Mengshuo Wang

Publication Activity (10 Years)

Years Active: 2017-2019
Publications (10 Years): 6

Top Topics

Application Of Machine Learning Methods

Gaussian Process

Importance Sampling

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Yuanfei Luo, Mengshuo Wang, Hao Zhou, Quanming Yao, Wei-Wei Tu, Yuqiang Chen, Wenyuan Dai, Qiang Yang
AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications. KDD (2019)
Yuanfei Luo, Mengshuo Wang, Hao Zhou, Quanming Yao, Wei-Wei Tu, Yuqiang Chen, Qiang Yang, Wenyuan Dai
AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications. CoRR (2019)
Mengshuo Wang, Wenlong Lv, Fan Yang, Changhao Yan, Wei Cai, Dian Zhou, Xuan Zeng
Efficient Yield Optimization for Analog and SRAM Circuits via Gaussian Process Regression and Adaptive Yield Estimation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (10) (2018)
Quanming Yao, Mengshuo Wang, Hugo Jair Escalante, Isabelle Guyon, Yi-Qi Hu, Yu-Feng Li, Wei-Wei Tu, Qiang Yang, Yang Yu
Taking Human out of Learning Applications: A Survey on Automated Machine Learning. CoRR (2018)
Mengshuo Wang, Changhao Yan, Xin Li, Dian Zhou, Xuan Zeng
High-Dimensional and Multiple-Failure-Region Importance Sampling for SRAM Yield Analysis. IEEE Trans. Very Large Scale Integr. Syst. 25 (3) (2017)
Mengshuo Wang, Fan Yang, Changhao Yan, Xuan Zeng, Xiangdong Hu
Efficient Bayesian Yield Optimization Approach for Analog and SRAM Circuits. DAC (2017)