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Sinno Jialin Pan
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Cited by
Year
A survey on transfer learning
SJ Pan, Q Yang
IEEE Transactions on knowledge and data engineering 22 (10), 1345-1359, 2010
225692010
Domain adaptation via transfer component analysis
SJ Pan, IW Tsang, JT Kwok, Q Yang
IEEE Transactions on Neural Networks 22 (2), 199-210, 2011
42252011
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
10492018
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
9562010
Transfer Learning via Dimensionality Reduction.
SJ Pan, JT Kwok, Q Yang
AAAI 8, 677-682, 2008
8312008
Transfer defect learning
J Nam, SJ Pan, S Kim
2013 35th International Conference on Software Engineering (ICSE), 382-391, 2013
6462013
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
6182014
Learning to prune deep neural networks via layer-wise optimal brain surgeon
X Dong, S Chen, SJ Pan
Advances in Neural Information Processing Systems 30, 4857-4867, 2017
4512017
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
4442011
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
4132015
Recursive neural conditional random fields for aspect-based sentiment analysis
W Wang, SJ Pan, D Dahlmeier, X Xiao
EMNLP, 616-626, 2016
4122016
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
3802017
Transfer learning
Q Yang, Y Zhang, W Dai, SJ Pan
Cambridge University Press, 2020
3342020
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
2952016
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
2402015
Distant domain transfer learning
B Tan, Y Zhang, SJ Pan, Q Yang
Thirty-First AAAI Conference on Artificial Intelligence, 2017
2182017
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
2052012
Hybrid heterogeneous transfer learning through deep learning
JT Zhou, SJ Pan, IW Tsang, Y Yan
Twenty-eighth AAAI conference on artificial intelligence, 2014
1982014
Heterogeneous domain adaptation for multiple classes
JT Zhou, IW Tsang, SJ Pan, M Tan
Artificial Intelligence and Statistics, 1095-1103, 2014
1762014
A unified framework for metric transfer learning
Y Xu, SJ Pan, H Xiong, Q Wu, R Luo, H Min, H Song
IEEE Transactions on Knowledge and Data Engineering 29 (6), 1158-1171, 2017
1732017
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