Publications by authors named "Heng Lian"

Claim this Profile
L
Linear convergence of proximal gradient method for linear sparse SVM.
Xiaoqi Jiao, Heng Lian, Jiamin Liu, Yingying Zhang

Neural Netw· February 2026

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
F
FX-Cell: a method for single-cell RNA sequencing on difficult-to-digest and cryopreserved plant samples.
Xin Ming, Mu-Chun Wan, Zheng-Da Zhang, Hao-Chen Xue, Ya-Qi Wu, Heng Lian

Nat Methods· December 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A unified cell atlas of vascular plants reveals cell-type foundational genes and accelerates gene discovery.
Hao-Chen Xue, Zhou-Geng Xu, Yu-Jie Liu, Long Wang, Xin Ming, Heng Lian

Cell· October 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
K
Kernel-Based Decentralized Policy Evaluation for Reinforcement Learning.
Jiamin Liu, Heng Lian

IEEE Trans Neural Netw Learn Syst· June 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
I
Improved analysis of supervised learning in the RKHS with random features: Beyond least squares.
Jiamin Liu, Lei Wang, Heng Lian

Neural Netw· April 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Class of Structured High-Dimensional Dynamic Covariance Matrices.
Jin Yang, Heng Lian, Wenyang Zhang

Commun Math Stat· April 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
D
Decentralized Nonconvex Low-rank Matrix Recovery.
Junzhuo Gao, Heng Lian

IEEE Trans Image Process· January 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
L
Local signal detection on irregular domains with generalized varying coefficient models.
Chengzhu Zhang, Lan Xue, Yu Chen, Heng Lian, Annie Qu

J Am Stat Assoc· December 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
S
Single-Index Mixed-Effects Model for Asymmetric Bivariate Clustered Data.
Weihua Zhao, Dipankar Bandyopadhyay, Heng Lian

J Indian Soc Probab Stat· June 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
D
Distributed Estimation of Support Vector Machines for Matrix Data.
Wangli Xu, Jiamin Liu, Heng Lian

IEEE Trans Neural Netw Learn Syst· May 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
O
On Optimal Learning With Random Features.
Jiamin Liu, Heng Lian

IEEE Trans Neural Netw Learn Syst· November 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
V
Value iteration for streaming data on a continuous space with gradient method in an RKHS.
Jiamin Liu, Wangli Xu, Yue Wang, Heng Lian

Neural Netw· September 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
P
Properties of Standard and Sketched Kernel Fisher Discriminant.
Jiamin Liu, Wangli Xu, Fode Zhang, Heng Lian

IEEE Trans Pattern Anal Mach Intell· August 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
S
Semiparametric function-on-function quantile regression model with dynamic single-index interactions.
Hanbing Zhu, Yuanyuan Zhang, Yehua Li, Heng Lian

Comput Stat Data Anal· June 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
S
Sex differences in the oral microbiome, host traits, and their causal relationships.
Xiaomin Liu, Xin Tong, Zhuye Jie, Jie Zhu, Liu Tian, Heng Lian, Liang Xiao

iScience· January 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
Communication-efficient estimation and inference for high-dimensional quantile regression based on smoothed decorrelated score.
Fengrui Di, Lei Wang, Heng Lian

Stat Med· November 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
L
Life History Recorded in the Vagino-cervical Microbiome Along with Multi-omes.
Zhuye Jie, Chen Chen, Lilan Hao, Fei Li, Liju Song, Heng Lian, Liang Xiao

Genomics Proteomics Bioinformatics· April 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A robust mechanism for resetting juvenility during each generation in Arabidopsis.
Jian Gao, Ke Zhang, Ying-Juan Cheng, Sha Yu, Guan-Dong Shang, Lian-Yu Wu, Heng Lian

Nat Plants· March 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
D
Distributed learning for sketched kernel regression.
Heng Lian, Jiamin Liu, Zengyan Fan

Neural Netw· November 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Ultra high-dimensional semiparametric longitudinal data analysis.
Brittany Green, Heng Lian, Yan Yu, Tianhai Zu

Biometrics· September 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
L
Learning Rate for Convex Support Tensor Machines.
Heng Lian

IEEE Trans Neural Netw Learn Syst· August 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
R
Redundant and specific roles of individual MIR172 genes in plant development.
Heng Lian, Long Wang, Ning Ma, Chuan-Miao Zhou, Lin Han

PLoS Biol· February 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
D
Debiasing and Distributed Estimation for High-Dimensional Quantile Regression.
Weihua Zhao, Fode Zhang, Heng Lian

IEEE Trans Neural Netw Learn Syst· July 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
R
Randomized sketches for kernel CCA.
Heng Lian, Fode Zhang, Wenqi Lu

Neural Netw· July 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
L
Long Noncoding RNA NHEG1 Drives β-Catenin Transactivation and Neuroblastoma Progression through Interacting with DDX5.
Xiang Zhao, Dan Li, Feng Yang, Heng Lian, Jianqun Wang

Mol Ther· March 2020

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis