Jian Peng

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Jianzhu MaTsinghua UniversityDirección de correo verificada de tsinghua.edu.cn
Jinbo XuProfessor, Toyota Technological Institute at ChicagoDirección de correo verificada de ttic.edu
Bonnie BergerMITDirección de correo verificada de mit.edu
Yunan LuoGeorgia Institute of TechnologyDirección de correo verificada de gatech.edu
Qiang LiuAssociate Professor of Computer Science, UT AustinDirección de correo verificada de cs.utexas.edu
Sheng WangZelixir BiotechDirección de correo verificada de zelixir.com
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisDirección de correo verificada de cs.uiuc.edu
Hyunghoon (Hoon) ChoYale UniversityDirección de correo verificada de yale.edu
Sheng WangAssistant Professor at University of WashingtonDirección de correo verificada de uw.edu
Deniz YorukogluMassachusetts Institute of TechnologyDirección de correo verificada de mit.edu
Zhiyong WangToyota Technological Institute at ChicagoDirección de correo verificada de ttic.edu
anne-claude gingrasLunenfeld-Tanenbaum Research Institute; University of TorontoDirección de correo verificada de lunenfeld.ca
Mikko TaipaleUniversity of TorontoDirección de correo verificada de utoronto.ca
Yun William YuAssociate Professor, Computational Biology, Carnegie Mellon UniversityDirección de correo verificada de cmu.edu
Morten KallbergIllumina incDirección de correo verificada de illumina.com
Alexander IhlerUniversity of California, IrvineDirección de correo verificada de ics.uci.edu
George TuckerGoogle DeepMindDirección de correo verificada de google.com
Hyungwon ChoiDirección de correo verificada de nus.edu.sg
Tamir HazanAssistant Professor, Technion - Israel Institute of TechnologyDirección de correo verificada de technion.ac.il
Jonathan CarlsonManaging Director, Health Futures, Microsoft ResearchDirección de correo verificada de microsoft.com

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Jian Peng

Helixon

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Machine Learning Drug Discovery Computational Biology


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Template-based protein structure modeling using the RaptorX web server M Källberg, H Wang, S Wang, J Peng, Z Wang, H Lu, J Xu Nature protocols 7 (8), 1511-1522, 2012	1961	2012
A community effort to assess and improve drug sensitivity prediction algorithms JC Costello, LM Heiser, E Georgii, M Gönen, MP Menden, NJ Wang, ... Nature biotechnology 32 (12), 1202-1212, 2014	818	2014
A network integration approach for drug-target interaction prediction and computational drug repositioning from heterogeneous information Y Luo, X Zhao, J Zhou, J Yang, Y Zhang, W Kuang, J Peng, L Chen, ... Nature communications 8 (1), 573, 2017	796	2017
Protein secondary structure prediction using deep convolutional neural fields S Wang, J Peng, J Ma, J Xu Scientific reports 6 (1), 1-11, 2016	710	2016
Widespread macromolecular interaction perturbations in human genetic disorders N Sahni, S Yi, M Taipale, JIF Bass, J Coulombe-Huntington, F Yang, ... Cell 161 (3), 647-660, 2015	603	2015
A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach Y Cai, K Guan, J Peng, S Wang, C Seifert, B Wardlow, Z Li Remote sensing of environment 210, 35-47, 2018	535	2018
Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches Y Cai, K Guan, D Lobell, AB Potgieter, S Wang, J Peng, T Xu, S Asseng, ... Agricultural and forest meteorology 274, 144-159, 2019	502	2019
A quantitative chaperone interaction network reveals the architecture of cellular protein homeostasis pathways M Taipale, G Tucker, J Peng, I Krykbaeva, ZY Lin, B Larsen, H Choi, ... Cell 158 (2), 434-448, 2014	464	2014
Empower sequence labeling with task-aware neural language model L Liu, J Shang, X Ren, F Xu, H Gui, J Peng, J Han Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018	457	2018
RaptorX: exploiting structure information for protein alignment by statistical inference J Peng, J Xu Proteins: Structure, Function, and Bioinformatics 79 (S10), 161-171, 2011	457	2011
High-resolution de novo structure prediction from primary sequence R Wu, F Ding, R Wang, R Shen, X Zhang, S Luo, C Su, Z Wu, Q Xie, ... BioRxiv, 2022.07. 21.500999, 2022	429	2022
Computational solutions for omics data B Berger, J Peng, M Singh Nature reviews genetics 14 (5), 333-346, 2013	425	2013
Variational Inference for Crowdsourcing Q Liu, J Peng, A Ihler Advances in Neural Information Processing Systems 25, 701-709, 2012	424	2012
A community computational challenge to predict the activity of pairs of compounds M Bansal, et al Nature Biotechnology, 2014	344	2014
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen MP Menden, D Wang, MJ Mason, B Szalai, KC Bulusu, Y Guan, T Yu, ... Nature communications 10 (1), 2674, 2019	325	2019
Selection bias at the heterosexual HIV-1 transmission bottleneck JM Carlson, M Schaefer, DC Monaco, R Batorsky, DT Claiborne, J Prince, ... Science 345 (6193), 1254031, 2014	298	2014
Compact integration of multi-network topology for functional analysis of genes H Cho, B Berger, J Peng Cell systems 3 (6), 540-548. e5, 2016	265	2016
Conditional neural fields J Peng, L Bo, J Xu NIPS 2009, 2009	229	2009
A 3D generative model for structure-based drug design S Luo, J Guan, J Ma, J Peng Advances in Neural Information Processing Systems 34, 6229-6239, 2021	222	2021
Protein structure alignment beyond spatial proximity S Wang, J Ma, J Peng, J Xu Scientific reports 3 (1), 1448, 2013	220	2013

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