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Lian, Heng
9 publications
AAAI
2025
Metric-Agnostic Continual Learning for Sustainable Group Fairness
Heng Lian
,
Chen Zhao
,
Zhong Chen
,
Xingquan Zhu
,
My T. Thai
,
Yi He
JMLR
2025
Optimal Subsampling for High-Dimensional Partially Linear Models via Machine Learning Methods
Yujing Shao
,
Lei Wang
,
Heng Lian
,
Haiying Wang
NeurIPS
2024
HGDL: Heterogeneous Graph Label Distribution Learning
Yufei Jin
,
Heng Lian
,
Yi He
,
Xingquan Zhu
JMLR
2024
More Efficient Estimation of Multivariate Additive Models Based on Tensor Decomposition and Penalization
Xu Liu
,
Heng Lian
,
Jian Huang
JMLR
2022
Debiased Distributed Learning for Sparse Partial Linear Models in High Dimensions
Shaogao Lv
,
Heng Lian
NeurIPS
2022
Distributed Learning of Conditional Quantiles in the Reproducing Kernel Hilbert Space
Heng Lian
JMLR
2022
Statistical Rates of Convergence for Functional Partially Linear Support Vector Machines for Classification
Yingying Zhang
,
Yan-Yong Zhao
,
Heng Lian
JMLR
2020
High-Dimensional Quantile Tensor Regression
Wenqi Lu
,
Zhongyi Zhu
,
Heng Lian
JMLR
2020
Ultra-High Dimensional Single-Index Quantile Regression
Yuankun Zhang
,
Heng Lian
,
Yan Yu