12 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.LG2026
A CDF-First Framework for Free-Form Density Estimation
Chenglong Song, Mazharul Islam, Lin Wang +2
Conditional density estimation (CDE) is a fundamental task in machine learning that aims to model the full conditional law , beyond mere poi…
cs.LG2026
The Label Horizon Paradox: Rethinking Supervision Targets in Financial Forecasting
Chen-Hui Song, Shuoling Liu, Liyuan Chen
While deep learning has revolutionized financial forecasting through sophisticated architectures, the design of the supervision signal itself is rarely scrutinized. We challenge th…
cond-mat.quant-gas2021★ 12 cited
Machine learning of XY model on a spherical Fibonacci lattice
Chen-Hui Song, Qu-Cheng Gao, Xu-Yang Hou +5
We study the XY model on a spherical surface inspired by recently realized spherically confined atomic gases. Instead of a traditional latitude-longitude lattice, we introduce a mu…