no code implementations • 4 Dec 2023 • Nan Chen, Zhihong Li, Jun Tao
FlowHON captures the inherent higher-order dependencies in flow fields as nodes and estimates the transitions among them as edges.
no code implementations • 18 Oct 2022 • Shuqiang Huang, Cuiyu Tan, Jinzhen Zheng, Zhugu Huang, Zhihong Li, Ziyin Lv, Wanru Chen
The Tumor Immune Estimation Resource (TIMER) database was used to analyze the association between RNMT and tumor immune infiltration.
no code implementations • 21 Feb 2022 • Aixiang, Chen, Jinting Zhang, Zanbo Zhang, Zhihong Li
The fluctuation effect of gradient expectation and variance caused by parameter update between consecutive iterations is neglected or confusing by current mainstream gradient optimization algorithms. Using this fluctuation effect, combined with the stratified sampling strategy, this paper designs a novel \underline{M}emory \underline{S}tochastic s\underline{T}ratified Gradient Descend(\underline{MST}GD) algorithm with an exponential convergence rate.