AsymptoticNG: A regularized natural gradient optimization algorithm with look-ahead strategy. - Zedong Tang; Fenlong Jiang; Maoguo Gong; Hao Li 009; Fan Yu; Zidong Wang 010; Min Wang 037 (CoRR, 2020)

THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation. - Mengyun Chen; Kai-Xin Gao; Xiaolei Liu; Zidong Wang 010; Ningxi Ni; Qian Zhang 001; Lei Chen 002; Chao Ding; Zheng-Hai Huang; Min Wang 037; Shuangling Wang; Fan Yu; et al. (AAAI, 2021)

A Trace-restricted Kronecker-Factored Approximation to Natural Gradient. - Kai-Xin Gao; Xiao-Lei Liu; Zheng-Hai Huang; Min Wang 037; Zidong Wang 010; Dachuan Xu; Fan Yu (AAAI, 2021)

SKFAC: Training Neural Networks With Faster Kronecker-Factored Approximate Curvature. - Zedong Tang; Fenlong Jiang; Maoguo Gong; Hao Li 009; Yue Wu 004; Fan Yu; Zidong Wang 010; Min Wang 037 (CVPR, 2021)

Solving Partial Differential Equations with Point Source Based on Physics-Informed Neural Networks. - Xiang Huang; Hongsheng Liu 002; Beiji Shi; Zidong Wang 010; Kang Yang; Yang Li 106; Bingya Weng; Min Wang 037; Haotian Chu; Jing Zhou; Fan Yu; Bei Hua; et al. (CoRR, 2021)

Meta-Auto-Decoder for Solving Parametric Partial Differential Equations. - Xiang Huang; Zhanhong Ye; Hongsheng Liu 002; Beiji Shi; Zidong Wang 010; Kang Yang; Yang Li 106; Bingya Weng; Min Wang 037; Haotian Chu; Jing Zhou; Fan Yu; et al. (CoRR, 2021)

A Universal PINNs Method for Solving Partial Differential Equations with a Point Source. - Xiang Huang; Hongsheng Liu 002; Beiji Shi; Zidong Wang 010; Kang Yang; Yang Li 106; Min Wang 037; Haotian Chu; Jing Zhou; Fan Yu; Bei Hua; Bin Dong 001; et al. (IJCAI, 2022)

Meta-Auto-Decoder for Solving Parametric Partial Differential Equations. - Xiang Huang; Zhanhong Ye; Hongsheng Liu 002; Beiji Shi; Zidong Wang 010; Kang Yang; Yang Li 106; Min Wang 037; Haotian Chu; Fan Yu; Bei Hua; Lei Chen 002; et al. (NeurIPS, 2022)

PSP: Million-level Protein Sequence Dataset for Protein Structure Prediction. - Sirui Liu 001; Jun Zhang 071; Haotian Chu; Min Wang 037; Boxin Xue; Ningxi Ni; Jialiang Yu; Yuhao Xie; Zhenyu Chen; Mengyun Chen; Yuan Liu; Piya Patra; et al. (CoRR, 2022)

Few-Shot Learning of Accurate Folding Landscape for Protein Structure Prediction. - Jun Zhang 071; Sirui Liu 001; Mengyun Chen; Haotian Chu; Min Wang 037; Zidong Wang 010; Jialiang Yu; Ningxi Ni; Fan Yu; Diqing Chen; Yi Isaac Yang; Boxin Xue; et al. (CoRR, 2022)

Eigenvalue-Corrected Natural Gradient Based on a New Approximation. - Kai-Xin Gao; Zheng-Hai Huang; Xiaolei Liu; Min Wang 037; Shuangling Wang; Zidong Wang 010; Dachuan Xu; Fan Yu (Asia Pac. J. Oper. Res., 2023)