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H

Heng Lian

City University of Hong Kong

28H-index
323Paper Count
2.9KCitation Count
Published Papers 39
Publication Date
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Decentralized low tubal rank tensor estimation via factorized gradient tracking
errNeurocomputing
IF6.5
err2026-08-22
err0
PREAI
errZihao Song; Ling Peng; Weihua Zhao; Heng Lian
errShare
errSave
Decentralized ADMM for factorization-based Low-rank matrix estimation
errNeural Networks
IF6.3
err2026-07-01
err0
PREAI
errSong, Zihao; Zhao, Weihua; Li, Rui; Lian, Heng
errShare
errSave
Linear convergence of proximal gradient method for linear sparse SVM
errNeural Networks
IF6.3
err2025-10-03
err0
PREAI
errXiaoqi Jiao; Heng Lian; Jiamin Liu; Yingying Zhang
errShare
errSave
SPARSE AND DEBIASED ADAPTIVE HUBER REGRESSION IN DISTRIBUTED DATA: AGGREGATED AND COMMUNICATION-EFFICIENT APPROACHES
errSTATISTICA SINICA
IF1.2
err2025-10-01
err1
errOAAI
errMa, Wei; Gao, Junzhuo; Wang, Lei; Lian, Heng
errShare
errSave
Distributed Semi-Supervised Inference for Generalized Linear Models With Block-Wise Missing Covariates
errIEEE Transactions on Information Theory
IF2.9
err2025-10-01
err0
PREAI
errWang, Ziyuan; Liu, Jin; Shao, Jun; Lian, Heng; Wang, Lei
errShare
errSave
Sparse estimation and inference for prediction-powered semi-supervised linear regression
errStatistics and Computing
IF0
err2025-10-01
err0
PREAI
errSong, Zihao; Liu, Jicai; Wang, Lei; Lian, Heng; Zhao, Weihua
errShare
errSave
Heterogeneity-aware debiased machine learning for high-dimensional partially linear models
errSTATISTICS AND COMPUTING
IF0
err2025-09-24
err0
PREAI
errWu, Yining; Wang, Lei; Lian, Heng
errShare
errSave
Sample efficient reinforcement learning via low-rank regularization
errKnowledge-Based Systems
IF7.6
err2025-07-27
err0
PREAI
errJiamin Liu; Heng Lian
errShare
errSave
Optimal distributed subsampling for expected shortfall regression via Neyman-orthogonal score
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-06-01
err0
PREAI
errLi, Xing; Wang, Lei; Lian, Heng
errShare
errSave
Improved analysis of supervised learning in the RKHS with random features: Beyond least squares
errNEURAL NETWORKS
IF6.3
err2025-04-01
err0
PREAI
errLiu, Jiamin; Wang, Lei; Lian, Heng
errShare
errSave
Statistical Inference for High-Dimensional Convoluted Rank Regression
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2025-02-24
err0
PREAI
errLeheng Cai; Xu Guo; Heng Lian; Liping Zhu
errShare
errSave
Decentralized Nonconvex Low-rank Matrix Recovery
errIEEE Transactions on Image Processing
IF13.7
err2025-01-01
err0
PREAI
errJunzhuo Gao; Heng Lian
errShare
errSave
Local Signal Detection on Irregular Domains with Generalized Varying Coefficient Models
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-12-16
err0
PREAI
errZhang, Chengzhu; Xue, Lan; Chen, Yu; Lian, Heng; Qu, Annie
errShare
errSave
Distributed statistical estimation in quantile regression over a network
errSIGNAL PROCESSING
IF3.6
err2024-09-01
err2
PREAI
errWang, Yue; Lu, Wenqi; Lian, Heng
errShare
errSave
Linear convergence of decentralized estimation for statistical estimation using gradient method
errNEUROCOMPUTING
IF6.5
err2024-06-01
err0
PREAI
errXu, Wangli; Wang, Kehan; Lian, Heng
errShare
errSave
Image classification based on tensor network DenseNet model
errAPPLIED INTELLIGENCE
IF3.5
err2024-05-21
err3
PREAI
errZhu, Chunyang; Wang, Lei; Zhao, Weihua; Lian, Heng
errShare
errSave
Distributed Estimation of Support Vector Machines for Matrix Data
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-05-01
err4
PREAI
errXu, Wangli; Liu, Jiamin; Lian, Heng
errShare
errSave
Robust low tubal rank tensor recovery via L2E criterion
errPATTERN RECOGNITION
IF7.6
err2024-05-01
err0
PREAI
errSong, Zihao; Xu, Xiangjian; Lian, Heng; Zhao, Weihua
errShare
errSave
Kernel-Based Decentralized Policy Evaluation for Reinforcement Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
PREAI
errLiu, Jiamin; Lian, Heng
errShare
errSave
On Optimal Learning With Random Features
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-11-01
err2
PREAI
errLiu, Jiamin; Lian, Heng
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
R
Raymond J. Carroll
H-index: 113 · Papers: 843
X
Xindong Wu
H-index: 79 · Papers: 912
X
Xingquan Zhu
H-index: 71 · Papers: 592
王磊 cover
王磊 (Lei Wang)
H-index: 68 · Papers: 1.1K
Y
Yu Chen
H-index: 65 · Papers: 459
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