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publications [2018/02/01 23:24]
xhx [2018]
publications [2018/08/15 23:25] (current)
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 +<​html>​
 +<​h2>​Publications</​h2>​
  
 +<div class="​level2">&​nbsp;</​div>​
  
-===== Publications =====+<​h3>​2018</​h3>​
  
-==== 2018 ===+<div class="​level3">​ 
-Sequential Embedding Induced Nonparametric Text Clustering\\ +<​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 /> 
-Duan TLou Q, Xie X\\+Zhu W, Vang YSHuang Y, Xie X</p>
  
-Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification\\ +<​p>​Sequential Embedding Induced Nonparametric Text Clustering<​br /> 
-Vang SChen Z, Xie X\\+Duan TLou Q, Xie X</p>
  
-Structed Triplets ​Learning ​with Pos-tag Guided Attention ​for Visual Question Answering\\ +<​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 /> 
-IEEE Winter Conf. on Applications of Computer Vision ​2018+Vang S, Chen Z, Xie X<br /> 
 +15th International Conference ​on Image Analysis and Recognition, ​2018</p>
  
-DeepLungDeep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and 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 /> 
-IEEE Winter Conf. on Applications of Computer Vision 2018+IEEE Winter Conf. on Applications of Computer Vision 2018</p>
  
-Adversarial ​Deep Structured ​Nets for Mass Segmentation from Mammograms\\ +<​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 /> 
-W Zhu, X Xiang, T Tran, GD Hager, X Xie\\ +IEEE Winter Conf. on Applications of Computer Vision 2018</​p>​
-IEEE International Symposium on Biomedical Imaging +
-+
-Automated Pulmonary Nodule Detection ​Using 3D Deep Convolutional Neural Networks\\ +
-H Tang, D Kim, X Xie\\ +
-IEEE International Symposium ​on Biomedical Imaging+
  
 +<​p>​Adversarial Deep Structured Nets for Mass Segmentation from Mammograms<​br />
 +W Zhu, X Xiang, T Tran, GD Hager, X Xie<br />
 +IEEE International Symposium on Biomedical Imaging</​p>​
  
 +<​p>​Automated Pulmonary Nodule Detection Using 3D Deep Convolutional Neural Networks<​br />
 +H Tang, D Kim, X Xie<br />
 +IEEE International Symposium on Biomedical Imaging</​p>​
  
-Molecular Mechanisms for CFIm-Mediated Regulation of mRNA Alternative Polyadenylation.\\ +<p>Molecular Mechanisms for CFIm-Mediated Regulation of mRNA Alternative Polyadenylation.<br /> 
-Zhu Y, Wang X, Forouzmand E, Jeong J, Qiao F, Sowd GA, Engelman AN, Xie X, Hertel KJ, Shi Y.\\ +Zhu Y, Wang X, Forouzmand E, Jeong J, Qiao F, Sowd GA, Engelman AN, Xie X, Hertel KJ, Shi Y.<br /> 
-Mol Cell. 2018 Jan 4;​69(1):​62-74.e4.+Mol Cell. 2018 Jan 4;​69(1):​62-74.e4.</​p>​ 
 +</​div>​
  
-==== 2017 ====+<h3>2017</h3>
  
-[[https://​arxiv.org/​abs/​1709.05538 ​DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification]]\\ +<div class="​level3">​ 
-W Zhu, C Liu, W Fan, X Xie\\ +<​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 /> 
-arXiv preprint arXiv:​1709.05538+W Zhu, C Liu, W Fan, X Xie<br /> 
 +arXiv preprint arXiv:​1709.05538</p>
  
 +<​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">​FactorNet:​ a deep learning framework for predicting cell type specific transcription factor binding from nucleotide-resolution sequential data</​a><​br />
 +D Quang, X Xie<br />
 +bioRxiv, 151274</​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><​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 /> 
-D QuangXie\\ +Wentao ZhuQi Lou, Yeeleng Scott Vang, Xiaohui ​Xie<br /> 
-bioRxiv151274+arXiv:​1612.05968<​br /> 
 +<a class="​urlextern"​ href="​http://​www.miccai2017.org/"​ rel="​nofollow"​ title="​http://​www.miccai2017.org/">​MICCAI2017</​a></​p>​
  
 +<​p>​Understanding sequence conservation with deep learning<​br />
 +Li Y, Quang D, and Xie X<br />
 +ACM BCB, 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="​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 /> 
-Wentao Zhu, Qi Lou, Yeeleng Scott Vang, Xiaohui Xie \\ +Vang YS and Xie X<br /> 
-arXiv:​1612.05968\\ +Bioinformatics, 2017</p>
-[[http://www.miccai2017.org/| MICCAI, 2017]]+
  
-Understanding sequence conservation with deep learning\\ +<​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 /> 
-Li Y, Quang Dand Xie X\\ +Charney RM, Forouzmand E, Cho JS, Cheung J, Paraiso KD, Yasuoka ​Y, Takahashi S, Taira M, Blitz IL, Xie X, Cho KW<br /> 
-ACM BCB, 2017+Dev Cell. 27;​40(6):​595-607.e4, 2017</​p>​ 
 +</​div>​
  
