Shida Wang

Exploring the multidimensional factors and emergence mechanisms of industrial symbiotic relationships based on machine learning

Zimeng Zhang, Shida Wang, Zhen Wang, 2022, Journal of Cleaner Production.

A Brief Survey on the Approximation Theory for Sequence Modelling

Hao Jiang, Qianxiao Li, Zhong Li, 2023, Journal of Machine Learning.

Improve Long-term Memory Learning Through Rescaling the Error Temporally

Shida Wang, Zhanglu Yan, 2023, ArXiv.

StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization

Shida Wang, Qianxiao Li, 2023, ArXiv.

State-space Models with Layer-wise Nonlinearity are Universal Approximators with Exponential Decaying Memory

Beichen Xue, Shida Wang, 2023, NeurIPS.

HyperSNN: A new efficient and robust deep learning model for resource constrained control applications

Kaiwen Tang, Shida Wang, Zhanglu Yan, 2023, ArXiv.