hepatic LRH-1 reveals a promoter binding preference and suggests a role in regulating genes of lipid metabolism in concert with FXR]] \\ +<​h3>​2011<​/h3>
-Kim Chong H, Biesinger J, Seo YK, Xie X, Osborne TF \\ +
-BMC Genomics, 2012+
  
-[[http://www.ncbi.nlm.nih.gov/pubmed/22199254|Hobbes:​ optimized gram-based methods for efficient read alignment]] \\ +<div class="​level3">​ 
-Ahmadi ABehm AHonnalli N, Li C, Weng L, and Xie X  \\ +<​p><​a class="​urlextern"​ href="http://arxiv.org/​pdf/​1110.3076v1"​ rel="​nofollow"​ title="​http://​arxiv.org/​pdf/​1110.3076v1">​Efficient latent variable graphical model selection via split Bregman method</a><​br ​/> 
-Nucleic Acids Research, 40(6):e41 2012 \\ +Ye GWang YChen Y, and Xie X<br /> 
-Software: [[http://​hobbes.ics.uci.edu/|Hobbes]]+arXiv:1110.3076v12011</p>
  
-==== 2011 ====+<​p><​a class="​urlextern"​ href="​http://​www.ncbi.nlm.nih.gov/​pubmed/​22208852"​ rel="​nofollow"​ title="​http://​www.ncbi.nlm.nih.gov/​pubmed/​22208852">​MotifMap:​ integrative genome-wide maps of regulatory motif sites for model species. </​a><​br /> 
 +Daily K, Patel VR, Rigor P, Xie X, Baldi P.<br /> 
 +BMC Bioinformatics, ​2011</p>
  
-[[http://arxiv.org/pdf/1110.3076v1|Efficient latent variable graphical model selection via split Bregman method]] \\ +<​p><​a class="​urlextern"​ href="http://www.nature.com/nature/journal/​vaop/​ncurrent/​full/​nature10530.html" rel="​nofollow"​ title="​http://​www.nature.com/​nature/​journal/​vaop/​ncurrent/​full/​nature10530.html">​A high-resolution map of human evolutionary constraint using 29 mammals</​a><​br /> 
-Ye GWang YChen Yand Xie X \\ +Lindblad-TohBarberZukLin, et al.<br /> 
-arXiv:1110.3076v1, 2011+Nature, 2011</p>
  
-[[http://www.ncbi.nlm.nih.gov/pubmed/22208852|MotifMap:​ integrative ​genome-wide ​maps of regulatory motif sites for model species. ]] \\ +<​p><​a class="​urlextern"​ href="http://www.biomedcentral.com/​1471-2105/​12/​99"​ rel="​nofollow"​ title="​http://​www.biomedcentral.com/1471-2105/12/​99">​SNP-based pathway enrichment analysis for genome-wide ​association studies</​a><​br /> 
-Daily KPatel VRRigor P, Xie X, Baldi P. \\ +Weng LMacciardi FSubramanian AGuffanti G, Potkin SG, Yu Z, and Xie X<br /> 
-BMC Bioinformatics,​ 2011+BMC Bioinformatics,​ 2011<br /> 
 +Software: <a class="​urlextern"​ href="​http://​cbcl.ics.uci.edu/​SSEA/"​ rel="​nofollow"​ title="​http://​cbcl.ics.uci.edu/​SSEA/">​SNP Set Enrichment Analysis (SSEA)</​a></​p>​
  
-[[http://www.nature.com/nature/journal/vaop/ncurrent/full/​nature10530.html|A high-resolution map of human evolutionary constraint using 29 mammals]] \\ +<​p><​a class="​urlextern"​ href="http://www.cell.com/cell-metabolism/abstract/S1550-4131(11)00092-1"​ rel="​nofollow"​ title="​http:​//www.cell.com/​cell-metabolism/​abstract/​S1550-4131(11)00092-1">​Genome-wide Positioning ​of SREBP-2 in Hepatic Chromatin Predicts a Novel Role in Autophagy </​a><​br /> 
-Lindblad-TohBarberZukLinet al. \\ +Seo YJeon T Chong HBeisinger JXie X, and Osborne TF<br /> 
-Nature, 2011+<​em>​Cell Metabolism</​em>,​ 13:367-75, 2011<br /> 
 +<a class="​urlextern"​ href="​http://​www.sciencedaily.com/​releases/​2011/​04/​110405122330.htm"​ rel="​nofollow"​ title="​http://​www.sciencedaily.com/​releases/​2011/​04/​110405122330.htm">​Science Daily coverage</​a></​p>​
  
-[[http://www.biomedcentral.com/1471-2105/12/99|SNP-based pathway enrichment analysis for genome-wide association studies]] \\ +<​p><​a class="​urlextern"​ href="http://www.ics.uci.edu/~xhx/publications/arem_recomb.pdf"​ rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​arem_recomb.pdf">​AREM:​ aligning short reads from ChIP-sequencing by expectation maximization</​a><​br /> 
-Weng LMacciardi FSubramanian ​A, Guffanti G, Potkin SG, Yu Z, and Xie X \\ +Newkirk DBiesingerJ, Chon A, Yokomori K, and Xie X<br /> 
-BMC Bioinformatics, 2011  \\ +<em>J Comput Biol.</​em>​, 2011<br /> 
-Software: ​[[http://cbcl.ics.uci.edu/SSEA/|SNP Set Enrichment Analysis (SSEA)]]+Software: ​<a class="​urlextern"​ href="http://sourceforge.net/​projects/​arem"​ rel="​nofollow"​ title="​http://​sourceforge.net/​projects/​arem">​AREM<​/a></p>
  
-[[http://www.cell.com/cell-metabolism/abstract/S1550-4131(11)00092-1|Genome-wide Positioning of SREBP-2 in Hepatic Chromatin Predicts a Novel Role in Autophagy ]] \\ +<​p><​a class="​urlextern"​ href="http://jmlr.csail.mit.edu/proceedings/papers/v15/ye11a/ye11a.pdf"​ rel="​nofollow"​ title="​http://jmlr.csail.mit.edu/proceedings/papers/v15/ye11a/ye11a.pdf">​Efficient variable selection in support vector machines via the alternating direction method of multipliers </​a><​br /> 
-Seo Y, Jeon T , Chong H, Beisinger J, Xie X, and Osborne TF \\ +Ye G, Chen Y, and Xie X<br /> 
-//Cell Metabolism//,​ 13:367-75, 2011  \\ +AI &amp; STATS , 2011</​p>​ 
-[[http://www.sciencedaily.com/releases/2011/04/110405122330.htm|Science Daily coverage]]+</​div>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​arem_recomb.pdf|AREM:​ aligning short reads from ChIP-sequencing by expectation maximization]] \\ +<​h3>​2010<​/h3>
-Newkirk D, Biesinger, J, Chon A, Yokomori K, and Xie X \\ +
-//J Comput Biol.//, 2011 \\ +
-Software: [[http://​sourceforge.net/​projects/​arem|AREM]]+
  
-[[http://jmlr.csail.mit.edu/proceedings/papers/v15/ye11a/ye11a.pdf|Efficient variable selection in support vector machines via the alternating direction ​method ​of multipliers ]] \\ +<div class="​level3">​ 
-Ye G, Chen Y, and Xie X \\ +<​p><​a class="​urlextern"​ href="http://arxiv4.library.cornell.edu/abs/1012.0975"​ rel="​nofollow"​ title="​http:​//arxiv4.library.cornell.edu/abs/1012.0975">​Split Bregman ​method ​for sparse inverse covariance estimation with matrix iteration acceleration</​a><​br /> 
-AI & STATS 2011+Ye G, Cai J, and Xie X<br /> 
 +arXiv:​1012.0975v12010</​p>​
  