-[[http://​biorxiv.org/​content/​early/​2017/​01/​10/​099358|HLA class I binding prediction via convolutional neural networks]]\\ +<​h3>​2016<​/h3>
-Vang YS and Xie X\\ +
-Bioinformatics,​ 2017+
  
-[[https://www.ncbi.nlm.nih.gov/pubmed/28325473|Foxh1 Occupies cis-Regulatory Modules Prior to Dynamic Transcription Factor Interactions Controlling the Mesendoderm Gene Program]]\\ +<div class="​level3">​ 
-Charney RM, Forouzmand E, Cho JS, Cheung J, Paraiso KD, Yasuoka Y, Takahashi S, Taira M, Blitz IL, Xie X, Cho KW\\ +<​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 ​/> 
-Dev Cell. 27;40(6):595-607.e4, 2017+Wentao ZhuXiaohui ​Xie<br /> 
 +arXiv:1612.05970</​p>​
  
-==== 2016 ====+<​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 /> 
 +Forouzmand et al.<br /> 
 +Developmental Biology, (16)30120-8 ​2016</p>
  
-[[https://arxiv.org/abs/1612.05970|Adversarial Deep Structural Networks for Mammographic Mass Segmentation]]\\ +<​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 /> 
-Wentao ZhuXiaohui ​Xie\\ +Chen YLi Y, Narayan R, Subramanian A, and Xie X<br /> 
-arXiv:​1612.05970+Bioinformatics,​ 2016</​p>​
  
-[[https://www.ncbi.nlm.nih.gov/​pubmed/​27418388|Developmentally regulated long non-coding RNAs in Xenopus tropicalis]]\\ +<​p>​DanQa hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences<​br ​/
-Forouzmand et al. \\ +Quang D and Xie X<​br ​/> 
-Developmental Biology(16)30120-8 ​2016+Nucleic Acids Research, 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="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(A) code analyses reveal key determinants for tissue-specific mRNA alternative polyadenylation</​a><​br /> 
-Chen Y, Li Y, Narayan R, Subramanian A, and Xie X\\ +Weng L, Li Y, Xie X, and Shi Y<br /> 
-Bioinformatics, 2016+RNA, 2016</p>
  
-DanQ: hybrid convolutional and recurrent deep neural network ​for quantifying the function of DNA sequences\\ +<​p><​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 /> 
-Quang D and Xie X\\ +Zhu W, et al.<br /> 
-Nucleic Acids Research, 2016+AAAI Conference on Artificial Intelligence, 2016</​p>​ 
 +</​div>​
  
-[[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]]\\ +<​h3>​2015<​/h3>
-Weng L, Li Y, Xie X, and Shi Y\\ +
-RNA, 2016+
  
-[[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]]\\ +<div class="​level3">​ 
-Zhu Wet al.\\ +<​p>​Hobbes3Dynamic Generation of Variable-Length Signatures for Efficient Approximate Subsequence Mappings<​br ​/> 
-AAAI Conference on Artificial Intelligence, ​2016+Kim JChen L, and Xie X<br /> 
 +32nd IEEE International ​Conference on Data Engineering - ICDE 2016</p>
  
-==== 2015 ====+<​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 /> 
 +Quang D and Xie X</p>
  
-Hobbes3Dynamic Generation of Variable-Length Signatures ​for Efficient Approximate Subsequence Mappings\\ +<​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 /> 
-Kim J, Chen L, and Xie X\\ +Quang D, Chen and Xie X<br /> 
-32nd IEEE International Conference on Data Engineering ​ICDE 2016+Bioinformatics,​ 31(5):761-3, 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.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 /> 
-Quang D and Xie X+Li Y and Xie X<br /> 
 +BMC Genomics, 2015</​p>​
  
-[[http://www.ncbi.nlm.nih.gov/pubmed/25338716|DANN: a deep learning approach for annotating the pathogenicity of genetic variants]]\\ +<​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 DChen Y and Xie X\\ +Potkin SG, van Erp TGM, Ling S, Macciardi F, and Xie X<br /> 
-Bioinformatics,​ 31(5):761-3, 2015+Neuroimaging genetics ​principles and practices, 2015</​p>​ 
 +</​div>​
  
-[[http://​www.biomedcentral.com/​1471-2164/​16/​S2/​S1|MixClone:​ a mixture model for inferring tumor subclonal populations]]\\ +<​h3>​2014<​/h3>
-Li Y and Xie X\\ +
-BMC Genomics, 2015+
  
 +<div class="​level3">​
 +<​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 />
 +Kim I and Xie X<br />
 +International Journal on Document Analysis and Recognition,​ 2014<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>​
  
-[[http://www.ics.uci.edu/~xhx/publications/ImagingGenetics.pdf |Identifying unanticipated genes and mechanisms in serious mental illness]]\\ +<​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 /> 
-Potkin SGvan Erp TGMLing SMacciardi Fand Xie X\\ +Chiu WTLe RBlitz ILFish MB, Li Y, Biesinger J, Xie Xand Cho K<br /> 
-Neuroimaging genetics : principles ​and practices2015+Development2014</​p>​
  
