Jinbo Xu, Ph.D. - Publications

Affiliations: 
2003 University of Waterloo, Waterloo, ON, Canada 
Area:
Computer Science

85 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Jing X, Wu F, Luo X, Xu J. Single-sequence protein structure prediction by integrating protein language models. Proceedings of the National Academy of Sciences of the United States of America. 121: e2308788121. PMID 38507445 DOI: 10.1073/pnas.2308788121  0.477
2023 Wu F, Wu L, Radev D, Xu J, Li SZ. Integration of pre-trained protein language models into geometric deep learning networks. Communications Biology. 6: 876. PMID 37626165 DOI: 10.1038/s42003-023-05133-1  0.363
2023 Chen B, Xie Z, Qiu J, Ye Z, Xu J, Tang J. Improved the heterodimer protein complex prediction with protein language models. Briefings in Bioinformatics. PMID 37328552 DOI: 10.1093/bib/bbad221  0.363
2023 McPartlon M, Xu J. An end-to-end deep learning method for protein side-chain packing and inverse folding. Proceedings of the National Academy of Sciences of the United States of America. 120: e2216438120. PMID 37253017 DOI: 10.1073/pnas.2216438120  0.357
2022 Wu F, Jing X, Luo X, Xu J. Improving protein structure prediction using templates and sequence embedding. Bioinformatics (Oxford, England). PMID 36355462 DOI: 10.1093/bioinformatics/btac723  0.446
2022 Kong L, Ju F, Zheng WM, Zhu J, Sun S, Xu J, Bu D. ProALIGN: Directly Learning Alignments for Protein Structure Prediction via Exploiting Context-Specific Alignment Motifs. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. PMID 35073170 DOI: 10.1089/cmb.2021.0430  0.495
2022 Lai B, Xu J. Accurate protein function prediction via graph attention networks with predicted structure information. Briefings in Bioinformatics. 23. PMID 34882195 DOI: 10.1093/bib/bbab502  0.475
2021 Jing X, Xu J. Fast and effective protein model refinement using deep graph neural networks. Nature Computational Science. 1: 462-469. PMID 35321360 DOI: 10.1038/s43588-021-00098-9  0.396
2021 Tran NH, Xu J, Li M. A tale of solving two computational challenges in protein science: neoantigen prediction and protein structure prediction. Briefings in Bioinformatics. PMID 34891158 DOI: 10.1093/bib/bbab493  0.384
2021 Xie Z, Xu J. Deep graph learning of inter-protein contacts. Bioinformatics (Oxford, England). PMID 34755837 DOI: 10.1093/bioinformatics/btab761  0.407
2021 Xu J, Mcpartlon M, Li J. Improved protein structure prediction by deep learning irrespective of co-evolution information. Nature Machine Intelligence. 3: 601-609. PMID 34368623 DOI: 10.1038/s42256-021-00348-5  0.452
2021 Li J, Xu J. Study of Real-Valued Distance Prediction for Protein Structure Prediction with Deep Learning. Bioinformatics (Oxford, England). PMID 33961022 DOI: 10.1093/bioinformatics/btab333  0.363
2021 Wu F, Xu J. Deep template-based protein structure prediction. Plos Computational Biology. 17: e1008954. PMID 33939695 DOI: 10.1371/journal.pcbi.1008954  0.44
2020 Jing X, Xu J. Improved Protein Model Quality Assessment By Integrating Sequential And Pairwise Features Using Deep Learning. Bioinformatics (Oxford, England). PMID 33325480 DOI: 10.1093/bioinformatics/btaa1037  0.34
2020 Jing X, Zeng H, Wang S, Xu J. A Web-Based Protocol for Interprotein Contact Prediction by Deep Learning. Methods in Molecular Biology (Clifton, N.J.). 2074: 67-80. PMID 31583631 DOI: 10.1007/978-1-4939-9873-9_6  0.528
2019 Xu J, Wang S. Analysis of distance-based protein structure prediction by deep learning in CASP13. Proteins. PMID 31471916 DOI: 10.1002/Prot.25810  0.424
