Xiliang Yang

According to our database, Xiliang Yang authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

An efficient likelihood-free Bayesian inference method based on sequential neural posterior estimation.

Yifei Xiong, Xiliang Yang, Sanguo Zhang, Zhijian He

Commun. Stat. Simul. Comput., May, 2026

Leveraging Nested MLMC for Sequential Neural Posterior Estimation with Intractable Likelihoods.

Xiliang Yang, Yifei Xiong, Zhijian He

SIAM J. Sci. Comput., 2026

On the Computational Tractability of Probabilistic Global and Local Sufficient Explanation.

Xiliang Yang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

DPO-Shift: Shifting the Distribution of Direct Preference Optimization.

Xiliang Yang, Feng Jiang, Qianen Zhang, Lei Zhao, Xiao Li

CoRR, February, 2025

2024

Identifying multilayer differential core networks and effective discriminant features for driver fatigue detection.

Kun Yang, Xiliang Yang, Ruochen Li, Keze Zhang, Li Zhu, Jianhai Zhang, Jing Xu

Biomed. Signal Process. Control., 2024

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

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024