Lingshen He

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 8

Top Topics

Multiple Scales

Zernike Moments

Ordinary Differential Equations

Efficient Learning

Top Venues

Publications

Zhengyang Shen, Yeqing Qiu, Jialun Liu, Lingshen He, Zhouchen Lin
Efficient learning of Scale-Adaptive Nearly Affine Invariant Networks. Neural Networks 174 (2024)
Lingshen He, Yuxuan Chen, Zhengyang Shen, Yibo Yang, Zhouchen Lin
Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks. ICLR (2023)
Lingshen He, Yuxuan Chen, Zhengyang Shen, Yiming Dong, Yisen Wang, Zhouchen Lin
Efficient Equivariant Network. NeurIPS (2021)
Lingshen He, Yiming Dong, Yisen Wang, Dacheng Tao, Zhouchen Lin
Gauge Equivariant Transformer. NeurIPS (2021)
Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions. ICML (2020)
Mingjie Li, Lingshen He, Zhouchen Lin
Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability. ICML (2020)
Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions. CoRR (2020)
Lingshen He, Xingyu Xie, Zhouchen Lin
Neural Ordinary Differential Equations with Envolutionary Weights. PRCV (1) (2019)
Ren-Hua Wang, Lingshen He, Hiroya Fujisaki
A weighted distance measure based on the fine structure of feature space: application to speaker recognition. ICASSP (1990)