A survey on transfer learning SJ Pan, Q Yang IEEE Transactions on knowledge and data engineering 22 (10), 1345-1359, 2010 | 24623 | 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 | 4714 | 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 | 1262 | 2018 |
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 | 977 | 2010 |
Transfer Learning via Dimensionality Reduction. SJ Pan, JT Kwok, Q Yang AAAI 8, 677-682, 2008 | 859 | 2008 |
Transfer defect learning J Nam, SJ Pan, S Kim 2013 35th International Conference on Software Engineering (ICSE), 382-391, 2013 | 700 | 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 | 670 | 2014 |
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 | 518 | 2017 |
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 | 477 | 2011 |
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 | 450 | 2015 |
Recursive neural conditional random fields for aspect-based sentiment analysis W Wang, SJ Pan, D Dahlmeier, X Xiao EMNLP, 616-626, 2016 | 446 | 2016 |
Transfer learning Q Yang, Y Zhang, W Dai, SJ Pan Cambridge University Press, 2020 | 437 | 2020 |
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 | 436 | 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 | 326 | 2016 |
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 | 254 | 2015 |
Distant domain transfer learning B Tan, Y Zhang, SJ Pan, Q Yang Thirty-First AAAI Conference on Artificial Intelligence, 2017 | 229 | 2017 |
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 | 216 | 2012 |
Hybrid heterogeneous transfer learning through deep learning JT Zhou, SJ Pan, IW Tsang, Y Yan Twenty-eighth AAAI conference on artificial intelligence, 2014 | 210 | 2014 |
Heterogeneous domain adaptation for multiple classes JT Zhou, IW Tsang, SJ Pan, M Tan Artificial Intelligence and Statistics, 1095-1103, 2014 | 189 | 2014 |
Adarnn: Adaptive learning and forecasting of time series Y Du, J Wang, W Feng, S Pan, T Qin, R Xu, C Wang Proceedings of the 30th ACM International Conference on Information …, 2021 | 185 | 2021 |