1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2024★ 1 cited
Spatiotemporal Observer Design for Predictive Learning of High-Dimensional Data
Tongyi Liang, Han-Xiong Li
Although deep learning-based methods have shown great success in spatiotemporal predictive learning, the framework of those models is designed mainly by intuition. How to make spat…
cs.LG2024
Efficient State Space Model via Fast Tensor Convolution and Block Diagonalization
Tongyi Liang, Han-Xiong Li
Existing models encounter bottlenecks in balancing performance and computational efficiency when modeling long sequences. Although the state space model (SSM) has achieved remarkab…