Qiwei Ye
Qiwei Ye
Beijing Academy of Artificial Intelligence
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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, 3146-3154, 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 29, 2016
Suphx: Mastering mahjong with deep reinforcement learning
J Li, S Koyamada, Q Ye, G Liu, C Wang, R Yang, L Zhao, T Qin, TY Liu, ...
arXiv preprint arXiv:2003.13590, 2020
-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space
Q Meng, S Zheng, H Zhang, W Chen, ZM Ma, TY Liu
arXiv preprint arXiv:1802.03713, 2018
Semi-supervised semantic segmentation via adaptive equalization learning
H Hu, F Wei, H Hu, Q Ye, J Cui, L Wang
Advances in Neural Information Processing Systems 34, 22106-22118, 2021
Discriminator contrastive divergence: semi-amortized generative modeling by exploring energy of the discriminator
Y Song, Q Ye, M Xu, TY Liu
arXiv preprint arXiv:2004.01704, 2020
Beyond exponentially discounted sum: Automatic learning of return function
Y Wang, Q Ye, TY Liu
arXiv preprint arXiv:1905.11591, 2019
Asychronous training of machine learning model
T Wang, W Chen, TY Liu, F Gao, YE Qiwei
US Patent App. 16/327,679, 2019
Decentralized Circle Formation Control for Fish-like Robots in the Real-world via Reinforcement Learning
T Zhang, Y Li, S Li, Q Ye, C Wang, G Xie
2021 IEEE International Conference on Robotics and Automation (ICRA), 8814-8820, 2021
Optimizing neural networks in the equivalent class space
Q Meng, W Chen, S Zheng, Q Ye, TY Liu
Particle Based Stochastic Policy Optimization
Q Ye, Y Song, C Liu, F Wei, T Qin, TY Liu
MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative Tasks.
T Zhang, Q Ye, J Bian, G Xie, TY Liu
IJCAI, 500-506, 2021
Optimization of neural network in equivalent class space
W Chen, YE Qiwei, TY Liu, Q Meng
US Patent App. 16/771,609, 2020
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