Heng Lian - Publications, H-index & Citations

Heng Lian

cityuhk shenzhen research institute

28H指数

322论文数

2.9K被引数

收录论文 38

发表时间

Decentralized low tubal rank tensor estimation via factorized gradient tracking 通过因式分解梯度跟踪实现去中心化低管秩张量估计

Neurocomputing

IF6.5

2026-08-22

PREAI

Zihao Song; Ling Peng; Weihua Zhao; Heng Lian

Linear convergence of proximal gradient method for linear sparse SVM 线性稀疏SVM的近端梯度法的线性收敛性

Neural Networks

IF6.3

2025-10-03

PREAI

Xiaoqi Jiao; Heng Lian; Jiamin Liu; Yingying Zhang

SPARSE AND DEBIASED ADAPTIVE HUBER REGRESSION IN DISTRIBUTED DATA: AGGREGATED AND COMMUNICATION-EFFICIENT APPROACHES

STATISTICA SINICA

IF1.2

2025-10-01

OAAI

Ma, Wei; Gao, Junzhuo; Wang, Lei; Lian, Heng

Distributed Semi-Supervised Inference for Generalized Linear Models With Block-Wise Missing Covariates 分布式半监督推断：具有分块缺失协变量的广义线性模型

IEEE Transactions on Information Theory

IF2.9

2025-10-01

PREAI

Wang, Ziyuan; Liu, Jin; Shao, Jun; Lian, Heng; Wang, Lei

Sparse estimation and inference for prediction-powered semi-supervised linear regression 稀疏估计与推断：预测驱动的半监督线性回归

Statistics and Computing

IF0

2025-10-01

PREAI

Song, Zihao; Liu, Jicai; Wang, Lei; Lian, Heng; Zhao, Weihua

Heterogeneity-aware debiased machine learning for high-dimensional partially linear models 异质性感知的去偏机器学习方法用于高维部分线性模型

STATISTICS AND COMPUTING

IF0

2025-09-24

PREAI

Wu, Yining; Wang, Lei; Lian, Heng

Sample efficient reinforcement learning via low-rank regularization 低秩正则化样本高效强化学习

Knowledge-Based Systems

IF7.6

2025-07-27

PREAI

Jiamin Liu; Heng Lian

Optimal distributed subsampling for expected shortfall regression via Neyman-orthogonal score 基于Neyman-正交得分的预期短缺回归最优分布式子采样

KNOWLEDGE-BASED SYSTEMS

IF7.6

2025-06-01

PREAI

Li, Xing; Wang, Lei; Lian, Heng

Improved analysis of supervised learning in the RKHS with random features: Beyond least squares

NEURAL NETWORKS

IF6.3

2025-04-01

PREAI

Liu, Jiamin; Wang, Lei; Lian, Heng

Statistical Inference for High-Dimensional Convoluted Rank Regression 高维卷积秩回归的统计推断

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2025-02-24

PREAI

Leheng Cai; Xu Guo; Heng Lian; Liping Zhu

Decentralized Nonconvex Low-rank Matrix Recovery 分布式非凸低秩矩阵恢复

IEEE Transactions on Image Processing

IF13.7

2025-01-01

PREAI

Junzhuo Gao; Heng Lian

Local Signal Detection on Irregular Domains with Generalized Varying Coefficient Models

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2024-12-16

PREAI

Zhang, Chengzhu; Xue, Lan; Chen, Yu; Lian, Heng; Qu, Annie

Distributed statistical estimation in quantile regression over a network

SIGNAL PROCESSING

IF3.6

2024-09-01

PREAI

Wang, Yue; Lu, Wenqi; Lian, Heng

Linear convergence of decentralized estimation for statistical estimation using gradient method

NEUROCOMPUTING

IF6.5

2024-06-01

PREAI

Xu, Wangli; Wang, Kehan; Lian, Heng

Image classification based on tensor network DenseNet model

APPLIED INTELLIGENCE

IF3.5

2024-05-21

PREAI

Zhu, Chunyang; Wang, Lei; Zhao, Weihua; Lian, Heng

Distributed Estimation of Support Vector Machines for Matrix Data

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-05-01

PREAI

Xu, Wangli; Liu, Jiamin; Lian, Heng

Robust low tubal rank tensor recovery via L2E criterion

PATTERN RECOGNITION

IF7.6

2024-05-01

PREAI

Song, Zihao; Xu, Xiangjian; Lian, Heng; Zhao, Weihua

Kernel-Based Decentralized Policy Evaluation for Reinforcement Learning 基于核的强化学习分散策略评估

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

PREAI

Liu, Jiamin; Lian, Heng

On Optimal Learning With Random Features

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-11-01

PREAI

Liu, Jiamin; Lian, Heng

Value iteration for streaming data on a continuous space with gradient method in an RKHS

NEURAL NETWORKS

IF6.3

2023-09-01

PREAI

Liu, Jiamin; Xu, Wangli; Wang, Yue; Lian, Heng

研究方向