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Tie-Yan Liu
Tie-Yan Liu
Distinguished Scientist, Microsoft Research | IEEE Fellow | ACM Fellow | AAIA Fellow
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Lightgbm: A highly efficient gradient boosting decision tree
G Ke, Q Meng, T Finley, T Wang, W Chen, W Ma, Q Ye, TY Liu
Advances in neural information processing systems 30, 2017
56192017
Learning to rank for information retrieval
TY Liu
Foundations and Trends« in Information Retrieval 3 (3), 225-331, 2009
34912009
Learning to rank: from pairwise approach to listwise approach
Z Cao, T Qin, TY Liu, MF Tsai, H Li
Proceedings of the 24th international conference on Machine learning, 129-136, 2007
21482007
Dual learning for machine translation
D He, Y Xia, T Qin, L Wang, N Yu, TY Liu, WY Ma
Advances in neural information processing systems 29, 2016
8532016
Mass: Masked sequence to sequence pre-training for language generation
K Song, X Tan, T Qin, J Lu, TY Liu
arXiv preprint arXiv:1905.02450, 2019
7242019
Listwise approach to learning to rank: theory and algorithm
F Xia, TY Liu, J Wang, W Zhang, H Li
Proceedings of the 25th international conference on Machine learning, 1192-1199, 2008
7162008
Adapting ranking SVM to document retrieval
Y Cao, J Xu, TY Liu, H Li, Y Huang, HW Hon
Proceedings of the 29th annual international ACM SIGIR conference oná…, 2006
6682006
Learning deep representations for graph clustering
F Tian, B Gao, Q Cui, E Chen, TY Liu
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
5812014
Fastspeech: Fast, robust and controllable text to speech
Y Ren, Y Ruan, X Tan, T Qin, S Zhao, Z Zhao, TY Liu
Advances in Neural Information Processing Systems 32, 2019
5412019
Neural architecture optimization
R Luo, F Tian, T Qin, E Chen, TY Liu
Advances in neural information processing systems 31, 2018
5192018
LETOR: A benchmark collection for research on learning to rank for information retrieval
T Qin, TY Liu, J Xu, H Li
Information Retrieval 13 (4), 346-374, 2010
5122010
Achieving human parity on automatic chinese to english news translation
H Hassan, A Aue, C Chen, V Chowdhary, J Clark, C Federmann, X Huang, ...
arXiv preprint arXiv:1803.05567, 2018
5102018
Fastspeech 2: Fast and high-quality end-to-end text to speech
Y Ren, C Hu, X Tan, T Qin, S Zhao, Z Zhao, TY Liu
arXiv preprint arXiv:2006.04558, 2020
4272020
Sequential click prediction for sponsored search with recurrent neural networks
Y Zhang, H Dai, C Xu, J Feng, T Wang, J Bian, B Wang, TY Liu
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
3382014
Feature selection for ranking
X Geng, TY Liu, T Qin, H Li
Proceedings of the 30th annual international ACM SIGIR conference oná…, 2007
3282007
Support vector machines classification with a very large-scale taxonomy
TY Liu, Y Yang, H Wan, HJ Zeng, Z Chen, WY Ma
Acm Sigkdd Explorations Newsletter 7 (1), 36-43, 2005
3222005
On layer normalization in the transformer architecture
R Xiong, Y Yang, D He, K Zheng, S Zheng, C Xing, H Zhang, Y Lan, ...
International Conference on Machine Learning, 10524-10533, 2020
2742020
Incorporating bert into neural machine translation
J Zhu, Y Xia, L Wu, D He, T Qin, W Zhou, H Li, TY Liu
arXiv preprint arXiv:2002.06823, 2020
2692020
Introducing LETOR 4.0 datasets
T Qin, TY Liu
arXiv preprint arXiv:1306.2597, 2013
2652013
A theoretical analysis of NDCG ranking measures
Y Wang, L Wang, Y Li, D He, W Chen, TY Liu
Proceedings of the 26th annual conference on learning theory (COLT 2013) 8, 6, 2013
2632013
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