Junlong Lyu

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Optimization Algorithm

Convergence Analysis

Computationally Efficient

Connectionist Models

Top Venues

SIAM J. Numer. Anal.

Publications

Junlong Lyu, Zhitang Chen, Wenlong Lyu, Jianye Hao
Reweighted Interacting Langevin Diffusions: an Accelerated Sampling Methodfor Optimization. CoRR (2023)
Lin Yang, Junlong Lyu, Wenlong Lyu, Zhitang Chen
Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs. CoRR (2023)
Junlong Lyu, Zhitang Chen, Shoubo Feng
Convergence guarantee for consistency models. CoRR (2023)
Lin Yang, Junlong Lyu, Wenlong Lyu, Zhitang Chen
Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs. NeurIPS (2023)
Junlong Lyu, Zhitang Chen, Chang Feng, Wenjing Cun, Shengyu Zhu, Yanhui Geng, Zhijie Xu, Yongwei Chen
Universality of parametric Coupling Flows over parametric diffeomorphisms. CoRR (2022)
Junlong Lyu, Zhongjian Wang, Jack Xin, Zhiwen Zhang
A Convergent Interacting Particle Method and Computation of KPP Front Speeds in Chaotic Flows. SIAM J. Numer. Anal. 60 (3) (2022)
Junlong Lyu, Zhitang Chen, Chang Feng, Wenjing Cun, Shengyu Zhu, Yanhui Geng, Zhijie Xu, Chen Yongwei
Para-CFlows: $C^k$-universal diffeomorphism approximators as superior neural surrogates. NeurIPS (2022)
Junlong Lyu, Zhongjian Wang, Jack Xin, Zhiwen Zhang
A convergent interacting particle method and computation of KPP front speeds in chaotic flows. CoRR (2021)
Junlong Lyu, Zhongjian Wang, Jack Xin, Zhiwen Zhang
Convergence Analysis of Stochastic Structure-Preserving Schemes for Computing Effective Diffusivity in Random Flows. SIAM J. Numer. Anal. 58 (5) (2020)
Junlong Lyu, Zhongjian Wang, Jack Xin, Zhiwen Zhang
Convergence of stochastic structure-preserving schemes for computing effective diffusivity in random flows. CoRR (2019)