2019 Xu J. Distance-based protein folding powered by deep learning. Proceedings of the National Academy of Sciences of the United States of America. PMID 31399549 DOI: 10.1073/Pnas.1821309116  0.53
2018 Hashemifar S, Neyshabur B, Khan AA, Xu J. Predicting protein-protein interactions through sequence-based deep learning. Bioinformatics (Oxford, England). 34: i802-i810. PMID 30423091 DOI: 10.1093/Bioinformatics/Bty573  0.486
2018 Wang S, Fei S, Wang Z, Li Y, Xu J, Zhao F, Gao X. PredMP: a web server for de novo prediction and visualization of membrane proteins. Bioinformatics (Oxford, England). PMID 30084960 DOI: 10.1093/Bioinformatics/Bty684  0.446
2018 Zhu J, Wang S, Bu D, Xu J. Protein threading using residue co-variation and deep learning. Bioinformatics (Oxford, England). 34: i263-i273. PMID 29949980 DOI: 10.1093/bioinformatics/bty278  0.479
2018 Zeng H, Wang S, Zhou T, Zhao F, Li X, Wu Q, Xu J. ComplexContact: a web server for inter-protein contact prediction using deep learning. Nucleic Acids Research. PMID 29790960 DOI: 10.1093/Nar/Gky420  0.512
2018 Gao Y, Wang S, Deng M, Xu J. RaptorX-Angle: real-value prediction of protein backbone dihedral angles through a hybrid method of clustering and deep learning. Bmc Bioinformatics. 19: 100. PMID 29745828 DOI: 10.1186/S12859-018-2065-X  0.491
2018 Ching T, Himmelstein DS, Beaulieu-Jones BK, Kalinin AA, Do BT, Way GP, Ferrero E, Agapow PM, Zietz M, Hoffman MM, Xie W, Rosen GL, Lengerich BJ, Israeli J, Lanchantin J, ... ... Xu J, et al. Opportunities and obstacles for deep learning in biology and medicine. Journal of the Royal Society, Interface. 15. PMID 29618526 DOI: 10.1098/Rsif.2017.0387  0.302
2017 Wozniak PP, Konopka BM, Xu J, Vriend G, Kotulska M. Forecasting residue-residue contact prediction accuracy. Bioinformatics (Oxford, England). PMID 29036497 DOI: 10.1093/Bioinformatics/Btx416  0.477
2017 Wang S, Li Z, Yu Y, Xu J. Folding Membrane Proteins by Deep Transfer Learning. Cell Systems. 5: 202-211.e3. PMID 28957654 DOI: 10.1016/J.Cels.2017.09.001  0.472
2017 Wang S, Sun S, Xu J. Analysis of deep learning methods for blind protein contact prediction in CASP12. Proteins. PMID 28845538 DOI: 10.1002/Prot.25377  0.477
2017 Wang S, Sun S, Li Z, Zhang R, Xu J. Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model. Plos Computational Biology. 13: e1005324. PMID 28056090 DOI: 10.1371/Journal.Pcbi.1005324  0.533
2017 Wang S, Xu J. De Novo Protein Structure Prediction by Big Data and Deep Learning Biophysical Journal. 112: 55a. DOI: 10.1016/J.Bpj.2016.11.334  0.496
2016 Wang S, Ma J, Xu J. AUCpreD: proteome-level protein disorder prediction by AUC-maximized deep convolutional neural fields. Bioinformatics (Oxford, England). 32: i672-i679. PMID 27587688 DOI: 10.1093/Bioinformatics/Btw446  0.446
2016 Hashemifar S, Ma J, Naveed H, Canzar S, Xu J. ModuleAlign: module-based global alignment of protein-protein interaction networks. Bioinformatics (Oxford, England). 32: i658-i664. PMID 27587686 DOI: 10.1093/Bioinformatics/Btw447  0.447
2016 Hashemifar S, Huang Q, Xu J. Joint Alignment of Multiple Protein-Protein Interaction Networks via Convex Optimization. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. PMID 27428933 DOI: 10.1089/Cmb.2016.0025  0.428
2016 Wang S, Li W, Liu S, Xu J. RaptorX-Property: a web server for protein structure property prediction. Nucleic Acids Research. PMID 27112573 DOI: 10.1093/Nar/Gkw306  0.479
2016 Wang S, Li W, Zhang R, Liu S, Xu J. CoinFold: a web server for protein contact prediction and contact-assisted protein folding. Nucleic Acids Research. PMID 27112569 DOI: 10.1093/Nar/Gkw307  0.488
