Sinno Jialin Pan

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Qiang Yang (杨强）Chief AI Officer@WeBank, Chair Prof.@HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk
Ivor W. TsangResearch Director & Professor, Australian AI Institute, University of Technology SydneyVerified email at uts.edu.au
Wenya WangNanyang Technological UniversityVerified email at e.ntu.edu.sg
James T. KwokProfessor of Computer Science and Engineering, Hong Kong University of Science and TechnologyVerified email at cse.ust.hk
Joey Tianyi ZhouSenior Scientist/Group Manager, Institute of High Performance ComputingVerified email at ihpc.a-star.edu.sg
Vincent W. ZhengADSC, SingaporeVerified email at adsc.com.sg
Junfeng PanFacebook, Inc.Verified email at csail.mit.edu
Zhongqi LuHong Kong University of Science and TechnologyVerified email at cse.ust.hk
Daniel DahlmeierSAP SEVerified email at sap.com
Fuzhen Zhuang (庄福振)Professor at Institute of Artificial Intelligence, Beihang UniversityVerified email at buaa.edu.cn
He QingInstitute of Computing Technology,Chinese Academy of SciencesVerified email at ict.ac.cn
Jian-Tao SunPrincipal Applied Science Manager of BingVerified email at microsoft.com
Yin Zhu (朱寅)Hong Kong University of Science and TechnologyVerified email at connect.ust.hk
Ping LUOInstitute of Computing Technology, CASVerified email at ict.ac.cn
Chen ShangyuPhD candidate, Nanyang Technological UniveristyVerified email at e.ntu.edu.sg
Haoliang LiAssistant Professor, Department of Electrical Engineering, City University of Hong KongVerified email at cityu.edu.hk
Alex KotNanyang Technological UniversityVerified email at ntu.edu.sg
Yu ZhangAssociate Professor, Southern University of Science and TechnologyVerified email at sustech.edu.cn
Jun Luo (罗骏)Associate Professor of Computer Science, Nanyang Technological University, SingaporeVerified email at ntu.edu.sg
Xiaokui XiaoNational University of SingaporeVerified email at nus.edu.sg

Sinno Jialin Pan

Nanyang Technological University, Singapore

Verified email at ntu.edu.sg - Homepage

Transfer Learning Artificial Intelligence Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A survey on transfer learning SJ Pan, Q Yang IEEE Transactions on knowledge and data engineering 22 (10), 1345-1359, 2010	13564	2010
Domain adaptation via transfer component analysis SJ Pan, IW Tsang, JT Kwok, Q Yang IEEE Transactions on Neural Networks 22 (2), 199-210, 2011	2562	2011
Cross-domain sentiment classification via spectral feature alignment SJ Pan, X Ni, JT Sun, Q Yang, Z Chen Proceedings of the 19th international conference on World wide web, 751-760, 2010	796	2010
Transfer Learning via Dimensionality Reduction. SJ Pan, JT Kwok, Q Yang AAAI 8, 677-682, 2008	651	2008
Transfer defect learning J Nam, SJ Pan, S Kim 2013 35th International Conference on Software Engineering (ICSE), 382-391, 2013	418	2013
Adaptation regularization: A general framework for transfer learning M Long, J Wang, G Ding, SJ Pan, SY Philip IEEE Transactions on Knowledge and Data Engineering 26 (5), 1076-1089, 2014	412	2014
Heterogeneous transfer learning for image classification Y Zhu, Y Chen, Z Lu, SJ Pan, GR Xue, Y Yu, Q Yang Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011	311	2011
Domain generalization with adversarial feature learning H Li, SJ Pan, S Wang, AC Kot Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018	269	2018
Recursive neural conditional random fields for aspect-based sentiment analysis W Wang, SJ Pan, D Dahlmeier, X Xiao EMNLP, 616-626, 2016	218	2016
Supervised representation learning: Transfer learning with deep autoencoders F Zhuang, X Cheng, P Luo, SJ Pan, Q He Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015	215	2015
Learning to prune deep neural networks via layer-wise optimal brain surgeon X Dong, S Chen, S Pan Advances in Neural Information Processing Systems 30, 4857-4867, 2017	212	2017
Coupled multi-layer attentions for co-extraction of aspect and opinion terms W Wang, SJ Pan, D Dahlmeier, X Xiao Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017	191	2017
Hydra: Massively compositional model for cross-project defect prediction X Xia, D Lo, SJ Pan, N Nagappan, X Wang IEEE Transactions on software Engineering 42 (10), 977-998, 2016	182	2016
Cross-domain co-extraction of sentiment and topic lexicons F Li, SJ Pan, O Jin, Q Yang, X Zhu Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012	168	2012
Short and sparse text topic modeling via self-aggregation X Quan, C Kit, Y Ge, SJ Pan Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015	157	2015
Hybrid heterogeneous transfer learning through deep learning JT Zhou, SJ Pan, IW Tsang, Y Yan Twenty-eighth AAAI conference on artificial intelligence, 2014	144	2014
Adaptive localization in a dynamic WiFi environment through multi-view learning SJ Pan, JT Kwok, Q Yang, JJ Pan AAAI, 1108-1113, 2007	142	2007
Estimating location using wi-fi Q Yang, SJ Pan, VW Zheng IEEE Computer Society, 2008	141	2008
Tracking mobile users in wireless networks via semi-supervised colocalization JJ Pan, SJ Pan, J Yin, LM Ni, Q Yang IEEE transactions on pattern analysis and machine intelligence 34 (3), 587-600, 2012	136	2012
Transfer learning for wifi-based indoor localization SJ Pan, VW Zheng, Q Yang, DH Hu Association for the advancement of artificial intelligence (AAAI) workshop 6, 2008	125	2008

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