-==== 2010 ====+<​p><​a class="​urlextern"​ href="​http://​www.sciencedirect.com/​science?​_ob=ArticleURL&​amp;​_udi=B6V8V-51BBKR7-1&​amp;​_user=10&​amp;​_coverDate=10/​27/​2010&​amp;​_rdoc=1&​amp;​_fmt=high&​amp;​_orig=search&​amp;​_origin=search&​amp;​_sort=d&​amp;​_docanchor=&​amp;​view=c&​amp;​_acct=C000050221&​amp;​_version=1&​amp;​_urlVersion=0&​amp;​_userid=10&​amp;​md5=6ff4ea0404367278249b06c9a59f84fd&​amp;​searchtype=a"​ rel="​nofollow"​ title="​http://​www.sciencedirect.com/​science?​_ob=ArticleURL&​amp;​_udi=B6V8V-51BBKR7-1&​amp;​_user=10&​amp;​_coverDate=10/​27/​2010&​amp;​_rdoc=1&​amp;​_fmt=high&​amp;​_orig=search&​amp;​_origin=search&​amp;​_sort=d&​amp;​_docanchor=&​amp;​view=c&​amp;​_acct=C000050221&​amp;​_version=1&​amp;​_urlVersion=0&​amp;​_userid=10&​amp;​md5=6ff4ea0404367278249b06c9a59f84fd&​amp;​searchtype=a">​Split Bregman method for large scale fused Lasso</​a><​br /> 
 +Ye G-B and Xie X<br /> 
 +Computational Statistics and Data Analysis, doi:​10.1016/​j.csda.2010.10.021,​ 2010<br /> 
 +<a class="​urlextern"​ href="​http://​arxiv.org/​abs/​1006.5086"​ rel="​nofollow"​ title="​http://​arxiv.org/​abs/​1006.5086">​arXiv version</​a>​ <a class="​urlextern"​ href="​http://​www.biomedcentral.com/​1471-2105/​11/​514"​ rel="​nofollow"​ title="​http://​www.biomedcentral.com/​1471-2105/​11/​514">​Data Structures and Compression Algorithms for High-Throughput Sequencing Technologies</​a><​br /> 
 +Daily K, Rigor P, Christley S, Xie X and Baldi P<br /> 
 +<​em>​BMC Bioinformatics</​em>,​11:​514,​ 2010</​p>​
  
-[[http://arxiv4.library.cornell.edu/abs/1012.0975|Split Bregman method for sparse inverse covariance estimation with matrix iteration acceleration]] \\ +<​p><​a class="​urlextern"​ href="http://bioinformatics.oxfordjournals.org/cgi/content/​abstract/​btq414"​ rel="​nofollow"​ title="​http://​bioinformatics.oxfordjournals.org/​cgi/​content/​abstract/​btq414">​Interactive and fuzzy search: a dynamic way to explore MEDLINE </​a><​br /> 
-Ye G, Cai J, and Xie X \\ +Wang J, Cetindil I, Ji S, Li C, Xie X, Li G and Feng J<br /> 
-arXiv:1012.0975v1, 2010+<​em>​Bioinformatics</​em>,​ 26(18):2321-2327, 2010<br /> 
 +<a class="​urlextern"​ href="​http://​ipubmed.ics.uci.edu/"​ rel="​nofollow"​ title="​http://​ipubmed.ics.uci.edu/">​iPubMed Search</​a></​p>​
  
-[[http://www.sciencedirect.com/science?​_ob=ArticleURL&​_udi=B6V8V-51BBKR7-1&​_user=10&​_coverDate=10/27/​2010&​_rdoc=1&_fmt=high&​_orig=search&​_origin=search&​_sort=d&​_docanchor=&​view=c&​_acct=C000050221&​_version=1&​_urlVersion=0&​_userid=10&​md5=6ff4ea0404367278249b06c9a59f84fd&​searchtype=a|Split Bregman method for large scale fused Lasso]] \\ +<​p><​a class="​urlextern"​ href="http://arxiv.org/abs/1006.5060"​ rel="​nofollow"​ title="http://​arxiv.org/​abs/​1006.5060">​Variable selection and dimension reduction via sparse gradients<​/a><​br ​/
-Ye G-B and Xie X \\ +Ye G-and Xie X<br /> 
-Computational Statistics and Data Analysis, doi:​10.1016/​j.csda.2010.10.021,​ 2010  \\ +arXiv:1006.5060v2, 2010</p>
-[[http://​arxiv.org/​abs/​1006.5086|arXiv version]] [[http://www.biomedcentral.com/​1471-2105/​11/​514|Data Structures ​and Compression Algorithms for High-Throughput Sequencing Technologies]] \\ +
-Daily K, Rigor P, Christley S, Xie X and Baldi P  \\ +
-//BMC Bioinformatics//,​11:514, 2010+
  
-[[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/btq414|Interactive and fuzzy search: a dynamic way to explore MEDLINE ]] \\ +<​p><​a class="​urlextern"​ href="http://nl.sitestat.com/elsevier/elsevier-com/s?​sciencedirect&​amp;​ns_type=clickout&​amp;​ns_url=http:​//​www.sciencedirect.com/​science?​_ob=GatewayURL&​amp;​_origin=IRSSCONTENT&​amp;​_method=citationSearch&​amp;​_piikey=S1053811910008803&​amp;​_version=1&​amp;​md5=09cea6babd4cf018d170933615df4755"​ rel="​nofollow"​ title="​http://​nl.sitestat.com/​elsevier/​elsevier-com/​s?​sciencedirect&​amp;​ns_type=clickout&​amp;​ns_url=http://​www.sciencedirect.com/​science?​_ob=GatewayURL&​amp;​_origin=IRSSCONTENT&​amp;​_method=citationSearch&​amp;​_piikey=S1053811910008803&​amp;​_version=1&​amp;​md5=09cea6babd4cf018d170933615df4755">​Identifying gene regulatory networks in Schizophrenia</​a><br /> 
-Wang JCetindil IJi SLi C, Xie X, Li G and Feng J \\ +Potkin SG, Macciardi F, Guffanti G, Wang QTurner JALakatos AMiles MF, Lander A, Vawter MP, Xie X<br /> 
-//​Bioinformatics//,​ 26(18):2321-2327, 2010  \\ +<​em>​NeuroImage<​/em> 53:839-847, 2010</p>
-[[http://​ipubmed.ics.uci.edu/|iPubMed Search]]+
  
-[[http://arxiv.org/abs/1006.5060|Variable selection and dimension reduction via sparse gradients]] \\ +<​p><​a class="​urlextern"​ href="http://www.biomedcentral.com/1752-0509/4/99" rel="​nofollow"​ title="​http://​www.biomedcentral.com/​1752-0509/​4/​99">​Parameter inference for discretely observed stochastic kinetic models using stochastic gradient descent</​a><​br /> 
-Ye G-and Xie X \\ +Wang Y, Christley S, Mjolsness E, and Xie X<br /> 
-arXiv:1006.5060v2, 2010+<​em>​BMC Systems Biology</​em>,​ 4:99 doi:10.1186/​1752-0509-4-99, 2010</p>
  
-[[http://nl.sitestat.com/elsevier/elsevier-com/s?​sciencedirect&​ns_type=clickout&​ns_url=http://​www.sciencedirect.com/science?​_ob=GatewayURL&​_origin=IRSSCONTENT&​_method=citationSearch&​_piikey=S1053811910008803&​_version=1&​md5=09cea6babd4cf018d170933615df4755|Identifying gene regulatory networks in Schizophrenia]] \\ +<​p><​a class="​urlextern"​ href="http://www.springerlink.com/content/428v02087m218878/fulltext.pdf"​ rel="​nofollow"​ title="http://www.springerlink.com/content/​428v02087m218878/​fulltext.pdf">​Site-frequency Spectrum of Linked Sites</​a><​br /> 
-Potkin SG, Macciardi F, Guffanti G, Wang Q, Turner JA, Lakatos A, Miles MF, Lander A, Vawter MP, Xie X \\ +Xie X<br /> 
-//​NeuroImage//​ 53:839-847, 2010+<​em>​Bulletin of Mathematical Biology</em>, DOI10.1007/​s11538-010-9534-3, 2010</p>
  
