Leng, Chenlei

12 publications

ICML 2025 Learning Changes in Graphon Attachment Network Models Xinyuan Fan, Bufan Li, Chenlei Leng, Weichi Wu

NeurIPS 2025 Low-Rank Graphon Learning for Networks Xinyuan Fan, Feiyan Ma, Chenlei Leng, Weichi Wu

JMLR 2023 An Annotated Graph Model with Differential Degree Heterogeneity for Directed Networks Stefan Stein, Chenlei Leng

JMLR 2022 Two-Mode Networks: Inference with as Many Parameters as Actors and Differential Privacy Qiuping Wang, Ting Yan, Binyan Jiang, Chenlei Leng

JMLR 2018 A Direct Approach for Sparse Quadratic Discriminant Analysis Binyan Jiang, Xiangyu Wang, Chenlei Leng

NeurIPS 2016 DECOrrelated Feature Space Partitioning for Distributed Sparse Regression Xiangyu Wang, David B Dunson, Chenlei Leng

ICML 2016 No Penalty No Tears: Least Squares in High-Dimensional Linear Models Xiangyu Wang, David Dunson, Chenlei Leng

NeurIPS 2015 On the Consistency Theory of High Dimensional Variable Screening Xiangyu Wang, Chenlei Leng, David B Dunson

NeurIPS 2014 Convex Optimization Procedure for Clustering: Theoretical Revisit Changbo Zhu, Huan Xu, Chenlei Leng, Shuicheng Yan

NeurIPS 2013 Provable Subspace Clustering: When LRR Meets SSC Yu-Xiang Wang, Huan Xu, Chenlei Leng

NeurIPS 2012 Gradient-Based Kernel Method for Feature Extraction and Variable Selection Kenji Fukumizu, Chenlei Leng

AISTATS 2012 Robust Multi-Task Regression with Grossly Corrupted Observations Huan Xu, Chenlei Leng