Shujian Liao

Conditional Sig-Wasserstein GANs for Time Series Generation

Hao Ni, Łukasz Szpruch, Magnus Wiese et al. · SSRN Electronic Journal · 2020 · 100 citations · Full text

Sig-wasserstein GANs for time series generation

Hao Ni, Łukasz Szpruch, Marc Sabate-Vidales et al. · 2021 · 55 citations

Engineering, Machine Learning, Data Science +15

Learning stochastic differential equations using RNN with log signature features

Shujian Liao, Terry Lyons, Weixin Yang et al. · arXiv (Cornell University) · 2019 · 31 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Sig‐Wasserstein GANs for conditional time series generation

Shujian Liao, Hao Ni, Marc Sabate‐Vidales et al. · Mathematical Finance · 2023 · 31 citations · Full text

Sig‐wasserstein Gans, Engineering, Machine Learning +11

Logsig-RNN: a novel network for robust and efficient skeleton-based action recognition

Shujian Liao, Terry Lyons, Weixin Yang et al. · arXiv (Cornell University) · 2021 · 11 citations · Full text

Engineering, Machine Learning, Human Pose Estimation +20