-[[http://www.biomedcentral.com/1752-0509/4/99|Parameter inference for discretely observed stochastic kinetic models using stochastic gradient descent]] \\ +<​p><​a class="​urlextern"​ href="http://nar.oxfordjournals.org/cgi/​content/​abstract/​gkq397"​ rel="​nofollow"​ title="​http://​nar.oxfordjournals.org/​cgi/​content/​abstract/​gkq397">​Genome-Wide Interrogation of Hepatic FXR Reveals an Asymmetric IR-1 Motif and Synergy with LRH-1</a><​br ​/> 
-Wang Y, Christley SMjolsness Eand Xie X \\ +Chong H, Infante A, Seo Y, Jeon TAhang Y, Edwards P, Xie X, and Osborne TF<​br ​/
-//BMC Systems Biology//, 4:99 doi:10.1186/1752-0509-4-99, 2010+Nucleic Acids Research, doi:10.1093/nar/gkq397, 2010<br /> 
 +<a class="​urlextern"​ href="​http://​cbcl.ics.uci.edu/​public_data/​FXR/"​ rel="​nofollow"​ title="​http://​cbcl.ics.uci.edu/​public_data/​FXR/">​Online Supplementary Materials</​a></​p>​
  
-[[http://www.springerlink.com/content/428v02087m218878/fulltext.pdf|Site-frequency Spectrum ​of Linked Sites]] \\ +<​p><​a class="​urlextern"​ href="http://www.biomedcentral.com/1471-2164/11/208/​abstract"​ rel="​nofollow"​ title="​http://​www.biomedcentral.com/​1471-2164/​11/​208/​abstract">​Systematic discovery ​of regulatory motifs in Fusarium graminearum by comparing four Fusarium genomes</​a><​br /> 
-Xie X   \\ +Kumar L, Breakspear A, Kistler HC, Ma L-J, and Xie X<br /> 
-//Bulletin of Mathematical Biology//, DOI10.1007/s11538-010-9534-3,​ 2010+<​em>​BMC Genomics<​/em> 11:208, 2010<​br ​/
 +<a class="​urlextern"​ href="​http:​//www.broadinstitute.org/​annotation/​genome/​fusarium_group/​SupplementalMaterials.html"​ rel="​nofollow"​ title="​http://​www.broadinstitute.org/annotation/​genome/​fusarium_group/​SupplementalMaterials.html">​Supplementary Information</​a><​br /> 
 +<a class="​urlextern"​ href="​http://​www.broadinstitute.org/​annotation/​genome/​fusarium_group/​MultiHome.html"​ rel="​nofollow"​ title="​http://​www.broadinstitute.org/​annotation/​genome/​fusarium_group/​MultiHome.html">​Fusarium Comparative Database</​a></​p>​
  
-[[http://nar.oxfordjournals.org/cgi/content/abstract/gkq397|Genome-Wide Interrogation of Hepatic FXR Reveals an Asymmetric IR-1 Motif and Synergy with LRH-1]] \\ +<​p><​a class="​urlextern"​ href="http://www.nature.com/nature/journal/v464/n7287/​abs/​nature08850.html"​ rel="​nofollow"​ title="​http://​www.nature.com/​nature/​journal/​v464/​n7287/​abs/​nature08850.html">​Comparative genomics reveals mobile pathogenicity chromosomes in Fusarium oxysporum</​a><​br /> 
-Chong H, Infante A, Seo Y, Jeon TAhang Y, Edwards P, Xie X, and Osborne TF \\ +Ma L-Jet al.<br /> 
-Nucleic Acids Researchdoi:10.1093/nar/gkq397, 2010 \\ +<​em>​Nature</​em>​ 464:367-3732010<br /> 
-[[http://cbcl.ics.uci.edu/public_data/FXR/|Online Supplementary Materials]]+<a class="​urlextern"​ href="​http://www.broadinstitute.org/news/1439" rel="​nofollow"​ title="​http://​www.broadinstitute.org/​news/​1439">​The chromosomal secrets of a plant pathogen</​a><​br /> 
 +<a class="​urlextern"​ href="http://www.genomeweb.com//​node/​936293?​hq_e=el&​amp;​hq_m=655129&​amp;​hq_l=3&​amp;​hq_v=dfec329446"​ rel="​nofollow"​ title="​http://​www.genomeweb.com//node/​936293?​hq_e=el&​amp;​hq_m=655129&​amp;​hq_l=3&​amp;​hq_v=dfec329446">​Comparative genomics reveals horizontal gene transfer in pathogenic fungus</​a><​br /> 
 +<a class="​urlextern"​ href="​http://​www.broadinstitute.org/​annotation/​genome/​fusarium_group/​MultiHome.html"​ rel="​nofollow"​ title="​http://​www.broadinstitute.org/​annotation/​genome/​fusarium_group/​MultiHome.html">​Fusarium Comparative Database</​a></​p>​ 
 +</div>
  
-[[http://​www.biomedcentral.com/​1471-2164/​11/​208/​abstract|Systematic discovery of regulatory motifs in Fusarium graminearum by comparing four Fusarium genomes]] \\ +<​h3>​2009<​/h3>
-Kumar L, Breakspear A, Kistler HC, Ma L-J, and Xie X  \\ +
-//BMC Genomics// 11:208, 2010 \\ +
-[[http://​www.broadinstitute.org/​annotation/​genome/​fusarium_group/​SupplementalMaterials.html|Supplementary Information]] \\ +
-[[http://​www.broadinstitute.org/​annotation/​genome/​fusarium_group/​MultiHome.html|Fusarium Comparative Database]]+
  
-[[http://www.nature.com/nature/journal/​v464/​n7287/​abs/​nature08850.html|Comparative genomics reveals mobile pathogenicity chromosomes in Fusarium oxysporum]] \\ +<div class="​level3">​ 
-Ma L-J, et al \\ +<​p><​a class="​urlextern"​ href="http://www.ics.uci.edu/~xhx/​publications/journal.pone.0006799.pdf"​ rel="​nofollow"​ title="​http://www.ics.uci.edu/~xhx/publications/journal.pone.0006799.pdf">​Incorporating existing network information into gene network inference<​/a><​br ​/
-//Nature// 464:​367-373,​ 2010 \\ +Christley S, Nie Q and Xie X<​br ​/> 
-[[http://www.broadinstitute.org/news/1439|The chromosomal secrets of a plant pathogen]] \\ +<​em>​PLoS ONE</​em>​ 4(8): e6799. doi:10.1371/journal.pone.0006799 (2009)</p>
-[[http://www.genomeweb.com//node/936293?​hq_e=el&​hq_m=655129&​hq_l=3&​hq_v=dfec329446|Comparative genomics reveals horizontal gene transfer in pathogenic fungus]] \\ +
-[[http://www.broadinstitute.org/annotation/​genome/​fusarium_group/​MultiHome.html|Fusarium Comparative Database]]+
  
