Zhou, Shuheng

10 publications

ICLR 2026 Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models Yanjiang Liu, Shuheng Zhou, Yaojie Lu, Huijia Zhu, Weiqiang Wang, Hongyu Lin, Ben He, Xianpei Han, Le Sun

AISTATS 2019 Precision Matrix Estimation with Noisy and Missing Data Roger Fan, Byoungwook Jang, Yuekai Sun, Shuheng Zhou

NeurIPS 2017 Time-Dependent Spatially Varying Graphical Models, with Application to Brain fMRI Data Analysis Kristjan Greenewald, Seyoung Park, Shuheng Zhou, Alexander Giessing

ICML 2013 The Bigraphical Lasso Alfredo Kalaitzis, John Lafferty, Neil D. Lawrence, Shuheng Zhou

COLT 2012 Reconstruction from Anisotropic Random Measurements Mark Rudelson, Shuheng Zhou

JMLR 2011 High-Dimensional Covariance Estimation Based on Gaussian Graphical Models Shuheng Zhou, Philipp Rütimann, Min Xu, Peter Bühlmann

MLJ 2010 Time Varying Undirected Graphs Shuheng Zhou, John D. Lafferty, Larry A. Wasserman

NeurIPS 2009 Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation Shuheng Zhou

COLT 2008 Time Varying Undirected Graphs Shuheng Zhou, John D. Lafferty, Larry A. Wasserman

NeurIPS 2007 Compressed Regression Shuheng Zhou, Larry Wasserman, John D. Lafferty