Binyan JIANG

11 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-1992-4815

Hong Kong Polytechnic University

Publications

• Statistical ranking with dynamic covariates — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
• Rejoinder to the Discussions on “LAMBDA: A Large Model Based Data Agent” — Journal of the American Statistical Association 2026
• LAMBDA: A Large Model Based Data Agent — Journal of the American Statistical Association 2026
• Robust model averaging prediction of longitudinal response with ultrahigh-dimensional covariates — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2025
• A two-way heterogeneity model for dynamic networks — The Annals of Statistics 2025
• MARS: A Second-Order Reduction Algorithm for High-Dimensional Sparse Precision Matrices Estimation — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Autoregressive Networks — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Statistical Inference in a Directed Network Model With Covariates — Journal of the American Statistical Association 2019
• A Direct Approach for Sparse Quadratic Discriminant Analysis — Journal of Machine Learning Research 2018 (name-matched, not ORCID-linked)
• On the sparsity of signals in a random sample — Biometrika 2012