-==== 2009 ====+<​p><​a class="​urlextern"​ href="​http://​www.pnas.org/​content/​early/​2009/​08/​03/​0904246106.abstract"​ rel="​nofollow"​ title="​http://​www.pnas.org/​content/​early/​2009/​08/​03/​0904246106.abstract">​Genome-wide analysis of SREBP-1 binding in mouse liver chromatin reveals a preference for promoter proximal binding to a new motif</​a><​br /> 
 +Seo YK, Chong HK, Infante AM, Im S, Xie X, and Osborne TF<br /> 
 +<​em>​Proc Natl Acad Sci USA</​em>​ doi:​10.1073/​pnas.0904246106 (2009)</​p>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​journal.pone.0006799.pdf|Incorporating existing network information into gene network inference]] \\ +<​p><​a class="​urlextern"​ href="​http://​bioinformatics.oxfordjournals.org/​cgi/​content/​abstract/​25/​12/​i54"​ rel="​nofollow"​ title="​http://​bioinformatics.oxfordjournals.org/​cgi/​content/​abstract/​25/​12/​i54">​Identifying novel constrained elements by exploiting biased substitution patterns</​a><​br /> 
-Christley S, Nie Q and Xie X \\ +Garber M, Guttman1 M, Clamp M, Zody MG, Friedman N, and Xie X<br /> 
-//PLoS ONE// 4(8)e6799doi:10.1371/journal.pone.0006799 ​(2009)+<​em>​Bioinformatics</​em>​25:​i54-i62 (2009)<​br /> 
 +<a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​siphy_suppinfo.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/~xhx/publications/siphy_suppinfo.pdf">​Supplementary Methods</a><br /> 
 +<a class="​urlextern"​ href="​http://www.broadinstitute.org/genome_bio/​siphy/"​ rel="​nofollow"​ title="​http://​www.broadinstitute.org/​genome_bio/​siphy/">​SiPhy ​(SIte-specific PHYlogenetic analysisJava software package</​a></​p>​
  
-[[http://​www.pnas.org/​content/​early/​2009/​08/03/0904246106.abstract|Genome-wide analysis ​of SREBP-1 binding ​in mouse liver chromatin reveals ​preference for promoter proximal binding to a new motif]] \\ +<​p><​a class="​urlextern"​ href="http://​www.pnas.org/​content/​early/​2009/​02/11/0813264106.abstract" rel="​nofollow"​ title="​http://​www.pnas.org/​content/​early/​2009/​02/​11/​0813264106.abstract">​Comparative genomics allows the discovery ​of cis-regulatory elements ​in mosquitoes</​a><br /> 
-Seo YKChong HK, Infante AM, Im S, Xie X, and Osborne TF \\ +Sieglaff DHDunn WA, Xie X, Megy K, Marinotti O, and James AA<br /> 
-//Proc Natl Acad Sci USA/doi:​10.1073/​pnas.0904246106 ​(2009)+<em>Proc Natl Acad Sci USA</em> ​doi:​10.1073/​pnas.0813264106 ​(2009)</p>
  
-[[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/25/12/i54|Identifying novel constrained elements by exploiting biased substitution patterns]] \\ +<​p><​a class="​urlextern"​ href="http://genome.cshlp.org/content/​19/​4/​567.long"​ rel="​nofollow"​ title="​http://​genome.cshlp.org/content/19/4/​567.long">​Common polymorphic transcript variation in human disease</a><​br ​/> 
-Garber M, Guttman1 M, Clamp M, Zody MG, Friedman N, and Xie X \\ +Fraser H and Xie X<br /> 
-//​Bioinformatics//​25:i54-i62 ​(2009) ​ \\ +<​em>​Genome Research<​/em> doi:10.1101/​gr.083477.108 ​(2009)<br /> 
-[[http://​www.ics.uci.edu/​~xhx/​publications/​siphy_suppinfo.pdf|Supplementary Methods]] \\ +<a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​PTV_GR2009.pdf" rel="​nofollow"​ title="​http://www.ics.uci.edu/~xhx/publications/PTV_GR2009.pdf">​PDF</​a></​p>​
-[[http://www.broadinstitute.org/genome_bio/siphy/|SiPhy (SIte-specific PHYlogenetic analysis) Java software package]]+
  
-[[http://www.pnas.org/​content/​early/2009/02/11/0813264106.abstract|Comparative genomics allows the discovery of cis-regulatory ​elements in mosquitoes]] \\ +<​p><​a class="​urlextern"​ href="http://bioinformatics.oxfordjournals.org/cgi/content/abstract/25/2/167" rel="​nofollow"​ title="​http:​//​bioinformatics.oxfordjournals.org/​cgi/​content/​abstract/​25/​2/​167">​MotifMap:​ a human genome-wide map of candidate ​regulatory ​motif sites </​a><​br /> 
-Sieglaff DH, Dunn WA, Xie X, Megy K, Marinotti O, and James AA  \\ +Xie X, Rigor P, and Baldi P<br /> 
-//Proc Natl Acad Sci USA// doi:10.1073/pnas.0813264106 (2009)+<​em>​Bioinformatics<​/em> 25: 167-174 (2009)<​br ​/
 +<a class="​urlextern"​ href="​http:​//www.ics.uci.edu/​~xhx/​publications/​MotifMap_Supp_Info.pdf"​ rel="​nofollow"​ title="​http://​www.ics.uci.edu/~xhx/​publications/​MotifMap_Supp_Info.pdf">​Supplementary Methods</​a><​br /> 
 +<a class="​urlextern"​ href="​http://​motifmap.ics.uci.edu/"​ rel="​nofollow"​ title="​http://​motifmap.ics.uci.edu/">​MotifMap Server</​a></​p>​
  
-[[http://genome.cshlp.org/​content/​19/4/567.long|Common polymorphic transcript variation in human disease]] \\ +<​p><​a class="​urlextern"​ href="http://bioinformatics.oxfordjournals.org/cgi/content/abstract/25/2/274" rel="​nofollow"​ title="​http://​bioinformatics.oxfordjournals.org/​cgi/​content/​abstract/​25/​2/​274">​Human genomes as email attachments </​a><​br /> 
-Fraser H and Xie X  \\ +Christley S, Lu Y, Li C, and Xie X<br /> 
-//Genome Research// doi:10.1101/gr.083477.108 (2009) \\ +<​em>​Bioinformatics </em> 25: 274-275 (2009)<​br ​/
-[[http://​www.ics.uci.edu/​~xhx/​publications/​PTV_GR2009.pdf|PDF]]+<a class="​urlextern"​ href="​http:​//www.ics.uci.edu/~xhx/​project/​DNAzip"​ rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​project/​DNAzip">​DNAzip:​ DNA sequence compression using a reference genome</​a><​br /> 
 +<a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​DNAzip.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​DNAzip.pdf">​PDF</​a><​br /> 
 +<a class="​urlextern"​ href="​http://​www.genomeweb.com/​informatics/​jim-watsonâ��s-genome-e-mail-uc-irvine-team-develops-method-compress-genomic-data"​ rel="​nofollow"​ title="​http://​www.genomeweb.com/​informatics/​jim-watsonâ��s-genome-e-mail-uc-irvine-team-develops-method-compress-genomic-data">​News featured in genomeweb</​a><​br /> 
 +<a class="​urlextern"​ href="​http://​www.bio-itworld.com/​news/​2009/​01/​30/​Email-compression-genome.html"​ rel="​nofollow"​ title="​http://​www.bio-itworld.com/​news/​2009/​01/​30/​Email-compression-genome.html">​News featured in bio-itworld</​a><​br /> 
 +<a class="​urlextern"​ href="​http://​www.amia.org/​content/​2009-summit-translational-bioinformatics-closing-session"​ rel="​nofollow"​ title="​http://​www.amia.org/​content/​2009-summit-translational-bioinformatics-closing-session">​One of the 20 most important papers in Translational Bioinformatics in </​a><​a class="​urlextern"​ href="​http://​www.amia.org/​content/​2009-summit-translational-bioinformatics-closing-session"​ rel="​nofollow"​ title="​http://​www.amia.org/​content/​2009-summit-translational-bioinformatics-closing-session">​2009</​a>​as reviewed by Russ Altman of Stanford</​p>​ 
 +</​div>​
  