-==== 2014 ====+<​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 /> 
 +Li Y 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://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 /> 
-Kim I and Xie X\\ +Quang D and Xie X<br /> 
-International Journal on Document Analysis and Recognition, ​2014\\ +Bioinformatics,​ 2014</​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.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 /> 
-Chiu WT, Le R, Blitz IL, Fish MB, Li Y, Biesinger ​J, Xie X, and Cho K\\ +Kim J, Li C and Xie X<br /> 
-Development, 2014+BMC Bioinformatics, 2014, 15(1):​42</​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.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 /> 
-Li Y and Xie X\\ +Watanabe K, Biesinger J, Salmans ML, Roberts BS, Arthur WT, Cleary M, Andersen B, Xie X, and Dai X<br /> 
-Bioinformatics, 2014+PLOS ONE, 2014, DOI: 10.1371/​journal.pone.0092317</​p>​
  
-[[http://bioinformatics.oxfordjournals.org/content/early/2014/02/14/bioinformatics.btu093.abstract|EXTREME: An Online EM Algorithm for Motif Discovery]]\\ +<​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 /> 
-Quang D 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://www.biomedcentral.com/1471-2105/15/42|Improving Read Mapping Using Additional Prefix Grams]]\\ +<​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 ​/> 
-Kim JLi and Xie X\\ +Lackford BYao C, Charles GM, Weng L, Zheng X, Choi EA, Xie X, Wan JXing Y, Freudenberg JM, Yang P, Jothi R, Hu G, Shi Y<br /> 
-BMC Bioinformatics201415(1):42+EMBO J. 2014 Mar 4.</​p>​ 
 +</​div>​
  
-[[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]]\\ +<​h3>​2013<​/h3>
-Watanabe K, Biesinger J, Salmans ML, Roberts BS, Arthur WT, Cleary M, Andersen B, Xie X, and Dai X\\ +
-PLOS ONE, 2014, DOI: 10.1371/​journal.pone.0092317+
  
-[[http://www.biomedcentral.com/1752-0509/8/3/abstract|Inference of the Xenopus tropicalis embryonic regulatory network and spatial gene expression patterns]] \\ +<div class="​level3">​ 
-Zheng ZChristley S, Chiu WT, Blitz IL, Xie X, Cho KW, Nie Q\\ +<​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 /> 
-BMC Systems Biology 20148:3+Ye GTang M, Nie Q and Xie X<br /> 
 +<​em>​PLOS ONE</​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://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 /> 
-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\\ +Chen YJia ZMercola D and Xie X<br /> 
-EMBO J2014 Mar 4. +<​em>​Comput Math Methods Med.</​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://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 /> 
-Ye GTang MNie Q and Xie X\\ +Blitz IBiesinger J, Xie X, and Cho K<br /> 
-//PLOS ONE//, 2013+<​em>​Genesis<​/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://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 /> 
-Chen YJia ZMercola D and Xie X\\ +Yao CChoi E, Weng L, Xie X, Wan J, Xing Y, Moresco JJ, Tu PG, Yates JR, and Shi Y<br /> 
-//Comput Math Methods Med.//, 2013+<​em>​RNA<​/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://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 /> 
-Blitz I, Biesinger J, Xie X, and Cho K\\ +Chen Y and Xie X<br /> 
-//Genesis//, 2013.+<​em>​arXiv<​/em>, 2013</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/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 /> 
-Yao CChoi E, Weng L, Xie X, Wan J, Xing YMoresco JJ, Tu PG, Yates JR, and Shi Y\\ +Biesinger JWang Yand Xie X<br /> 
-//RNA//, 2013+<​em>​BMC Bioinformatics</​em>​ 201314(S5):S42013<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://arxiv.org/abs/1305.0855|Inference ​in Kingman'​s Coalescent with Particle Markov Chain Monte Carlo Method]] \\ +<​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 /> 
-Chen Y and Xie X \\ +Li Y and Xie X<br /> 
-//arXiv//, 2013+<​em>​BMC Bioinformatics<​/em> 2013, 14(Suppl 5):S11, 2013</p>
  
-[[http://www.biomedcentral.com/content/pdf/1471-2105-14-S5-S4.pdf|Discovering and Mapping Chromatin States Using Tree Hidden Markov Model]] \\ +<​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 /> 
-Biesinger J, Wang Y, and Xie X \\ +Yang X, Wang B, Li C, Wang J, and Xie X<​br ​/
-//BMC Bioinformatics//​ 2013, 14(S5):S4, 2013 \\ +<​em>​IEEE International Conference on Data Engineering ​(ICDE)</em>, 2013</p> 
-[[http://​www.biomedcentral.com/​content/​supplementary/​1471-2105-14-s5-s4-s1.pdf|Supplemental Information]]+</div>
  
-[[http://​www.biomedcentral.com/​1471-2105/​14/​S5/​S11|A mixture model for expression deconvolution from RNA-seq in heterogeneous tissues]] \\ +<​h3>​2012<​/h3>
-Li Y and Xie X \\ +
-//BMC Bioinformatics//​ 2013, 14(Suppl 5):S11, 2013+
  
