3 papers
cs.CV2026
PTL-Diffusion: Manifold-Aware Diffusion with Periodic Terminal Laws
Danqi Zhuang, Jisui Huang, Xiaoyue Xi +4
Standard diffusion models typically use a single time-homogeneous Gaussian terminal distribution as the reference law for generation. While this choice is analytically convenient a…
math.NA2025
Projected Langevin Monte Carlo algorithms in non-convex and super-linear setting
Chenxu Pang, Xiaojie Wang, Yue Wu
It is of significant interest in many applications to sample from a high-dimensional target distribution with the density , bas…
math.PR2025
Order-one explicit approximations of random periodic solutions of semi-linear SDEs with multiplicative noise
Yujia Guo, Xiaojie Wang, Yue Wu
This paper is devoted to order-one explicit approximations of random periodic solutions to multiplicative noise driven stochastic differential equations (SDEs) with non-globally Li…