Xin Li

Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics

Xin Li, Fuxin Li · 2017 · 346 citations

Convolutional Neural Network, Deep Neural Networks, Image Analysis +15

Hourly energy consumption prediction of an office building based on ensemble learning and energy consumption pattern classification

Zhenxiang Dong, Jiangyan Liu, Bin Liu et al. · Energy and Buildings · 2021 · 198 citations

Built Environment, Engineering, Ensemble Learning +11

Approximation by ridge functions and neural networks with one hidden layer

Charles K. Chui, Xin Li · Journal of Approximation Theory · 1992 · 179 citations

Numerical Analysis, Ridge Functions, Machine Learning +10

Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns

Jing He, Xin Li, Lejian Liao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 161 citations · Full text

Engineering, Machine Learning, Latent Behavior Patterns +19

Reducing the memory usage for effectivecomputer-generated hologram calculation using compressed look-up table in full-color holographic display

Jia Jia, Yongtian Wang, Juan Liu et al. · Applied Optics · 2013 · 128 citations

Holography, Engineering, Computer-aided Design +16