Analysis of ChIP-seq Data Via Bayesian Finite Mixture Models with a Non-parametric Component. - Baba B. Alhaji; Hongsheng Dai; Yoshiko Hayashi; Veronica Vinciotti; Andrew Harrison; Berthold Lausen (ECDA, 2014)

Exact Simulation for Diffusion Bridges: An Adaptive Approach. - Hongsheng Dai (J. Appl. Probab., 2014)

A proportional hazards model for time-to-event data with epidemiological bias. - Qiaozhen Zhang; Hongsheng Dai; Bo Fu (J. Multivar. Anal., 2016)

Mean Empirical Likelihood. - Wei Liang 003; Hongsheng Dai; Shuyuan He (Comput. Stat. Data Anal., 2019)

Monte Carlo fusion. - Hongsheng Dai; Murray Pollock; Gareth O. Roberts (J. Appl. Probab., 2019)

Electrical peak demand forecasting- A review. - Shuang Dai; Fanlin Meng; Hongsheng Dai; Qian Wang 017; Xizhong Chen (CoRR, 2021)

Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving. - Lei Ding 013; Dengdeng Yu; Jinhan Xie; Wenxing Guo; Shenggang Hu; Meichen Liu; Linglong Kong; Hongsheng Dai; Yanchun Bao; Bei Jiang (AAAI, 2022)

ZipHiC: a novel Bayesian framework to identify enriched interactions and experimental biases in Hi-C data. - Itunu G. Osuntoki; Andrew Harrison; Hongsheng Dai; Yanchun Bao; Nicolae Radu Zabet (Bioinform., 2022)

Balancing Gender Bias in Job Advertisements With Text-Level Bias Mitigation. - Shenggang Hu; Jabir Alshehabi Al-Ani; Karen D. Hughes; Nicole Denier; Alla Konnikov; Lei Ding 013; Jinhan Xie; Yang Hu; Monideepa Tarafdar; Bei Jiang; Linglong Kong; Hongsheng Dai (Frontiers Big Data, 2022)

Block-diagonal precision matrix regularization for ultra-high dimensional data. - Yihe Yang; Hongsheng Dai; Jianxin Pan (Comput. Stat. Data Anal., 2023)

Automatic detection of Mild Cognitive Impairment using high-dimensional acoustic features in spontaneous speech. - Cong Zhang; Wenxing Guo; Hongsheng Dai (CoRR, 2024)

Sequential estimation for mixture of regression models for heterogeneous population. - Na You; Hongsheng Dai; Xueqin Wang; Qingyun Yu (Comput. Stat. Data Anal., 2024)

Bernoulli factory: The 2𝚙-coin problem. - Shenggang Hu; Bo Zhang; Hongsheng Dai; Wei Liang 003 (Monte Carlo Methods Appl., 2024)

Online federated learning framework for classification. - Wenxing Guo; Jinhan Xie; Jianya Lu; Bei Jiang; Hongsheng Dai; Linglong Kong (CoRR, 2025)