Wang, Guanyang

7 publications

NeurIPS 2025 CCS: Controllable and Constrained Sampling with Diffusion Models via Initial Noise Perturbation Bowen Song, Zecheng Zhang, Zhaoxu Luo, Jason Hu, Wei Yuan, Jing Jia, Zhengxu Tang, Guanyang Wang, Liyue Shen

AISTATS 2025 Differentially Private Range Queries with Correlated Input Perturbation Prathamesh Dharangutte, Jie Gao, Ruobin Gong, Guanyang Wang

NeurIPS 2025 Quantum Speedup of Non-Linear Monte Carlo Problems Jose Blanchet, Yassine Hamoudi, Mario Szegedy, Guanyang Wang

ICML 2023 Optimal Randomized Multilevel Monte Carlo for Repeatedly Nested Expectations Yasa Syed, Guanyang Wang

JMLR 2023 Unbiased Multilevel Monte Carlo Methods for Intractable Distributions: MLMC Meets MCMC Tianze Wang, Guanyang Wang

AISTATS 2021 Maximal Couplings of the Metropolis-Hastings Algorithm Guanyang Wang, John O’Leary, Pierre Jacob

ICLR 2020 Modeling Treatment Events in Disease Progression Guanyang Wang, Yumeng Zhang, Yong Deng, Xuxin Huang, Łukasz Kidziński