-[[http://​bioinformatics.oxfordjournals.org/​cgi/​content/​abstract/​25/​2/​167|MotifMap:​ a human genome-wide map of candidate regulatory motif sites ]] \\ +<​h3>​2008<​/h3>
-Xie X, Rigor P, and Baldi P  \\ +
-//​Bioinformatics//​ 25: 167-174 (2009) \\ +
-[[http://​www.ics.uci.edu/​~xhx/​publications/​MotifMap_Supp_Info.pdf|Supplementary Methods]] \\ +
-[[http://​motifmap.ics.uci.edu/​|MotifMap Server]]+
  
-[[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/25/2/274|Human genomes as email attachments ]] \\ +<div class="​level3">​ 
-Christley SLu YLi C, and Xie X  \\ +<​p><​a class="​urlextern"​ href="http://www.ics.uci.edu/~xhx/publications/wu_motif_2008.pdf"​ rel="​nofollow"​ title="​http:​//www.ics.uci.edu/​~xhx/​publications/​wu_motif_2008.pdf">​Discovering regulatory motifs in the Plasmodium genome using comparative genomics </​a><​br ​/> 
-//​Bioinformatics // 25274-275 (2009\\ +Wu JSieglaff DHGervin J, and Xie X<​br ​/
-[[http://​www.ics.uci.edu/​~xhx/​project/​DNAzip|DNAzip:​ DNA sequence compression using a reference genome]] \\ +<em>Bioinformatics ​</em> 24:1843-(2008)<br /> 
-[[http://​www.ics.uci.edu/​~xhx/​publications/DNAzip.pdf|PDF]] \\ +<a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​project/​mdos/" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​project/mdos/">​MDOS software<​/a>: A method for Motif Discovery using Orthologous Sequences (alignment independent).<​br ​/> 
-[[http://www.genomeweb.com/informatics/​jim-watsonâ��s-genome-e-mail-uc-irvine-team-develops-method-compress-genomic-data|News featured in genomeweb]] \\ +<a class="​urlextern"​ href="http://www.ics.uci.edu/~xhx/publications/wu_motif_2008_suppinfo.pdf" rel="​nofollow"​ title="​http://www.ics.uci.edu/~xhx/publications/​wu_motif_2008_suppinfo.pdf">​Supplementary Information on the MDOS algorithm</​a></​p>​
-[[http://www.bio-itworld.com/news/2009/01/​30/​Email-compression-genome.html|News featured in bio-itworld]] \\ +
-[[http://www.amia.org/content/2009-summit-translational-bioinformatics-closing-session|One of the 20 most important papers in Translational Bioinformatics in 2009]]as reviewed by Russ Altman of Stanford+
  
-==== 2008 ====+<​p><​a class="​urlextern"​ href="​http://​www.pubmedcentral.nih.gov/​picrender.fcgi?​artid=2567431&​amp;​blobtype=pdf" rel="​nofollow"​ title="​http://​www.pubmedcentral.nih.gov/​picrender.fcgi?​artid=2567431&​amp;​blobtype=pdf">​Genomewide analysis of PRC1 and PRC2 occupancy identifies two classes of bivalent domains </​a><​br /> 
 +Ku M, Koche RP, Rheinbay E, Mendenhall EM, Endoh M, Mikkelsen TS, Presser A, Nusbaum C, Xie X, Chi AS, Adli M, Kasif S, Ptaszek LM, Cowan CA, Lander ES, Koseki H, Bernstein BE<br /> 
 +<​em>​PLoS </​em><​em>​Genetics</​em>​4(10):​e1000242 (2008)</​p>​ 
 +</​div>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​wu_motif_2008.pdf|Discovering regulatory motifs in the Plasmodium genome using comparative genomics ]] \\ +<​h3>​2007<​/h3>
-Wu J, Sieglaff DH, Gervin J, and Xie X  \\ +
-//​Bioinformatics // 24:1843-9 (2008) \\ +
-[[http://​www.ics.uci.edu/​~xhx/​project/​mdos/​|MDOS software]]: A method for Motif Discovery using Orthologous Sequences (alignment independent). \\ +
-[[http://​www.ics.uci.edu/​~xhx/​publications/​wu_motif_2008_suppinfo.pdf|Supplementary Information on the MDOS algorithm]]+
  
-[[http://www.pubmedcentral.nih.gov/picrender.fcgi?​artid=2567431&​blobtype=pdf|Genomewide analysis of PRC1 and PRC2 occupancy identifies two classes of bivalent domains ]] \\ +<div class="​level3">​ 
-Ku M, Koche RPRheinbay E, Mendenhall EM, Endoh M, Mikkelsen TS, Presser A, Nusbaum C, Xie X, Chi ASAdli M, Kasif S, Ptaszek LM, Cowan CA, Lander ES, Koseki H, Bernstein BE  \\ +<​p><​a class="​urlextern"​ href="http://www.pnas.org/content/​104/​49/​19428"​ rel="​nofollow"​ title="​http://​www.pnas.org/​content/​104/​49/​19428">​Distinguishing protein-coding ​and noncoding genes in the human genome </​a><​br /> 
-//PLoS Genetics//4(10):e1000242 ​(2008) +Clamp M, Fry BKamal M, Xie X, Cuff J, Lin MFKellis ​M, Lindblad-Toh Kand Lander ES.<br /> 
-==== 2007 ====+<​em>​Proc Natl Acad Sci </em><​em>​USA<​/em>104(49):19428-33 ​(2007)</p>
  
-[[http://www.pnas.org/content/104/49/19428|Distinguishing protein-coding ​and noncoding genes in the human genome ]] \\ +<​p><​a class="​urlextern"​ href="http://www.nature.com/nature/journal/v449/n7164/​abs/​nature06250.html"​ rel="​nofollow"​ title="​http://​www.nature.com/​nature/​journal/​v449/​n7164/​abs/​nature06250.html">​Genome-wide detection ​and characterization of positive selection ​in human populations </​a><​br /> 
-Clamp M, Fry B, Kamal M, Xie X, Cuff JLin MFKellis MLindblad-Toh Kand Lander ES. \\ +Sabeti PC, Varilly P, Fry B, Lohmueller J, Hostetter E, Cotsapas C, Xie X, Byrne EHMcCarroll SAGaudet RSchaffner SF, Lander ES and International HapMap Consortium<​br /> 
-//Proc Natl Acad Sci USA//​104(49):19428-33 (2007)+<​em>​Nature<​/em>449:913-918 (2007)</p>
  
-[[http://​www.nature.com/​nature/​journal/​v449/n7164/abs/nature06250.html|Genome-wide detection and characterization ​of positive selection ​in human populations ]] \\ +<​p><​a class="​urlextern"​ href="http://​www.nature.com/​nature/​journal/​v448/n7153/abs/nature06008.html" rel="​nofollow"​ title="​http://​www.nature.com/​nature/​journal/​v448/​n7153/​abs/​nature06008.html">​Geome-wide maps of chromatin state in pluripotent and lineage-committed cells </​a><​br /> 
-Sabeti PCVarilly PFry B, Lohmueller JHostetter ​E, Cotsapas ​C, Xie X, Byrne EHMcCarroll SAGaudet ​R, Schaffner SF, Lander ES and International HapMap Consortium ​ \\ +Mikkelsen TSKu M, Jaffe DBIssac B, Lieberman EGiannoukos G, Alvarez P, Brockman W, Kim TK, Koche RP, Lee W, Mendenhall ​E, O&#​39;​Donovan A, Presser A, Russ C, Xie X, Meissner AWernig MJaenisch ​R, Nusbaum C, Lander ES, Bernstein BE.<​br ​/
-//Nature//449:913-918 (2007)+<em>Nature</em> 448:553-60 (2007)</p>
  
