Lingshen He

According to our database, Lingshen He authored at least 9 papers between 1990 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient learning of Scale-Adaptive Nearly Affine Invariant Networks.

Zhengyang Shen, Yeqing Qiu, Jialun Liu, Lingshen He, Zhouchen Lin

Neural Networks, 2024

Affine Equivariant Networks Based on Differential Invariants.

Yikang Li, Yeqing Qiu, Yuxuan Chen, Lingshen He, Zhouchen Lin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks.

Lingshen He, Yuxuan Chen, Zhengyang Shen, Yibo Yang, Zhouchen Lin

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Gauge Equivariant Transformer.

Lingshen He, Yiming Dong, Yisen Wang, Dacheng Tao, Zhouchen Lin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Efficient Equivariant Network.

Lingshen He, Yuxuan Chen, Zhengyang Shen, Yiming Dong, Yisen Wang, Zhouchen Lin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions.

Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma

Proceedings of the 37th International Conference on Machine Learning, 2020

Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability.

Mingjie Li, Lingshen He, Zhouchen Lin

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Neural Ordinary Differential Equations with Envolutionary Weights.

Lingshen He, Xingyu Xie, Zhouchen Lin

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

1990

A weighted distance measure based on the fine structure of feature space: application to speaker recognition.

Ren-Hua Wang, Lingshen He, Hiroya Fujisaki

Proceedings of the 1990 International Conference on Acoustics, 1990