-[[http://ieeexplore.ieee.org/stamp/stamp.jsp?​tp=&​arnumber=6544889|Efficient direct search on compressed genomic data]] \\ +<div class="​level3">​ 
-Yang X, Wang B, Li C, Wang J, 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 /> 
-//IEEE International Conference on Data Engineering ​(ICDE)//2013 +Ye G and Xie X<​br ​/
-==== 2012 ====+Machine Learning Journal, 87(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://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/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 /> 
-Ye G and Xie X \\ +Yao C, Biesinger J,Wan J,Weng L, Busch A, Xing Y, Xie X, and Shi Y<br /> 
-Machine Learning Journal87(3):303-355, 2012 \\ +PNAS109(46):18773-8, 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/​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 /> 
-Yao C, Biesinger J,Wan J,Weng L, Busch A, Xing Y, Xie X, and Shi Y \\ +Kim Chong H, Biesinger J, Seo YK, Xie X, Osborne TF<br /> 
-PNAS, 109(46):​18773-8, 2012+BMC Genomics, 2012</p>
  
-[[http://​www.ncbi.nlm.nih.gov/​pubmed/​22296850|Genome-wide analysis of hepatic LRH-1 reveals ​promoter binding preference and suggests a role in regulating genes of lipid metabolism in concert with FXR]] \\ +<​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 /> 
-Kim Chong HBiesinger JSeo YK, Xie X, Osborne TF \\ +Ahmadi ABehm AHonnalli NLi C, Weng L, and Xie X<br /> 
-BMC Genomics, 2012+Nucleic Acids Research, 40(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/​22199254|Hobbes:​ optimized gram-based methods for efficient read alignment]] \\ +<​h3>​2011<​/h3>
-Ahmadi A, Behm A, Honnalli N, Li C, Weng L, and Xie X  \\ +
-Nucleic Acids Research, 40(6):​e41, ​ 2012 \\ +
-Software: [[http://​hobbes.ics.uci.edu/​|Hobbes]]+
  
-==== 2011 ====+<div class="​level3">​ 
 +<​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 /> 
 +Ye G, Wang Y, Chen Y, and Xie X<br /> 
 +arXiv:​1110.3076v1, ​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.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 /> 
-Ye GWang YChen Yand Xie X \\ +Daily KPatel VRRigor P, Xie X, Baldi P.<br /> 
-arXiv:1110.3076v1, 2011+BMC Bioinformatics, 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.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 /> 
-Daily KPatel VRRigor PXie XBaldi P\\ +Lindblad-TohBarberZukLinet al.<br /> 
-BMC Bioinformatics, 2011+Nature, 2011</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.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 /> 
-Lindblad-TohBarberZukLinet al. \\ +Weng LMacciardi FSubramanian AGuffanti GPotkin SG, Yu Z, and Xie X<br /> 
-Nature, 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.biomedcentral.com/1471-2105/12/99|SNP-based pathway enrichment analysis for genome-wide association studies]] \\ +<​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 /> 
-Weng LMacciardi FSubramanian AGuffanti GPotkin SG, Yu Z, and Xie X \\ +Seo YJeon T Chong HBeisinger J, Xie X, and Osborne TF<br /> 
-BMC Bioinformatics, 2011  \\ +<​em>​Cell Metabolism</​em>,​ 13:367-75, 2011<br /> 
-Software[[http://cbcl.ics.uci.edu/SSEA/|SNP Set Enrichment Analysis (SSEA)]]+<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.cell.com/cell-metabolism/abstract/S1550-4131(11)00092-1|Genome-wide Positioning of SREBP-2 in Hepatic Chromatin Predicts ​Novel Role in Autophagy ]] \\ +<​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 /> 
-Seo YJeon T Chong H, Beisinger ​J, Xie X, and Osborne TF \\ +Newkirk DBiesinger, J, Chon A, Yokomori K, and Xie X<​br ​/
-//Cell Metabolism//, 13:367-75, 2011  \\ +<em>J Comput Biol.</em>, 2011<br /> 
-[[http://www.sciencedaily.com/releases/2011/04/110405122330.htm|Science Daily coverage]]+Software: <a class="​urlextern"​ href="http://sourceforge.net/projects/arem" rel="​nofollow"​ title="​http:​//sourceforge.net/​projects/​arem">​AREM</​a></​p>​
  
-[[http://www.ics.uci.edu/~xhx/publications/arem_recomb.pdf|AREMaligning short reads from ChIP-sequencing by expectation maximization]] \\ +<​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 /> 
-Newkirk DBiesinger, J, Chon A, Yokomori K, and Xie X \\ +Ye GChen Y, and Xie X<​br ​/
-//J Comput Biol.//, 2011 \\ +AI &amp; STATS , 2011</p> 
-Software: [[http://sourceforge.net/​projects/​arem|AREM]]+</div>
  
-[[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 ]] \\ +<​h3>​2010<​/h3>
-Ye G, Chen Y, and Xie X \\ +
-AI & STATS , 2011+
  