-[[http://www.nature.com/nature/journal/v448/n7153/abs/nature06008.html|Geome-wide maps of chromatin state in pluripotent and lineage-committed cells ]] \\ +<​p><​a class="​urlextern"​ href="http://www.ics.uci.edu/~xhx/publications/insulators_pnas06.pdf"​ rel="​nofollow"​ title="​http://​www.ics.uci.edu/~xhx/publications/insulators_pnas06.pdf">​Systematic discovery ​of regulatory motifs ​in conserved regions of the human genome, including thousands of CTCF insulator sites </​a><​br /> 
-Mikkelsen TS, Ku M, Jaffe DB, Issac B, Lieberman E, Giannoukos G, Alvarez P, Brockman W, Kim TK, Koche RP, Lee W, Mendenhall E, O'​Donovan ​A, Presser ARuss C, Xie X, Meissner A, Wernig ​M, Jaenisch R, Nusbaum C, Lander ES, Bernstein BE\\ +Xie X, Mikkelsen TS, Gnirke ​A, Lindblad-Toh KKellis ​and Lander ES.<br /> 
-//Nature// 448:553-60 (2007)+<​em>​Proc Natl Acad Sci </em><​em>​USA<​/em>104:7145-7150 (2007)<br /> 
 +<a class="​urlextern"​ href="​http://​www.broad.mit.edu/​personal/​xhx/​projects/​CNEMOTIF/"​ rel="​nofollow"​ title="​http://​www.broad.mit.edu/​personal/​xhx/​projects/​CNEMOTIF/">​Supplementary website</​a>​ <a class="​urlextern"​ href="​http://​www.pnas.org/​cgi/​content/​full/​0701811104/​DC1"​ rel="​nofollow"​ title="​http://​www.pnas.org/​cgi/​content/​full/​0701811104/​DC1">​Supporting Information</​a>​ <a class="​urlextern"​ href="​http://​www.broad.mit.edu/​cgi-bin/​news/​display_news.cgi?​id=3042"​ rel="​nofollow"​ title="​http://​www.broad.mit.edu/​cgi-bin/​news/​display_news.cgi?​id=3042">​News story</​a></​p>​
  
-[[http://www.ics.uci.edu/~xhx/publications/insulators_pnas06.pdf|Systematic discovery of regulatory motifs in conserved regions of the human genome, including thousands of CTCF insulator sites ]] \\ +<​p><​a class="​urlextern"​ href="http://www.nature.com/nature/journal/v447/n7141/pdf/nature05805.pdf"​ rel="​nofollow"​ title="​http://www.nature.com/nature/journal/v447/n7141/pdf/nature05805.pdf">​Genome of the marsupial Monodelphis domestica reveals innovation in non-coding sequences </a><​br ​/
-Xie X, Mikkelsen TS, Gnirke A, Lindblad-Toh K, Kellis M and Lander ES. \\ +Mikkelsen TS, Wakefield MJ, et al.<​br ​/
-//Proc Natl Acad Sci USA//​104:​7145-7150 (2007) ​ \\ +<​em>​Nature<​/em> 447:167-177 (2007)</p>
-[[http://www.broad.mit.edu/personal/xhx/projects/CNEMOTIF/|Supplementary website]] [[http://www.pnas.org/cgi/content/full/0701811104/​DC1|Supporting Information]] [[http://​www.broad.mit.edu/​cgi-bin/news/​display_news.cgi?​id=3042|News story]]+
  
-[[http://www.nature.com/nature/journal/v447/n7141/pdf/nature05805.pdf|Genome ​of the marsupial Monodelphis domestica reveals innovation in non-coding sequences ]] \\ +<​p><​a class="​urlextern"​ href="http://www.ics.uci.edu/~xhx/publications/Xie_AMCNE.pdf"​ rel="​nofollow"​ title="​http:​//www.ics.uci.edu/​~xhx/​publications/Xie_AMCNE.pdf">A family ​of conserved noncoding elements derived from an ancient transposable element</​a><​br /> 
-Mikkelsen TSWakefield MJet al \\ +Xie XKamal Mand Lander ES.<br /> 
-//Nature// 447:167-177 (2007)+<​em>​Proc Natl Acad Sci </em><​em>​USA<​/em>103:11659-11664 (2006)<br /> 
 +<a class="​urlextern"​ href="​http://​www.broad.mit.edu/​seq/​pubs/​xie_pnas2006/"​ rel="​nofollow"​ title="​http://​www.broad.mit.edu/​seq/​pubs/​xie_pnas2006/">​Supplementary website</​a>​ <a class="​urlextern"​ href="​http://​www.pnas.org/​cgi/​content/​full/​0604768103/​DC1"​ rel="​nofollow"​ title="​http://​www.pnas.org/​cgi/​content/​full/​0604768103/​DC1">​Supporting Information</​a>​ <a class="​urlextern"​ href="​http://​www.broad.mit.edu/​cgi-bin/​news/​display_news.cgi?​id=1881"​ rel="​nofollow"​ title="​http://​www.broad.mit.edu/​cgi-bin/​news/​display_news.cgi?​id=1881">​News story</​a></​p>​ 
 +</​div>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​Xie_AMCNE.pdf|A family of conserved noncoding elements derived from an ancient transposable element]] \\ +<h3>2006 or before</h3>
-Xie X, Kamal M, and Lander ES. \\ +
-//Proc Natl Acad Sci USA//​103:​11659-11664 (2006)  \\ +
-[[http://​www.broad.mit.edu/​seq/​pubs/​xie_pnas2006/​|Supplementary website]] [[http://​www.pnas.org/​cgi/​content/​full/​0604768103/​DC1|Supporting Information]] [[http://​www.broad.mit.edu/​cgi-bin/​news/display_news.cgi?​id=1881|News story]]+
  
-==== 2006 or before ​====+<div class="​level3">​ 
 +<​p><​a class="​urlextern"​ href="​http://​www.ics.uci.edu/​~xhx/​publications/​mer121.PNAS2006.pdf"​ rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​mer121.PNAS2006.pdf">​A large family of ancient repeat elements in the human genome is under strong selection</​a><​br /> 
 +Kamal M, Xie X, and Lander ES.<br /> 
 +<​em>​Proc Natl Acad Sci </​em><​em>​USA</​em>​103:​2740-2745 (2006)<br /> 
 +<a class="​urlextern"​ href="​http://​www.broad.mit.edu/​seq/​pubs/​xie_pnas2006/​html/​clusteredAMCNE/​AMCNE1.similarAMCNE.html"​ rel="​nofollow"​ title="​http://​www.broad.mit.edu/​seq/​pubs/​xie_pnas2006/​html/​clusteredAMCNE/​AMCNE1.similarAMCNE.html">​Supplementary website</​a>​ <a class="​urlextern"​ href="​http://​www.pnas.org/​cgi/​content/​full/​0511238103/​DC1"​ rel="​nofollow"​ title="​http://​www.pnas.org/​cgi/​content/​full/​0511238103/​DC1">​Supporting Information</​a><​br /> 
 +<a class="​urlextern"​ href="​http://​www.broad.mit.edu/​cgi-bin/​news/​display_news.cgi?​id=381" rel="​nofollow"​ title="​http://​www.broad.mit.edu/​cgi-bin/​news/​display_news.cgi?​id=381">​News story</​a></​p>​
  
-[[http://www.ics.uci.edu/~xhx/publications/mer121.PNAS2006.pdf|A large family of ancient repeat elements in the human genome is under strong selection]] \\ +<​p><​a class="​urlextern"​ href="http://download.cell.com/pdfs/0092-8674/PIIS0092867406003801.pdf" rel="​nofollow"​ title="​http://download.cell.com/pdfs/0092-8674/PIIS0092867406003801.pdf">​A Bivalent Chromatin Structure Marks Key Developmental Genes in Embryonic Stem Cells</a><​br ​/
-Kamal M, Xie X, and Lander ES.  \\ +Bernstein BE, Mikkelsen TS, Xie X, Kamal M et al.<​br ​/
-//Proc Natl Acad Sci USA//​103:​2740-2745 (2006) ​ \\ +<​em>​Cell<​/em> 125:315-26 (2006)</p>
-[[http://www.broad.mit.edu/seq/pubs/xie_pnas2006/​html/​clusteredAMCNE/​AMCNE1.similarAMCNE.html|Supplementary website]] [[http://www.pnas.org/cgi/content/​full/​0511238103/​DC1|Supporting Information]] \\ +
-[[http://​www.broad.mit.edu/​cgi-bin/news/​display_news.cgi?​id=381|News story]]+
  
