Qi Meng

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

R-Drop: Regularized Dropout for Neural Networks

Xiaobo Liang, Lijun Wu, Juntao Li et al. · arXiv (Cornell University) · 2021 · 306 citations · Full text

Natural Language Processing, Deep Neural Networks, Engineering +12

Asynchronous Stochastic Gradient Descent with Delay Compensation

Shuxin Zheng, Qi Meng, Taifeng Wang et al. · arXiv (Cornell University) · 2016 · 160 citations · Full text

Delay Compensation, Time Delay System, Engineering +14

A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Taifeng Wang et al. · Neural Information Processing Systems · 2017 · 123 citations

Artificial Intelligence, Engineering, Machine Learning +19

Convergence analysis of distributed stochastic gradient descent with shuffling

Qi Meng, Wei Chen, Yue Wang et al. · Neurocomputing · 2019 · 97 citations

Engineering, Machine Learning, Stochastic Optimization +4