-==== 2010 ====+<div class="​level3">​ 
 +<​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 /> 
 +Ye G, Cai J, and Xie X<br /> 
 +arXiv:​1012.0975v1, ​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://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, Cai J, and Xie X \\ +Ye G-B and Xie X<br /> 
-arXiv:1012.0975v1, 2010+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://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://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-B and Xie X \\ +Wang JCetindil IJi S, Li C, Xie X, Li G and Feng J<​br ​/
-Computational Statistics and Data Analysis, doi:​10.1016/​j.csda.2010.10.021,​ 2010  \\ +<em>Bioinformatics</em>26(18):2321-2327, 2010<br /> 
-[[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]] \\ +<a class="​urlextern"​ href="​http://​ipubmed.ics.uci.edu/"​ rel="​nofollow"​ title="​http://​ipubmed.ics.uci.edu/">​iPubMed Search</​a></​p>​
-Daily KRigor PChristley ​S, Xie X and Baldi P  \\ +
-//BMC Bioinformatics/​/,11:514, 2010+
  
-[[http://bioinformatics.oxfordjournals.org/cgi/content/abstract/btq414|Interactive ​and fuzzy search: ​dynamic way to explore MEDLINE ]] \\ +<​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 /> 
-Wang J, Cetindil I, Ji S, Li C, Xie X, Li G and Feng J \\ +Ye G-B and Xie X<br /> 
-//​Bioinformatics//,​ 26(18):2321-2327, 2010  \\ +arXiv:1006.5060v2, 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://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 /> 
-Ye G-B and Xie X \\ +Potkin SG, Macciardi F, Guffanti ​G, Wang Q, Turner JA, Lakatos A, Miles MF, Lander A, Vawter MP, Xie X<br /> 
-arXiv:1006.5060v2, 2010+<​em>​NeuroImage</​em>​ 53:839-847, 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.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 /> 
-Potkin SG, Macciardi F, Guffanti G, Wang Q, Turner JA, Lakatos AMiles MFLander A, Vawter MP, Xie X \\ +Wang YChristley SMjolsness Eand Xie X<br /> 
-//​NeuroImage//​ 53:839-847, 2010+<​em>​BMC Systems Biology</em>, 4:99 doi:​10.1186/​1752-0509-4-99, 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://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 ​/> 
-Wang Y, Christley S, Mjolsness E, and Xie X \\ +Xie X<​br ​/
-//BMC Systems ​Biology//4:99 doi:10.1186/1752-0509-4-99, 2010+<​em>​Bulletin of Mathematical ​Biology</em>DOI: 10.1007/s11538-010-9534-3, 2010</p>
  