-[[http://download.cell.com/pdfs/0092-8674/PIIS0092867406003801.pdf|A Bivalent Chromatin Structure Marks Key Developmental Genes in Embryonic Stem Cells]] \\ +<​p><​a class="​urlextern"​ href="http://genomebiology.com/2006/​7/​9/​R85"​ rel="​nofollow"​ title="​http:​//genomebiology.com/​2006/​7/​9/​R85">​Comparative sequence analysis reveals an intricate network among REST, CREB and miRNA in mediating neuronal gene expression </​a><​br /> 
-Bernstein BE, Mikkelsen TS, Xie X, Kamal M et al.  \\ +Wu J and Xie X<br /> 
-//Cell// 125:315-26 ​(2006)+<​em>​Genome </em><​em>​Biology<​/em>7(9):R85 (2006) ​(Highly accessed)<​br /> 
 +<a class="​urlextern"​ href="​http://​www.broad.mit.edu/​personal/​xhx/​projects/​NRSE"​ rel="​nofollow"​ title="​http://​www.broad.mit.edu/​personal/​xhx/​projects/​NRSE">​Supplementary website</​a></​p>​
  
-[[http://genomebiology.com/2006/7/9/R85|Comparative sequence analysis reveals an intricate network among REST, CREB and miRNA in mediating neuronal gene expression ]] \\ +<​p><​a class="​urlextern"​ href="http://www.nature.com/ng/journal/v38/n5/pdf/ng1776.pdf"​ rel="​nofollow"​ title="​http://www.nature.com/​ng/​journal/​v38/​n5/​pdf/​ng1776.pdf">​Systematic identification of human mitochondrial disease genes through integrative genomics </a><​br ​/
-Wu J and Xie X \\ +Calvo S, Jain M, Xie X, Chang B, Spinazzola A, Zeviani M, Carr S, and Mootha VK.<​br ​/
-//Genome Biology//​7(9):​R85 (2006) (Highly accessed) ​ \\ +<​em>​Nature Genetics</​em>,​ 38:576-82 (2006)</p>
-[[http://www.broad.mit.edu/personal/xhx/projects/NRSE|Supplementary website]]+
  
-[[http://www.nature.com/ng/journal/v38/n5/pdf/ng1776.pdf|Systematic ​identification ​of human mitochondrial disease genes through integrative genomics ]] \\ +<​p><​a class="​urlextern"​ href="http://www.ics.uci.edu/~xhx/publications/xie05_motif_paper.pdf"​ rel="​nofollow"​ title="​http:​//www.ics.uci.edu/​~xhx/​publications/xie05_motif_paper.pdf">Systematic ​discovery ​of regulatory motifs in human promoters and 3&#39; UTRs by comparison of several mammals </​a><​br /> 
-Calvo S, Jain M, Xie X, Chang BSpinazzola AZeviani M, Carr Sand Mootha VK. \\ +Xie X, Lu JKulbokas EJGolub TR, Mootha VK, Lindblad-Toh K, Lander ES, Kellis M.<br /> 
-//Nature Genetics//, 38:576-82 (2006)+<​em>​Nature<​/em>2005; 434:​338-45<​br ​/
 +<a class="​urlextern"​ href="​http:​//www.broad.mit.edu/​seq/​HumanMotifs/"​ rel="​nofollow"​ title="​http://​www.broad.mit.edu/​seq/​HumanMotifs/">​Supplementary Website</​a>​ <a class="​urlextern"​ href="​http://​www.ics.uci.edu/​~xhx/​publications/​nature03441-s1.pdf"​ rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​nature03441-s1.pdf">​Supplementary Information</​a>​ <a class="​urlextern"​ href="​http://​www.broad.mit.edu/​cgi-bin/​news/​display_news.cgi?​id=134"​ rel="​nofollow"​ title="​http://​www.broad.mit.edu/​cgi-bin/​news/​display_news.cgi?​id=134">​News story</​a></​p>​
  
-[[http://www.ics.uci.edu/~xhx/publications/xie05_motif_paper.pdf|Systematic discovery of regulatory motifs in human promoters and 3' UTRs by comparison of several mammals ]] \\ +<​p><​a class="​urlextern"​ href="http://www.genome.org/cgi/reprint/gr.5285206v1"​ rel="​nofollow"​ title="​http://www.genome.org/cgi/reprint/gr.5285206v1">​A molecular-properties-based approach to understanding PDZ domain proteins and PDZ ligands</a><​br ​/
-Xie X, Lu J, Kulbokas EJ, Golub TR, Mootha VK, Lindblad-Toh K, Lander ES, Kellis M.  \\ +Giallourakis C, Cao Z, Green T, Wachtel H, Xie X, Lopez-Illasaca M, Daly M, Rioux J, Xavier R.<​br ​/
-//​Nature//​2005;​ 434:​338-45 ​ \\ +<​em>​Genome Resesarch<​/em>, 16:1056-72 (2006)</p>
-[[http://www.broad.mit.edu/seq/HumanMotifs/|Supplementary Website]] [[http://​www.ics.uci.edu/~xhx/publications/​nature03441-s1.pdf|Supplementary Information]] [[http://www.broad.mit.edu/​cgi-bin/news/​display_news.cgi?​id=134|News story]]+
  
-[[http://www.genome.org/cgi/reprint/gr.5285206v1|A molecular-properties-based approach to understanding PDZ domain proteins and PDZ ligands]] \\ +<​p><​a class="​urlextern"​ href="http://download.cell.com/pdfs/0092-8674/PIIS0092867406003692.pdf" rel="​nofollow"​ title="​http://​download.cell.com/​pdfs/​0092-8674/​PIIS0092867406003692.pdf">​A Mammalian Organelle Map by Protein Correlation Profiling</​a><​br /> 
-Giallourakis CCao ZGreen TWachtel H, Xie X, Lopez-Illasaca MDaly M, Rioux J, Xavier R \\ +Foster LJde Hoog CLZhang YZhang Y, Xie X, Mootha VKand Mann M.<​br ​/
-//Genome Resesarch//,​ 16:1056-72 (2006)+<​em>​Cell<​/em> 125:187-99 (2006)</p>
  
-[[http://download.cell.com/pdfs/0092-8674/PIIS0092867406003692.pdf|A Mammalian Organelle Map by Protein Correlation Profiling]] \\ +<​p><​a class="​urlextern"​ href="http://www.ics.uci.edu/~xhx/publications/WerfelXieSeung2005.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​WerfelXieSeung2005.pdf">​Learning curves for stochastic gradient descent in linear feedforward networks. </​a><​br /> 
-Foster LJ, de Hoog CL, Zhang Y, Zhang Y, Xie X, Mootha VK, and Mann M \\ +Werfel J, Xie X and Seung HS.<br /> 
-//Cell// 125:187-99 (2006)+<​em>​Neural Computation<​/em>, 2005;17:2699-718</​p>​
  
