Zhulin Liu

Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture

C. L. Philip Chen, Zhulin Liu · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 1.8K citations

Artificial Intelligence, Incremental Learning, Engineering +17

Universal Approximation Capability of Broad Learning System and Its Structural Variations

C. L. Philip Chen, Zhulin Liu, Shuang Feng · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 532 citations

Artificial Intelligence, Structural Variations, Convolutional Neural Network +25

Stacked Broad Learning System: From Incremental Flatted Structure to Deep Model

Zhulin Liu, C. L. Philip Chen, Shuang Feng et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2020 · 128 citations

Discriminative graph regularized broad learning system for image recognition

Junwei Jin, Zhulin Liu, C. L. Philip Chen · Science China Information Sciences · 2018 · 118 citations

Geometric Learning, Graph Neural Network, Machine Vision +9

On the Accuracy–Complexity Tradeoff of Fuzzy Broad Learning System

Shuang Feng, C. L. Philip Chen, Lili Xu et al. · IEEE Transactions on Fuzzy Systems · 2020 · 80 citations