Zhong Li

According to our database, Zhong Li authored at least 9 papers between 2020 and 2024.

Collaborative distances:

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

2024

Inverse Approximation Theory for Nonlinear Recurrent Neural Networks.

Shida Wang, Zhong Li, Qianxiao Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

A Brief Survey on the Approximation Theory for Sequence Modelling.

Haotian Jiang, Qianxiao Li, Zhong Li, Shida Wang

CoRR, 2023

AMP: A unified framework boosting low resource automatic speech recognition.

Zeping Min, Qian Ge, Zhong Li, Weinan E

CoRR, 2023

On the Generalization Properties of Diffusion Models.

Puheng Li, Zhong Li, Huishuai Zhang, Jiang Bian

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Approximation and Optimization Theory for Linear Continuous-Time Recurrent Neural Networks.

Zhong Li, Jiequn Han, Weinan E, Qianxiao Li

J. Mach. Learn. Res., 2022

On the approximation properties of recurrent encoder-decoder architectures.

Zhong Li, Haotian Jiang, Qianxiao Li

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Approximation Theory of Convolutional Architectures for Time Series Modelling.

Haotian Jiang, Zhong Li, Qianxiao Li

Proceedings of the 38th International Conference on Machine Learning, 2021

On the Curse of Memory in Recurrent Neural Networks: Approximation and Optimization Analysis.

Zhong Li, Jiequn Han, Weinan E, Qianxiao Li

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Complexity Measures for Neural Networks with General Activation Functions Using Path-based Norms.

Zhong Li, Chao Ma, Lei Wu

CoRR, 2020