-[[http://www.ics.uci.edu/~xhx/publications/WerfelXieSeung2005.pdf|Learning curves for stochastic gradient descent in linear feedforward networks]] \\ +<​p><​a class="​urlextern"​ href="http://www.nature.com/nature/journal/v438/​n7069/​pdf/​nature04338.pdf" rel="​nofollow"​ title="​http://​www.nature.com/nature/journal/v438/n7069/​pdf/​nature04338.pdf">​Genome sequencecomparative analysis and haplotype structure of the domestic dog </​a><​br /> 
-Werfel J, Xie X and Seung HS \\ +Lindblad-Toh K, Wade CM, et al.<br /> 
-//Neural Computation//, 2005;17:2699-718+<​em>​Nature</​em>​ 438:803-19 2005</​p>​
  
-[[http://www.nature.com/nature/journal/v438/n7069/pdf/nature04338.pdf|Genome sequence, comparative analysis and haplotype structure of the domestic dog ]] \\ +<​p><​a class="​urlextern"​ href="http://www.ics.uci.edu/~xhx/publications/annurev.genom.6.080604.pdf"​ rel="​nofollow"​ title="​http:​//www.ics.uci.edu/~xhx/​publications/​annurev.genom.6.080604.pdf">​Disease gene discovery through integrative genomics. </​a><​br /> 
-Lindblad-Toh KWade CMet al \\ +Giallourakis CHenson CReich M, Xie X, and Mootha VK.<br /> 
-//Nature// 438:803-19 2005+<​em>​Annu. Rev. Genomics Hum. Genet.</em> 2005:22:381-406.</​p>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​annurev.genom.6.080604.pdf|Disease gene discovery through integrative genomics]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​PhysRevE_69_041909.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​PhysRevE_69_041909.pdf">​Learning in neural networks by reinforcement of irregular spiking</​a><​br /> 
-Giallourakis C, Henson C, Reich M, Xie Xand Mootha VK \\ +Xie X and Seung HS.<​br ​/
-//Annu. Rev. Genomics Hum. Genet./2005:22:381-406.+<​em>​Phys ​Rev E</em>, 2004;69:041909</​p>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​PhysRevE_69_041909.pdf|Learning in neural networks by reinforcement of irregular spiking]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​mootha_pgc1a.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​mootha_pgc1a.pdf">​Erralpha and Gabpa/b specify PGC-1alpha-dependent oxidative phosphorylation gene expression that is altered in diabetic muscle</​a><​br /> 
-Xie X and Seung HS \\ +Mootha VK, Handschin C, Arlow D, Xie X, St Pierre J et al.<br /> 
-//Phys Rev E//, 2004;69:041909+<​em>​Proc Natl Acad Sci USA</em>, 2004;101:6570-5</​p>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​mootha_pgc1a.pdf|Erralpha and Gabpa/b specify PGC-1alpha-dependent oxidative phosphorylation gene expression that is altered in diabetic muscle]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​PhysRevE_66_041902.pdf" rel="​nofollow"​ title="​http:​//​www.ics.uci.edu/​~xhx/​publications/​PhysRevE_66_041902.pdf">​The double-ring network modeling of the head-direction system</​a><​br /> 
-Mootha VK, Handschin C, Arlow D, Xie X, St Pierre J et al \\ +Xie X, Hahnloser RH, and Seung HS.<br /> 
-//Proc Natl Acad Sci USA//2004;101:6570-5+<​em>​Physical Review E</em>2002;66:041902</​p>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​PhysRevE_66_041902.pdf|The double-ring network modeling ​of the head-direction ​system]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​PhysRevE_65_051904.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​PhysRevE_65_051904.pdf">​Nonlinear dynamics ​of direction-selective recurrent neural media</​a><​br /> 
-Xie X, Hahnloser RH, and Seung HS \\ +Xie X and Giese MA.<​br ​/
-//Physical Review E//, 2002;66:041902+<em>Physical Review E</em>, 2002;65:051904 <a class="​urlextern"​ href="​http://​www.ics.uci.edu/​~xhx/​publications/​neurocomp_giese.pdf"​ rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​neurocomp_giese.pdf">​Exact solution of the nonlinear dynamics of recurrent neural mechanisms for direction selectivity</​a><​br /> 
 +Giese MA and Xie X<br /> 
 +<​em>​Neurocomputing</​em>​ 2002;​44:​417-422</​p>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​PhysRevE_65_051904.pdf|Nonlinear dynamics of direction-selective recurrent neural media]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​lwta.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​lwta.pdf">​Learning winner-take-all competition between groups ​of neurons in lateral inhibitory networks </​a><​br /> 
-Xie X and Giese MA.  \\ +Xie X, Hahnloser HR, and Seung HS.<br /> 
-//Physical Review E//, 2002;​65:​051904 ​ [[http://​www.ics.uci.edu/​~xhx/​publications/​neurocomp_giese.pdf|Exact solution ​of the nonlinear dynamics of recurrent neural mechanisms for direction selectivity]] \\ +<​em>​Advances in Neural Information Processing </em><​em>​Systems<​/em>2001;13:350-356</​p>​
-Giese MA and Xie X  \\ +
-//Neurocomputing//​ 2002;44:417-422+
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​lwta.pdf|Learning winner-take-all competition between groups of neurons in lateral inhibitory networks ]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​nc_vel_tuning.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​nc_vel_tuning.pdf">​Generating velocity tuning by asymmetric recurrent connections</​a><​br /> 
-Xie X, Hahnloser HR, and Seung HS \\ +Xie X and Giese MA.<​br ​/
-//Advances in Neural Information Processing Systems//2001;13:350-356+<em>Advances in Neural Information Processing ​</​em><​em>​Systems</em>2002;13:325-332</​p>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​nc_vel_tuning.pdf|Generating velocity tuning by asymmetric recurrent connections]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​gwta_nc.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​gwta_nc.pdf">​Selectively Grouping Neurons in Recurrent Networks of Lateral Inhibition</​a><​br /> 
-Xie X and Giese MA \\ +Xie X, Hahnloser RH, and Seung HS.<​br ​/
-//Advances in Neural ​Information Processing Systems//2002;13:325-332+<em>Neural ​Computation<​/em>, ​2002;14:2627-2646</​p>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​gwta_nc.pdf|Selectively Grouping Neurons in Recurrent Networks ​of Lateral Inhibition]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​chl_nc.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​chl_nc.pdf">​Equivalence ​of backpropagation and contrastive Hebbian learning in a layered network</​a><​br /> 
-Xie X, Hahnloser RH, and Seung HS.  \\ +Xie X and Seung HS.<​br ​/
-//Neural Computation/​/2002;14:2627-2646+<em>Neural Computation</em>2003;16:441-454</​p>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​chl_nc.pdf|Equivalence ​of backpropagation and contrastive Hebbian learning ​in a layered network]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​network_pop.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​network_pop.pdf">​Threshold behavior ​of maximum likelihood method ​in population decoding</​a><br /> 
-Xie X and Seung HS.  \\ +Xie X<​br ​/
-//​Neural ​Computation//, 2003;16:441-454+<​em>​Network:​ Comput. ​Neural ​Syst.</em> 2002;13:447-456</​p>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​network_pop.pdf|Threshold behavior ​of maximum likelihood method in population decoding]] \\ +<​p><​a class="​urlextern"​ href="http://​www.ics.uci.edu/​~xhx/​publications/​stdp00.pdf" rel="​nofollow"​ title="​http://​www.ics.uci.edu/​~xhx/​publications/​stdp00.pdf">​Spike-based learning rules and stabilization ​of persistent neural activity</​a><​br /> 
-Xie X \\ +Xie X and Seung HS<​br ​/
-//Network: Comput. ​Neural ​Syst.// 2002;13:447-456+<​em>​Advances in Neural ​Information Processing Systems</em>, 2000;12:199-205</​p>​ 
 +</​div>​ 
 + 
 +</​html>​
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​stdp00.pdf|Spike-based learning rules and stabilization of persistent neural activity]] \\ 
-Xie X and Seung HS \\ 
-//Advances in Neural Information Processing Systems//, 2000;​12:​199-205 
  
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