Combining quantitative trait loci analyses and microarray data: An empirical likelihood approach. - Dong Wang; Song Xi Chen (Comput. Stat. Data Anal., 2009)

More powerful tests for sparse high-dimensional covariances matrices. - Liuhua Peng; Song Xi Chen; Wen Zhou (J. Multivar. Anal., 2016)

Matrix Completion under Low-Rank Missing Mechanism. - Xiaojun Mao; Raymond K. W. Wong; Song Xi Chen (CoRR, 2018)

Partitioning Structure Learning for Segmented Linear Regression Trees. - Xiangyu Zheng; Song Xi Chen (NeurIPS, 2019)

Concentration Inequalities for Statistical Inference. - Huiming Zhang; Song Xi Chen (CoRR, 2020)

Distribution Free Domain Generalization. - Peifeng Tong; Wu Su; He Li; Jialin Ding; Zhan Haoxiang; Song Xi Chen (ICML, 2023)

Distributed Statistical Inference under Heterogeneity. - Jia Gu; Song Xi Chen (J. Mach. Learn. Res., 2023)

Ensembled Seizure Detection Based on Small Training Samples. - Peifeng Tong; Hao Xiang Zhan; Song Xi Chen (IEEE Trans. Signal Process., 2024)

Detection of interictal epileptiform discharges using transformer based deep neural network for patients with self-limited epilepsy with centrotemporal spikes. - Peifeng Tong; Bosi Dong; Xiangdong Zeng; Lei Chen; Song Xi Chen (Biomed. Signal Process. Control., 2025)

Debiased Estimation and Inference for Spatial-Temporal EEG/MEG Source Imaging. - Peifeng Tong; Haoran Yang; Xinru Ding; Yuchuan Ding; Xiaokun Geng; Shan An; Guoxin Wang; Song Xi Chen (IEEE Trans. Medical Imaging, 2025)

Glider Path Design and Control for Reconstructing Three-Dimensional Structures of Oceanic Mesoscale Eddies. - Wu Su; Xiaoyuan E; Zhao Jing; Song Xi Chen (CoRR, 2025)

Identifying Heterogeneity in Distributed Learning. - Zelin Xiao; Jia Gu; Song Xi Chen (CoRR, 2025)