2016 Wang S, Peng J, Ma J, Xu J. Protein Secondary Structure Prediction Using Deep Convolutional Neural Fields. Scientific Reports. 6: 18962. PMID 26752681 DOI: 10.1038/Srep18962  0.615
2015 Ma J, Wang S, Wang Z, Xu J. Protein Contact Prediction by Integrating Joint Evolutionary Coupling Analysis and Supervised Learning. Bioinformatics (Oxford, England). PMID 26275894 DOI: 10.1093/Bioinformatics/Btv472  0.506
2015 Xie B, Agam G, Balasubramanian S, Xu J, Gilliam TC, Maltsev N, Börnigen D. Disease gene prioritization using network and feature. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 22: 313-23. PMID 25844670 DOI: 10.1089/Cmb.2015.0001  0.313
2015 Wang S, Xu J, Zeng J. Inferential modeling of 3D chromatin structure. Nucleic Acids Research. 43: e54. PMID 25690896 DOI: 10.1093/Nar/Gkv100  0.325
2014 Dubchak I, Balasubramanian S, Wang S, Meyden C, Sulakhe D, Poliakov A, Börnigen D, Xie B, Taylor A, Ma J, Paciorkowski AR, Mirzaa GM, Dave P, Agam G, Xu J, et al. An integrative computational approach for prioritization of genomic variants. Plos One. 9: e114903. PMID 25506935 DOI: 10.1371/Journal.Pone.0114903  0.303
2014 Hashemifar S, Xu J. HubAlign: an accurate and efficient method for global alignment of protein-protein interaction networks. Bioinformatics (Oxford, England). 30: i438-44. PMID 25161231 DOI: 10.1093/Bioinformatics/Btu450  0.416
2014 Ma J, Wang S, Wang Z, Xu J. MRFalign: protein homology detection through alignment of Markov random fields. Plos Computational Biology. 10: e1003500. PMID 24675572 DOI: 10.1371/Journal.Pcbi.1003500  0.502
2014 Källberg M, Margaryan G, Wang S, Ma J, Xu J. RaptorX server: a resource for template-based protein structure modeling. Methods in Molecular Biology (Clifton, N.J.). 1137: 17-27. PMID 24573471 DOI: 10.1007/978-1-4939-0366-5_2  0.541
2013 Wang Z, Xu J. Predicting protein contact map using evolutionary and physical constraints by integer programming. Bioinformatics (Oxford, England). 29: i266-73. PMID 23812992 DOI: 10.1093/Bioinformatics/Btt211  0.431
2013 Ma J, Wang S, Zhao F, Xu J. Protein threading using context-specific alignment potential. Bioinformatics (Oxford, England). 29: i257-65. PMID 23812991 DOI: 10.7490/F1000Research.1094039.1  0.451
2013 Wang S, Ma J, Peng J, Xu J. Protein structure alignment beyond spatial proximity. Scientific Reports. 3: 1448. PMID 23486213 DOI: 10.7490/F1000Research.1093698.1  0.599
2012 Hosur R, Peng J, Vinayagam A, Stelzl U, Xu J, Perrimon N, Bienkowska J, Berger B. A computational framework for boosting confidence in high-throughput protein-protein interaction datasets. Genome Biology. 13: R76. PMID 22937800 DOI: 10.1186/Gb-2012-13-8-R76  0.596
2012 Källberg M, Wang H, Wang S, Peng J, Wang Z, Lu H, Xu J. Template-based protein structure modeling using the RaptorX web server. Nature Protocols. 7: 1511-22. PMID 22814390 DOI: 10.1038/Nprot.2012.085  0.621
2012 Ma J, Peng J, Wang S, Xu J. A conditional neural fields model for protein threading. Bioinformatics (Oxford, England). 28: i59-66. PMID 22689779 DOI: 10.7490/F1000Research.1093699.1  0.51
2012 Zhao F, Xu J. A position-specific distance-dependent statistical potential for protein structure and functional study. Structure (London, England : 1993). 20: 1118-26. PMID 22608968 DOI: 10.1016/J.Str.2012.04.003  0.353
2012 Adhikari AN, Peng J, Wilde M, Xu J, Freed KF, Sosnick TR. Modeling large regions in proteins: applications to loops, termini, and folding. Protein Science : a Publication of the Protein Society. 21: 107-21. PMID 22095743 DOI: 10.1002/Pro.767  0.619
