21 citations · 25 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Striding Across Reynolds Numbers: Representation Geometry in Neural PDE Generalisation
Jianing Shi
Cross-Reynolds generalisation in neural PDE solvers remains poorly characterised. On the canonical forced 2D Navier-Stokes benchmark, a trained Fourier Neural Operator reaches 46.6…
cs.LG2021★ 4 cited
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning
Zichuan Lin, Junyou Li, Jianing Shi +3
Learning rational behaviors in open-world games like Minecraft remains to be challenging for Reinforcement Learning (RL) research due to the compound challenge of partial observabi…
math.OC2014★ 21 cited
Sparse Bilinear Logistic Regression
Jianing V. Shi, Yangyang Xu, Richard G. Baraniuk
In this paper, we introduce the concept of sparse bilinear logistic regression for decision problems involving explanatory variables that are two-dimensional matrices. Such problem…