papers
Publications (2)
cs.LG2025
Sampling-enabled scalable manifold learning unveils the discriminative cluster structure of high-dimensional data
Dehua Peng, Zhipeng Gui, Wenzhang Wei +4
As a pivotal branch of machine learning, manifold learning uncovers the intrinsic low-dimensional structure within complex nonlinear manifolds in high-dimensional space for visuali…
cs.CY2018
Big enterprise registration data imputation: Supporting spatiotemporal analysis of industries in China
Fa Li, Zhipeng Gui, Huayi Wu +4
Big, fine-grained enterprise registration data that includes time and location information enables us to quantitatively analyze, visualize, and understand the patterns of industrie…