2011 Peng J, Xu J. RaptorX: exploiting structure information for protein alignment by statistical inference. Proteins. 79: 161-71. PMID 21987485 DOI: 10.1002/Prot.23175  0.604
2011 Wang Z, Zhao F, Peng J, Xu J. Protein 8-class secondary structure prediction using conditional neural fields Proteomics. 11: 3786-3792. PMID 21805636 DOI: 10.1002/Pmic.201100196  0.615
2011 Wang S, Peng J, Xu J. Alignment of distantly related protein structures: algorithm, bound and implications to homology modeling. Bioinformatics (Oxford, England). 27: 2537-45. PMID 21791532 DOI: 10.1093/Bioinformatics/Btr432  0.635
2011 Li SC, Bu D, Xu J, Li M. Finding nearly optimal GDT scores. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 18: 693-704. PMID 21554017 DOI: 10.1089/Cmb.2010.0123  0.366
2011 Peng J, Xu J. A multiple-template approach to protein threading. Proteins. 79: 1930-9. PMID 21465564 DOI: 10.1002/Prot.23016  0.615
2011 Hosur R, Xu J, Bienkowska J, Berger B. iWRAP: An interface threading approach with application to prediction of cancer-related protein-protein interactions. Journal of Molecular Biology. 405: 1295-310. PMID 21130772 DOI: 10.1016/J.Jmb.2010.11.025  0.466
2011 Wang S, Peng J, Xu J. 3DCOMB: Alignment of distantly-related protein structures F1000research. 2. DOI: 10.7490/F1000Research.2059.1  0.584
2010 Zhao F, Peng J, Debartolo J, Freed KF, Sosnick TR, Xu J. A probabilistic and continuous model of protein conformational space for template-free modeling. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 17: 783-98. PMID 20583926 DOI: 10.1089/Cmb.2009.0235  0.588
2010 Zhao F, Peng J, Xu J. Fragment-free approach to protein folding using conditional neural fields. Bioinformatics (Oxford, England). 26: i310-7. PMID 20529922 DOI: 10.1093/Bioinformatics/Btq193  0.609
2010 Peng J, Xu J. Low-homology protein threading. Bioinformatics (Oxford, England). 26: i294-300. PMID 20529920 DOI: 10.7490/F1000Research.320.1  0.56
2010 Singh R, Park D, Xu J, Hosur R, Berger B. Struct2Net: a web service to predict protein-protein interactions using a structure-based approach. Nucleic Acids Research. 38: W508-15. PMID 20513650 DOI: 10.1093/Nar/Gkq481  0.499
2010 DeBartolo J, Hocky G, Wilde M, Xu J, Freed KF, Sosnick TR. Protein structure prediction enhanced with evolutionary diversity: SPEED. Protein Science : a Publication of the Protein Society. 19: 520-34. PMID 20066664 DOI: 10.1002/Pro.330  0.551
2010 Zhao F, Peng J, Xu J. Efficient fragment-free approach to protein folding F1000research. 1. DOI: 10.7490/F1000Research.312.1  0.522
2009 Zhao F, Peng J, Debartolo J, Freed KF, Sosnick TR, Xu J. A Probabilistic Graphical Model for Ab Initio Folding. Research in Computational Molecular Biology : ... Annual International Conference, Recomb ... : Proceedings. Recomb (Conference : 2005-). 5541: 59-73. PMID 23459639 DOI: 10.1007/978-3-642-02008-7_5  0.569
2009 Peng J, Xu J. Boosting Protein Threading Accuracy. Research in Computational Molecular Biology : ... Annual International Conference, Recomb ... : Proceedings. Recomb (Conference : 2005-). 5541: 31-45. PMID 22506254 DOI: 10.1007/978-3-642-02008-7_3  0.525
2009 Gao X, Xu J, Li SC, Li M. Predicting local quality of a sequence-structure alignment. Journal of Bioinformatics and Computational Biology. 7: 789-810. PMID 19785046 DOI: 10.1142/S0219720009004345  0.484
2009 Xu J, Peng J, Zhao F. Template-based and free modeling by RAPTOR++ in CASP8. Proteins. 77: 133-7. PMID 19722267 DOI: 10.1002/Prot.22567  0.562
2009 Gao X, Bu D, Xu J, Li M. Improving consensus contact prediction via server correlation reduction. Bmc Structural Biology. 9: 28. PMID 19419562 DOI: 10.1186/1472-6807-9-28  0.49
