Guolin Ke
Guolin Ke
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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, 3148-3156, 2017
A communication-efficient parallel algorithm for decision tree
Q Meng, G Ke, T Wang, W Chen, Q Ye, ZM Ma, TY Liu
Advances in Neural Information Processing Systems, 1279-1287, 2016
DeepGBM: A deep learning framework distilled by GBDT for online prediction tasks
G Ke, Z Xu, J Zhang, J Bian, TY Liu
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
Deep subdomain adaptation network for image classification
Y Zhu, F Zhuang, J Wang, G Ke, J Chen, J Bian, H Xiong, Q He
IEEE transactions on neural networks and learning systems, 2020
Invertible image rescaling
M Xiao, S Zheng, C Liu, Y Wang, D He, G Ke, J Bian, Z Lin, TY Liu
European Conference on Computer Vision, 126-144, 2020
Rethinking Positional Encoding in Language Pre-training
G Ke, D He, TY Liu
arXiv preprint arXiv:2006.15595, 2020
Mc-bert: Efficient language pre-training via a meta controller
Z Xu, L Gong, G Ke, D He, S Zheng, L Wang, J Bian, TY Liu
arXiv preprint arXiv:2006.05744, 2020
Taking Notes on the Fly Helps BERT Pre-training
Q Wu, C Xing, Y Li, G Ke, D He, TY Liu
arXiv preprint arXiv:2008.01466, 2020
Transformers with Competitive Ensembles of Independent Mechanisms
A Lamb, D He, A Goyal, G Ke, CF Liao, M Ravanelli, Y Bengio
arXiv preprint arXiv:2103.00336, 2021
LazyFormer: Self Attention with Lazy Update
C Ying, G Ke, D He, TY Liu
arXiv preprint arXiv:2102.12702, 2021
Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder
S Lu, C Xiong, D He, G Ke, W Malik, Z Dou, P Bennett, T Liu, A Overwijk
arXiv preprint arXiv:2102.09206, 2021
Revisiting Language Encoding in Learning Multilingual Representations
S Luo, K Gao, S Zheng, G Ke, D He, L Wang, TY Liu
arXiv preprint arXiv:2102.08357, 2021
Light Multi-Segment Activation for Model Compression
Z Xu, G Ke, J Zhang, J Bian, TY Liu
AAAI, 6542-6549, 2020
LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm
Z Liu, G Ke, J Bian, T Liu
arXiv preprint arXiv:1908.09362, 2019
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