Yi-Qi Hu

Taking Human out of Learning Applications: A Survey on Automated Machine Learning

Quanming Yao, Mengshuo Wang, Hugo Jair Escalante et al. · arXiv (Cornell University) · 2018 · 221 citations · Full text

Computing, Computer Science, Artificial Intelligence +7

Derivative-Free Optimization via Classification

Yang Yu, Hong Qian, Yi-Qi Hu · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 83 citations · Full text

Natural Sciences, Computer Science, Algorithms +15

Sequential Classification-Based Optimization for Direct Policy Search

Yi-Qi Hu, Hong Qian, Yang Yu · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 51 citations · Full text

Computing, Aerospace Engineering, Computer Science +9

Symbolic execution of complex program driven by machine learning based constraint solving

Xin Li, Yongjuan Liang, Hong Qian et al. · 2016 · 36 citations

Computing, Computer Science, Algorithms +16

Derivative-free optimization of high-dimensional non-convex functions by sequential random embeddings

Hong Qian, Yi-Qi Hu, Yu Yang · International Joint Conference on Artificial Intelligence · 2016 · 36 citations

Computing, Computer Science, Algorithms +13