2009 Bu D, Li M, Li SC, Qian J, Xu J. Finding compact structural motifs Theoretical Computer Science. 410: 2834-2839. DOI: 10.1016/J.Tcs.2009.03.023  0.423
2008 Singh R, Xu J, Berger B. Global alignment of multiple protein interaction networks with application to functional orthology detection. Proceedings of the National Academy of Sciences of the United States of America. 105: 12763-8. PMID 18725631 DOI: 10.1073/Pnas.0806627105  0.387
2008 Li SC, Bu D, Xu J, Li M. Fragment-HMM: a new approach to protein structure prediction. Protein Science : a Publication of the Protein Society. 17: 1925-34. PMID 18723665 DOI: 10.1110/Ps.036442.108  0.481
2008 Li SC, Bu D, Gao X, Xu J, Li M. Designing succinct structural alphabets. Bioinformatics (Oxford, England). 24: i182-9. PMID 18586712 DOI: 10.1093/bioinformatics/btn165  0.312
2008 Zhao F, Li S, Sterner BW, Xu J. Discriminative learning for protein conformation sampling. Proteins. 73: 228-40. PMID 18412258 DOI: 10.1002/Prot.22057  0.511
2008 Singh R, Xu J, Berger B. Global alignment of multiple protein interaction networks. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 303-14. PMID 18229695  0.309
2008 Xu J, Jiao F, Yu L. Protein structure prediction using threading. Methods in Molecular Biology (Clifton, N.J.). 413: 91-121. PMID 18075163 DOI: 10.1007/978-1-59745-574-9_4  0.524
2007 Gao X, Bu D, Li SC, Xu J, Li M. FragQA: predicting local fragment quality of a sequence-structure alignment. Genome Informatics. International Conference On Genome Informatics. 19: 27-39. PMID 18546502 DOI: 10.11234/Gi1990.19.27  0.486
2007 Gao X, Bu D, Li SC, Li M, Xu J. Consensus contact prediction by linear programming. Computational Systems Bioinformatics / Life Sciences Society. Computational Systems Bioinformatics Conference. 6: 323-34. PMID 17951835  0.349
2007 Xu J, Jiao F, Berger B. A parameterized algorithm for protein structure alignment. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 14: 564-77. PMID 17683261 DOI: 10.1089/Cmb.2007.R003  0.456
2006 Jiao F, Xu J, Yu L, Schuurmans D. Protein fold recognition using the gradient boost algorithm. Computational Systems Bioinformatics / Life Sciences Society. Computational Systems Bioinformatics Conference. 43-53. PMID 17369624  0.374
2006 Singh R, Xu J, Berger B. Struct2net: integrating structure into protein-protein interaction prediction. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 403-14. PMID 17094256  0.448
2006 Xu J, Berger B. Fast and accurate algorithms for protein side-chain packing Journal of the Acm (Jacm). 53: 533-557. DOI: 10.1145/1162349.1162350  0.446
2005 Xu J. Fold recognition by predicted alignment accuracy. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 2: 157-65. PMID 17044180 DOI: 10.1109/Tcbb.2005.24  0.441
2005 Tang T, Xu J, Li M. Discovering sequence-structure motifs from protein segments and two applications. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 370-81. PMID 15759642  0.35
2004 Xu J, Li M, Xu Y. Protein Threading by Linear Programming: Theoretical Analysis and Computational Results Journal of Combinatorial Optimization. 8: 403-418. DOI: 10.1007/S10878-004-4834-X  0.385
2003 Xu J, Li M, Kim D, Xu Y. RAPTOR: optimal protein threading by linear programming. Journal of Bioinformatics and Computational Biology. 1: 95-117. PMID 15290783 DOI: 10.1142/S0219720003000186  0.402
2003 Xu J, Li M. Assessment of RAPTOR's linear programming approach in CAFASP3. Proteins. 53: 579-84. PMID 14579349 DOI: 10.1002/Prot.10531  0.35
Show low-probability matches.