-[[http://www.springerlink.com/content/428v02087m218878/fulltext.pdf|Site-frequency Spectrum ​of Linked Sites]] \\ +<​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 /> 
-Xie X   \\ +Chong H, Infante A, Seo Y, Jeon T, Ahang Y, Edwards P, Xie X, and Osborne TF<​br ​/
-//Bulletin of Mathematical Biology//, DOI: 10.1007/s11538-010-9534-3, 2010+Nucleic Acids Researchdoi: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://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.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 /> 
-Chong HInfante ​A, Seo YJeon T, Ahang Y, Edwards P, Xie X, and Osborne TF \\ +Kumar LBreakspear ​A, Kistler HCMa L-Jand Xie X<br /> 
-Nucleic Acids Researchdoi:10.1093/nar/gkq397, 2010 \\ +<​em>​BMC Genomics</​em>​ 11:2082010<br /> 
-[[http://cbcl.ics.uci.edu/public_data/FXR/|Online Supplementary Materials]]+<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://www.biomedcentral.com/1471-2164/11/208/abstract|Systematic discovery of regulatory motifs ​in Fusarium ​graminearum by comparing four Fusarium genomes]] \\ +<​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 /> 
-Kumar L, Breakspear A, Kistler HC, Ma L-J, and Xie X  \\ +Ma L-J, et al.<br /> 
-//BMC Genomics// 11:208, 2010 \\ +<​em>​Nature<​/em> 464:​367-373,​ 2010<​br ​/
-[[http://​www.broadinstitute.org/​annotation/​genome/​fusarium_group/​SupplementalMaterials.html|Supplementary Information]] \\ +<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 /> 
-[[http://​www.broadinstitute.org/​annotation/​genome/​fusarium_group/​MultiHome.html|Fusarium Comparative Database]]+<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.nature.com/​nature/​journal/​v464/​n7287/​abs/​nature08850.html|Comparative genomics reveals mobile pathogenicity chromosomes in Fusarium oxysporum]] \\ +<​h3>​2009<​/h3>
-Ma L-J, et al.  \\ +
-//Nature// 464:​367-373,​ 2010 \\ +
-[[http://​www.broadinstitute.org/​news/​1439|The chromosomal secrets of a plant pathogen]] \\ +
-[[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 ====+<div class="​level3">​ 
 +<​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 /> 
 +Christley S, Nie Q and Xie X<br /> 
 +<​em>​PLoS ONE</​em>​ 4(8): e6799. doi:​10.1371/​journal.pone.0006799 (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://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 /> 
-Christley ​S, Nie Q and Xie X \\ +Seo YK, Chong HK, Infante AM, Im S, Xie X, and Osborne TF<​br ​/
-//PLoS ONE// 4(8): e6799. ​doi:10.1371/journal.pone.0006799 ​(2009)+<​em>​Proc Natl Acad Sci USA</em> ​doi:10.1073/pnas.0904246106 ​(2009)</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://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 /> 
-Seo YKChong HKInfante AMIm SXie X, and Osborne TF \\ +Garber MGuttman1 MClamp MZody MGFriedman N, and Xie X<br /> 
-//Proc Natl Acad Sci USA// doi:10.1073/pnas.0904246106 ​(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://bioinformatics.oxfordjournals.org/cgi/content/abstract/25/12/i54|Identifying novel constrained elements by exploiting biased substitution patterns]] \\ +<​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 /> 
-Garber M, Guttman1 M, Clamp M, Zody MG, Friedman N, and Xie X \\ +Sieglaff DH, Dunn WA, Xie X, Megy K, Marinotti O, and James AA<​br ​/
-//​Bioinformatics//​25:​i54-i62 (2009) ​ \\ +<​em>​Proc Natl Acad Sci USA</em> doi:10.1073/pnas.0813264106 ​(2009)</p>
-[[http://www.ics.uci.edu/~xhx/publications/siphy_suppinfo.pdf|Supplementary Methods]] \\ +
-[[http://www.broadinstitute.org/​genome_bio/​siphy/​|SiPhy ​(SIte-specific PHYlogenetic analysisJava 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://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 /> 
-Sieglaff DH, Dunn WA, Xie X, Megy K, Marinotti O, and James AA  \\ +Fraser H and Xie X<br /> 
-//Proc Natl Acad Sci USA// doi:10.1073/pnas.0813264106 ​(2009)+<​em>​Genome Research<​/em> ​doi:10.1101/gr.083477.108 ​(2009)<br /> 
 +<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://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/25/2/167" 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 /> 
-Fraser H and Xie X  \\ +Xie X, Rigor P, and Baldi P<br /> 
-//Genome Research// doi:10.1101/gr.083477.108 (2009) \\ +<​em>​Bioinformatics<​/em> 25: 167-174 (2009)<​br ​/
-[[http://​www.ics.uci.edu/​~xhx/​publications/​PTV_GR2009.pdf|PDF]]+<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://​bioinformatics.oxfordjournals.org/​cgi/​content/​abstract/​25/​2/​167|MotifMap: a human genome-wide map of candidate regulatory motif sites ]] \\ +<​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 /> 
-Xie XRigor P, and Baldi P  \\ +Christley SLu Y, Li C, and Xie X<​br ​/
-//​Bioinformatics/​25: 167-174 (2009) ​\\ +<em>Bioinformatics ​</em> ​25: 274-275 (2009)<br /> 
-[[http://​www.ics.uci.edu/​~xhx/​publications/​MotifMap_Supp_Info.pdf|Supplementary Methods]] \\ +<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 /> 
-[[http://motifmap.ics.uci.edu/​|MotifMap Server]]+<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/​274|Human genomes as email attachments ]] \\ +<​h3>​2008<​/h3>
-Christley S, Lu Y, Li C, and Xie X  \\ +
-//​Bioinformatics // 25: 274-275 (2009) \\ +
-[[http://​www.ics.uci.edu/​~xhx/​project/​DNAzip|DNAzip:​ DNA sequence compression using a reference genome]] \\ +
-[[http://​www.ics.uci.edu/​~xhx/​publications/​DNAzip.pdf|PDF]] \\ +
-[[http://​www.genomeweb.com/​informatics/​jim-watsonâ��s-genome-e-mail-uc-irvine-team-develops-method-compress-genomic-data|News featured in genomeweb]] \\ +
-[[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 ====+<div class="​level3">​ 
 +<​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 /> 
 +Wu J, Sieglaff DH, Gervin J, and Xie X<br /> 
 +<​em>​Bioinformatics </em> 24:1843-9 (2008)<br /> 
 +<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 /> 
 +<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.ics.uci.edu/~xhx/publications/wu_motif_2008.pdf|Discovering regulatory motifs in the Plasmodium genome using comparative genomics ]] \\ +<​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 /> 
-Wu JSieglaff DHGervin Jand Xie X  \\ +Ku MKoche RPRheinbay 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 /> 
-//Bioinformatics // 24:1843-9 ​(2008) ​\\ +<​em>​PLoS </em><​em>​Genetics<​/em>4(10):e1000242 ​(2008)</p> 
-[[http://​www.ics.uci.edu/​~xhx/​project/​mdos/​|MDOS software]]: A method for Motif Discovery using Orthologous Sequences (alignment independent). \\ +</div>
-[[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 ]] \\ +<​h3>​2007<​/h3>
-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  \\ +
-//PLoS Genetics//​4(10):​e1000242 (2008) +
-==== 2007 ====+
  
