ML Anthology

Zhang, Shijun

5 publications

JMLR 2024 Deep Network Approximation: Beyond ReLU to Diverse Activation Functions Shijun Zhang, Jianfeng Lu, Hongkai Zhao
ICML 2023 On Enhancing Expressive Power via Compositions of Single Fixed-Size ReLU Network Shijun Zhang, Jianfeng Lu, Hongkai Zhao
ICML 2022 Deep Network Approximation in Terms of Intrinsic Parameters Zuowei Shen, Haizhao Yang, Shijun Zhang
JMLR 2022 Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons Shijun Zhang, Zuowei Shen, Haizhao Yang
NeurIPS 2022 Neural Network Architecture Beyond Width and Depth Shijun Zhang, Zuowei Shen, Haizhao Yang