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

A Mathematics Framework of Artificial Shifted Population Risk and Its Further Understanding Related to Consistency Regularization. - Xiliang Yang; Shenyang Deng; Shicong Liu; Yuanchi Suo; Wing W. Y. Ng; Jianjun Zhang 004 (ECML/PKDD (1), 2024)

Identifying multilayer differential core networks and effective discriminant features for driver fatigue detection. - Kun Yang 002; Xiliang Yang; Ruochen Li; Keze Zhang; Li Zhu 002; Jianhai Zhang; Jing Xu 004 (Biomed. Signal Process. Control., 2024)

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

DPO-Shift: Shifting the Distribution of Direct Preference Optimization. - Xiliang Yang; Feng Jiang 001; Qianen Zhang; Lei Zhao; Xiao Li (CoRR, 2025)