-[[http://​www.pnas.org/​content/​104/​49/​19428|Distinguishing protein-coding and noncoding genes in the human genome ​]] \\ +<div class="​level3">​ 
-Clamp M, Fry B, Kamal M, Xie X, Cuff J, Lin MF, Kellis M, Lindblad-Toh K, and Lander ES. \\ +<​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 /> 
-//Proc Natl Acad Sci USA//​104(49):​19428-33 (2007)+Clamp M, Fry B, Kamal M, Xie X, Cuff J, Lin MF, Kellis M, Lindblad-Toh K, and Lander ES.<​br ​/
 +<em>Proc Natl Acad Sci </em><​em>​USA<​/em>104(49):​19428-33 (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/​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 /> 
-Sabeti PC, Varilly P, Fry B, Lohmueller J, Hostetter E, Cotsapas C, Xie X, Byrne EH, McCarroll SA, Gaudet R, Schaffner SF, Lander ES and International HapMap Consortium ​ \\ +Sabeti PC, Varilly P, Fry B, Lohmueller J, Hostetter E, Cotsapas C, Xie X, Byrne EH, McCarroll SA, Gaudet R, Schaffner SF, Lander ES and International HapMap Consortium<br /> 
-//Nature//449:913-918 (2007)+<em>Nature</em>449:913-918 (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.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 /> 
-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 A, Russ C, Xie X, Meissner A, Wernig M, Jaenisch R, Nusbaum C, Lander ES, Bernstein BE. \\ +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&#39;Donovan A, Presser A, Russ C, Xie X, Meissner A, Wernig M, Jaenisch R, Nusbaum C, Lander ES, Bernstein BE.<​br ​/
-//Nature/448:553-60 (2007)+<em>Nature</em> ​448:553-60 (2007)</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.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 /> 
-Xie X, Mikkelsen TS, Gnirke A, Lindblad-Toh K, Kellis M and Lander ES. \\ +Xie X, Mikkelsen TS, Gnirke A, Lindblad-Toh K, Kellis M and Lander ES.<br /> 
-//Proc Natl Acad Sci USA//104:​7145-7150 (2007) ​ \\ +<em>Proc Natl Acad Sci </​em><​em>​USA</em>104:​7145-7150 (2007)<br /> 
-[[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]]+<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.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.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 /> 
-Mikkelsen TS, Wakefield MJ, et al.  \\ +Mikkelsen TS, Wakefield MJ, et al.<​br ​/
-//Nature/447:167-177 (2007)+<em>Nature</em> ​447:167-177 (2007)</p>
  
-[[http://​www.ics.uci.edu/​~xhx/​publications/​Xie_AMCNE.pdf|A family of conserved noncoding elements derived from an ancient transposable element]] \\ +<​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 /> 
-Xie X, Kamal M, and Lander ES. \\ +Xie X, Kamal M, and Lander ES.<br /> 
-//Proc Natl Acad Sci USA//103:​11659-11664 (2006) ​ \\ +<em>Proc Natl Acad Sci </​em><​em>​USA</em>103:​11659-11664 (2006)<br /> 
-[[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]]+<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>​
  
