KH
Kejun He
stat.MEAlgorithmsBayesian nonparametric priormath.STMixture modelstat.MLstat.THComputer Simulationcs.LGIndian buffet process
On Valency
published · living versionsW_zv9qtvj7·v1 · currentpublished
Structure-Aligned History Learning with Subspace-Structured Semantic IDs for Generative Recommendation
with Kaiwen Wei, Jie Zhang, Xiaomian Kang, Yuming Yang +10
1 version
Preprints & journals
26 papers in the corpus · 2016–2026Structure-Aligned History Learning with Subspace-Structured Semantic IDs for Generative Recommendation2610.25093v1 · Kaiwen Wei, Kejun He, Jie Zhang et al.2026 · 0 citationsarXivon Valency
Beyond Straightness: Non-Crossing Flow Matching via Quantile AlignTree Coupling2609.03443v1 · Junyi Lin, Mengyu Li, Jingxuan Hu et al.2026 · 0 citationsarXiv
A flexible framework for robust and efficient Mendelian randomization with debiasing.42704268 · Deng, Linsui, He, Kejun, Zhang, Xianyang2026 · 0 citationsBriefings in bioinformatics. 2026;27(5)
An adaptive subsampling method for large-sample feature screening2509.16085v2 · Xiaxue Ouyang, Kejun He, Cheng Meng2025 · 0 citationsarXiv
Tree-based additive noise directed acyclic graphical models for nonlinear causal discovery with interactions.40705488 · Zhou, Fangting, He, Kejun, Ni, Yang2025 · 1 citationBiometrics. 2025;81(3)
Joint mirror procedure: controlling false discovery rate for identifying simultaneous signals.39671277 · Deng, Linsui, He, Kejun, Zhang, Xianyang2024 · 2 citationsBiometrics. 2024;80(4)
Reduced-rank clustered coefficient regression for addressing multicollinearity in heterogeneous coefficient estimation.39136276 · Zhong, Yan, He, Kejun, Li, Gefei2024 · 3 citationsBiometrics. 2024;80(3)
Penalized spline estimation of principal components for sparse functional data: rates of convergence2402.05438v1 · Shiyuan He, Jianhua Z. Huang, Kejun He2024 · 3 citationsarXiv
Multi-way overlapping clustering by Bayesian tensor decomposition.39713480 · Wang, Zhuofan, Zhou, Fangting, He, Kejun et al.2025 · 0 citationsStatistics and its interface. 2024;17(2):219-230
Functional Bayesian networks for discovering causality from multivariate functional data.37635676 · Zhou, Fangting, He, Kejun, Wang, Kunbo et al.2023 · 11 citationsBiometrics. 2023;79(4):3279-3293
Individualized causal discovery with latent trajectory embedded Bayesian networks.36807295 · Zhou, Fangting, He, Kejun, Ni, Yang2023 · 2 citationsBiometrics. 2023;79(4):3191-3202
Principal Component Analysis of Two-dimensional Functional Data with Serial Correlation2303.04408v2 · Shirun Shen, Huiya Zhou, Kejun He et al.2023 · 1 citationarXiv
Bayesian Nonlinear Tensor Regression with Functional Fused Elastic Net Prior2302.08439v1 · Shuoli Chen, Kejun He, Shiyuan He et al.2023 · 4 citationsTechnometrics, 65:4, 524-536 (2023)
Spline Estimation of Functional Principal Components via Manifold Conjugate Gradient Algorithm2211.04784v1 · Shiyuan He, Hanxuan Ye, Kejun He2022 · 1 citationarXiv
A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty2211.04874v2 · Shiyuan He, Hanxuan Ye, Kejun He2022 · 0 citationsarXiv
Powerful Spatial Multiple Testing via Borrowing Neighboring Information2210.17121v2 · Linsui Deng, Kejun He, Xianyang Zhang2022 · 0 citationsarXiv
Bayesian biclustering for microbial metagenomic sequencing data via multinomial matrix factorization.33634824 · Zhou, Fangting, He, Kejun, Li, Qiwei et al.2022 · 24 citationsBiostatistics (Oxford, England). 2022;23(3):891-909
A Unified Bayesian Framework for Bi-overlapping-Clustering Multi-omics Data via Sparse Matrix Factorization.38179127 · Zhou, Fangting, He, Kejun, Cai, James J et al.2024 · 0 citationsStatistics in biosciences. 2023;15(3):669-691
LinDA: linear models for differential abundance analysis of microbiome compositional data.35421994 · Zhou, Huijuan, He, Kejun, Chen, Jun et al.2022 · 426 citationsGenome biology. 2022;23(1):95
Causal Discovery with Heterogeneous Observational Data2201.12392v1 · Fangting Zhou, Kejun He, Yang Ni2022 · 4 citationsarXiv
Assessing the Multivariate Relationship between the Human Infant Intestinal Exfoliated Cell Transcriptome (Exfoliome) and Microbiome in Response to Diet.33353204 · He, Kejun, Donovan, Sharon M, Ivanov, Ivan V et al.2026 · 8 citationsMicroorganisms. 2020;8(12)
CP Degeneracy in Tensor Regression2010.13568v1 · Ya Zhou, Raymond K. W. Wong, Kejun He2020 · 8 citationsIEEE Access, 9:1, 7775-7788 (2021)
Broadcasted Nonparametric Tensor Regression2008.12927v3 · Ya Zhou, Raymond K. W. Wong, Kejun He2020 · 18 citationsarXiv
Efficient Estimation of Mixture Cure Frailty Model for Clustered Current Status Data1912.00295v3 · Tong Wang, Kejun He, Wei Ma et al.2019 · 0 citationsarXiv
The non-invasive exfoliated transcriptome (exfoliome) reflects the tissue-level transcriptome in a mouse model of NSAID enteropathy.29089621 · Whitfield-Cargile, Canaan M, Cohen, Noah D, He, Kejun et al.2019 · 24 citationsScientific reports. 2017;7(1):14687
Asymptotic properties of adaptive group Lasso for sparse reduced rank regression1609.06806v2 · Kejun He, Jianhua Z. Huang2016 · 2 citationsStat, 5:1, 251-261 (2016)
Career total: 44 works. 26 are in this corpus.
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