Fast and Privacy-Preserving Federated Joint Estimator of Multi-sUGMs. - Xiao Tan 005; Tianyi Ma; Tongtong Su (IEEE Access, 2021)

Graph Inference via the Energy-efficient Dynamic Precision Matrix Estimation with One-bit Data. - Xiao Tan 005; Yangyang Shen; Meng Wang 009; Beilun Wang (CIKM, 2023)

Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix. - Xiao Tan 005; Zhaoyang Wang; Hao Qian 003; Jun Zhou 011; Peibo Duan; Dian Shen; Meng Wang 009; Beilun Wang (CIKM, 2024)

Large Covariance Estimation from Streaming Data with Knowledge-Based Sketch Matrix. - Xiao Tan 005; Zhaoyang Wang; Meng Wang 009; Dian Shen; Weitong Chen 001; Beilun Wang (DASFAA (5), 2024)

FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings. - Xiao Tan 005; Yiqin Wang; Yangyang Shen; Dian Shen; Meng Wang 009; Peibo Duan; Beilun Wang (NeurIPS, 2024)

NoTeNet: Normalized Mutual Information-Driven Tuning-free Dynamic Dependence Network Inference Method for Multimodal Data. - Xiao Tan 005; Yangyang Shen; Yan Zhang 100; Jingwen Shao; Dian Shen; Meng Wang 009; Beilun Wang (WWW, 2025)