-==== 2006 or before ​====+<h3>2006 or before</h3>
  
-[[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]] \\ +<div class="​level3">​ 
-Kamal M, Xie X, and Lander ES.  \\ +<​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 /> 
-//Proc Natl Acad Sci USA//103:​2740-2745 (2006) ​ \\ +Kamal M, Xie X, and Lander ES.<​br ​/
-[[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]] \\ +<em>Proc Natl Acad Sci </​em><​em>​USA</em>103:​2740-2745 (2006)<br /> 
-[[http://​www.broad.mit.edu/​cgi-bin/​news/​display_news.cgi?​id=381|News story]]+<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://​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://​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 /> 
-Bernstein BE, Mikkelsen TS, Xie X, Kamal M et al.  \\ +Bernstein BE, Mikkelsen TS, Xie X, Kamal M et al.<br /> 
-//Cell/125:315-26 (2006)+<em>Cell</em> ​125:315-26 (2006)</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://​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 /> 
-Wu J and Xie X \\ +Wu J and Xie X<​br ​/
-//​Genome ​Biology//7(9):R85 (2006) (Highly accessed) ​ \\ +<em>Genome ​</em><​em>​Biology<​/em>7(9):R85 (2006) (Highly accessed)<br /> 
-[[http://​www.broad.mit.edu/​personal/​xhx/​projects/​NRSE|Supplementary website]]+<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://​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.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 /> 
-Calvo S, Jain M, Xie X, Chang B, Spinazzola A, Zeviani M, Carr S, and Mootha VK. \\ +Calvo S, Jain M, Xie X, Chang B, Spinazzola A, Zeviani M, Carr S, and Mootha VK.<​br ​/
-//Nature Genetics//, 38:576-82 (2006)+<em>Nature Genetics</em>, 38:576-82 (2006)</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.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 /> 
-Xie X, Lu J, Kulbokas EJ, Golub TR, Mootha VK, Lindblad-Toh K, Lander ES, Kellis M.  \\ +Xie X, Lu J, Kulbokas EJ, Golub TR, Mootha VK, Lindblad-Toh K, Lander ES, Kellis M.<br /> 
-//Nature//2005; 434:​338-45 ​ \\ +<em>Nature</em>2005; 434:338-45<br /> 
-[[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]]+<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.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://​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 /> 
-Giallourakis C, Cao Z, Green T, Wachtel H, Xie X, Lopez-Illasaca M, Daly M, Rioux J, Xavier R.  \\ +Giallourakis C, Cao Z, Green T, Wachtel H, Xie X, Lopez-Illasaca M, Daly M, Rioux J, Xavier R.<​br ​/
-//Genome Resesarch//, 16:1056-72 (2006)+<em>Genome Resesarch</em>, 16:1056-72 (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://​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 /> 
-Foster LJ, de Hoog CL, Zhang Y, Zhang Y, Xie X, Mootha VK, and Mann M.  \\ +Foster LJ, de Hoog CL, Zhang Y, Zhang Y, Xie X, Mootha VK, and Mann M.<​br ​/
-//Cell/125:187-99 (2006)+<em>Cell</em> ​125:187-99 (2006)</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.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 /> 
-Werfel J, Xie X and Seung HS.  \\ +Werfel J, Xie X and Seung HS.<​br ​/
-//Neural Computation/​/, 2005;​17:​2699-718+<em>Neural Computation</em>, 2005;​17:​2699-718</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.nature.com/​nature/​journal/​v438/​n7069/​pdf/​nature04338.pdf" rel="​nofollow"​ title="​http://​www.nature.com/​nature/​journal/​v438/​n7069/​pdf/​nature04338.pdf">​Genome sequence, comparative analysis and haplotype structure of the domestic dog </​a><​br /> 
-Lindblad-Toh K, Wade CM, et al.  \\ +Lindblad-Toh K, Wade CM, et al.<​br ​/
-//Nature/438:803-19 2005+<em>Nature</em> ​438:803-19 2005</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/​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 /> 
-Giallourakis C, Henson C, Reich M, Xie X, and Mootha VK.  \\ +Giallourakis C, Henson C, Reich M, Xie X, and Mootha VK.<br /> 
-//Annu. Rev. Genomics Hum. Genet./2005:​22:​381-406.+<em>Annu. Rev. Genomics Hum. Genet.</em> ​2005:​22:​381-406.</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/​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 /> 
-Xie X and Seung HS.  \\ +Xie X and Seung HS.<​br ​/
-//Phys Rev E//, 2004;​69:​041909+<em>Phys Rev E</em>, 2004;​69:​041909</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/​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 /> 
-Mootha VK, Handschin C, Arlow D, Xie X, St Pierre J et al.  \\ +Mootha VK, Handschin C, Arlow D, Xie X, St Pierre J et al.<br /> 
-//Proc Natl Acad Sci USA//, 2004;​101:​6570-5+<em>Proc Natl Acad Sci USA</em>, 2004;​101:​6570-5</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_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 /> 
-Xie X, Hahnloser RH, and Seung HS.  \\ +Xie X, Hahnloser RH, and Seung HS.<​br ​/
-//Physical Review E//, 2002;​66:​041902+<em>Physical Review E</em>, 2002;​66:​041902</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/​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 and Giese MA.  \\ +Xie X and Giese MA.<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>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  \\ +Giese MA and Xie X<​br ​/
-//​Neurocomputing/​2002;​44:​417-422+<em>Neurocomputing</em> ​2002;​44:​417-422</p>
  
-[[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/​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, Hahnloser HR, and Seung HS.  \\ +Xie X, Hahnloser HR, and Seung HS.<​br ​/
-//Advances in Neural Information Processing ​Systems//​2001;​13:​350-356+<em>Advances in Neural Information Processing ​</em><​em>​Systems<​/em>2001;​13:​350-356</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/​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 and Giese MA.  \\ +Xie X and Giese MA.<​br ​/
-//Advances in Neural Information Processing Systems//2002;​13:​325-332+<em>Advances in Neural Information Processing ​</​em><​em>​Systems</em>2002;​13:​325-332</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/​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, Hahnloser RH, and Seung HS.  \\ +Xie X, Hahnloser RH, and Seung HS.<​br ​/
-//Neural Computation/​/, 2002;​14:​2627-2646+<em>Neural Computation</em>, 2002;​14:​2627-2646</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/​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 and Seung HS.  \\ +Xie X and Seung HS.<​br ​/
-//Neural Computation/​/, 2003;​16:​441-454+<em>Neural Computation</em>, 2003;​16:​441-454</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/​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 \\ +Xie X<br /> 
-//Network: Comput. Neural Syst./2002;​13:​447-456+<em>Network: Comput. Neural Syst.</em> ​2002;​13:​447-456</​p>​ 
 + 
 +<​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 and Seung HS<br /> 
 +<​em>​Advances in Neural Information Processing Systems</​em>,​ 2000;​12:​199-205</​p>​ 
 +</​div>​
  
-[[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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