Conditional Density Estimations from Privacy-Protected Data. - Yifei Xiong; Nianqiao P. Ju; Sanguo Zhang (CoRR, 2023)

An efficient likelihood-free Bayesian inference method based on sequential neural posterior estimation. - Yifei Xiong; Xiliang Yang; Sanguo Zhang; Zhijian He (CoRR, 2023)

Leveraging Nested MLMC for Sequential Neural Posterior Estimation with Intractable Likelihoods. - Xiliang Yang; Yifei Xiong; Zhijian He (CoRR, 2024)

Visual Strain Sensors Based on Fabry-Perot Structures for Structural Integrity Monitoring. - Qingyuan Chen; Furong Liu; Guofeng Xu; Boshuo Yin; Ming Liu; Yifei Xiong; Feiying Wang (Sensors, 2024)

Simulation-based Bayesian Inference from Privacy Protected Data. - Yifei Xiong; Nianqiao P. Ju; Sanguo Zhang (Trans. Mach. Learn. Res., 2025)