Yu-Feng Li
Yu-Feng Li
Verified email at nju.edu.cn - Homepage
Title
Cited by
Cited by
Year
Multi-instance multi-label learning
ZH Zhou, ML Zhang, SJ Huang, YF Li
Artificial Intelligence, 2012
867*2012
Multi-instance learning by treating instances as non-iid samples
ZH Zhou, YY Sun, YF Li
Proceedings of the 26th annual international conference on machine learning …, 2009
4512009
Nyström method vs random fourier features: A theoretical and empirical comparison
T Yang, YF Li, M Mahdavi, R Jin, ZH Zhou
Advances in neural information processing systems 25, 476-484, 2012
3152012
Towards making unlabeled data never hurt
YF Li, ZH Zhou
IEEE transactions on pattern analysis and machine intelligence 37 (1), 175-188, 2014
3072014
Towards making unlabeled data never hurt
YF Li, ZH Zhou
Proceedings of the twenty eighth international conference on machine …, 2011
3072011
Tighter and convex maximum margin clustering
YF Li, IW Tsang, J Kwok, ZH Zhou
Artificial Intelligence and Statistics, 344-351, 2009
1462009
Taking human out of learning applications: A survey on automated machine learning
Q Yao, M Wang, Y Chen, W Dai, YF Li, WW Tu, Q Yang, Y Yu
arXiv preprint arXiv:1810.13306, 2018
1322018
Semi-supervised learning using label mean
YF Li, JT Kwok, ZH Zhou
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
1172009
A convex method for locating regions of interest with multi-instance learning
YF Li, JT Kwok, IW Tsang, ZH Zhou
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2009
1042009
Convex and scalable weakly labeled SVMs.
YF Li, IW Tsang, JT Kwok, ZH Zhou
Journal of Machine Learning Research 14 (7), 2013
1002013
Cost-sensitive semi-supervised support vector machine
YF Li, JTY Kwok, ZH Zhou
Proceedings of the National Conference on Artificial Intelligence 1, 500, 2010
972010
Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection
YF Li, ZH Zhou
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
672011
Diversity regularized machine
Y Yu, YF Li, ZH Zhou
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
632011
Learning instance specific distances using metric propagation
DC Zhan, M Li, YF Li, ZH Zhou
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
602009
Kernelized matrix factorization for collaborative filtering
X Liu, C Aggarwal, YF Li, X Kong, X Sun, S Sathe
Proceedings of the 2016 SIAM International Conference on Data Mining, 378-386, 2016
502016
Towards discovering what patterns trigger what labels
YF Li, JH Hu, J Yuan, ZH Zhou
Proceedings of the 26th AAAI Conference on Artificial Intelligence, 2012
492012
Improved bounds for the Nyström method with application to kernel classification
R Jin, T Yang, M Mahdavi, YF Li, ZH Zhou
IEEE Transactions on Information Theory 59 (10), 6939-6949, 2013
452013
Taking human out of learning applications: A survey on automated machine learning
Y Quanming, W Mengshuo, JE Hugo, G Isabelle, H Yi-Qi, L Yu-Feng, ...
arXiv preprint arXiv:1810.13306, 34, 2018
422018
Learning safe prediction for semi-supervised regression
YF Li, HW Zha, ZH Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
412017
Safe semi-supervised learning: a brief introduction.
YF Li, DM Liang
Frontiers Comput. Sci. 13 (4), 669-676, 2019
362019
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Articles 1–20