JC

Jinyuan Chang

0000-0001-7933-4449

stat.MEmath.STstat.THecon.EMcs.LGDrugs, Chinese Herbalstat.MLBreast NeoplasmsCancer PainHigh dimension

On Valency

published · living versions

Harnessing collaborative networks for nonparametric quantile learning

with Yue Wang, Heng Lian, Wen-Xin Zhou

1 version

W_hkrajrjzv1 · current

On the approximate maximum likelihood estimation for diffusion processes

W_yusmdk74v1

Testing for high-dimensional white noise using maximum cross-correlations

W_94jjy7w4v1

Preprints & journals

50 papers in the corpus · 2004–2026

CP-factorization for high dimensional tensor time series and double projection iterations

Jinyuan Chang, Guanglin Huang, Qiwei Yao et al.

1 citation

2606.08560v22026arXiv

Adapting to noise tails in private linear regression

Jinyuan Chang, Lin Yang, Mengyue Zha et al.

0 citations

2603.07505v12026arXiv

JAB1/CRL4B complex represses PPARG/ACSL5 expression to promote breast tumorigenesis.

Hu, Ting, Ma, Tianyu, Huo, Miaomiao et al.

3 citations

413881882026Cell death and differentiation. 2026;33(6):1175-1191

Machine learning-assisted photoelectrochemical biosensor based on DNA-AgNCs nanowires for exosomal lncRNA intelligent diagnosis.

Geng, Wenchao, Ji, Jiangying, Yan, Zhiyi et al.

6 citations

415133502026Analytica chimica acta. 2026;1384:344981

Cross-view Joint Learning for Mixed-Missing Multi-view Unsupervised Feature Selection

Zongxin Shen, Yanyong Huang, Dongjie Wang et al.

0 citations

2511.12261v12025arXiv

Beyond Correlation: Causal Multi-View Unsupervised Feature Selection Learning

Zongxin Shen, Yanyong Huang, Bin Wang et al.

0 citations

2509.13763v22025arXiv

Genetic evidence for causal relationships between vegetarian biomarkers and esophageal cancer risk.

Liu, Xinqi, Xu, Xu, Jiang, Zhenglong et al.

0 citations

406827542025Discover oncology. 2025;16(1):1374

Structure-affinity driven repurposing of natural compounds and herbal prescriptions for ulcerative colitis and psoriasis.

Tian, Rui, Hu, Ting, Chang, Jinyuan et al.

2 citations

405822052025Phytomedicine : international journal of phytotherapy and phytopharmacology. 2025;145:156999

Molecular mechanism of bisphenols induction of breast cancer through PGR revealed by network toxicology and transcriptomics integration analysis.

Yuan, Baowen, Li, Yu, Chang, Jinyuan et al.

13 citations

404824482025Ecotoxicology and environmental safety. 2025;300:118480

Controlling the false discovery rate in high-dimensional linear models using model-X knockoffs and $p$ -values

Jinyuan Chang, Chenlong Li, Cheng Yong Tang et al.

0 citations

2505.16124v32025arXiv

Testing independence and conditional independence in high dimensions via coordinatewise Gaussianization

Jinyuan Chang, Yue Du, Jing He et al.

0 citations

2504.02233v22025arXiv

Empirical likelihood approach for high-dimensional moment restrictions with dependent data

Jinyuan Chang, Qiao Hu, Zhentao Shi et al.

0 citations

2502.18970v22025arXiv

HDTSA: An R package for high-dimensional time series analysis

Jinyuan Chang, Jing He, Chen Lin et al.

1 citation

2412.17341v12024arXiv

Bayesian penalized empirical likelihood and Markov Chain Monte Carlo sampling

Jinyuan Chang, Cheng Yong Tang, Yuanzheng Zhu

0 citations

2412.17354v32024arXiv

Identification and estimation for matrix time series CP-factor models

Jinyuan Chang, Yue Du, Guanglin Huang et al.

0 citations

2410.05634v32024Annals of Statistics 2026, Vol. 54, pp. 1372-1397

Autoregressive networks with dependent edges

Jinyuan Chang, Qin Fang, Eric D. Kolaczyk et al.

1 citation

2404.15654v62024arXiv

Deep conditional distribution learning via conditional Föllmer flow

Jinyuan Chang, Zhao Ding, Yuling Jiao et al.

0 citations

2402.01460v42024arXiv

Statistical Inferences for Complex Dependence of Multimodal Imaging Data.

Chang, Jinyuan, He, Jing, Kang, Jian et al.

5 citations

392058622025Journal of the American Statistical Association. 2024;119(546):1486-1499

Efficiently handling constraints with Metropolis-adjusted Langevin algorithm

Jinyuan Chang, Cheng Yong Tang, Yuanzheng Zhu

1 citation

2302.11971v22023arXiv

Identification of the Key Active Pharmaceutical Ingredients of Yishen Qutong Granule, A Chinese Medicine Formula, In The Treatment of Primary Lung Cancer.

Chen, Jiayang, Feng, Li, Jin, Wei et al.

4 citations

365034682023Combinatorial chemistry & high throughput screening. 2023;26(8):1594-1608

Statistical inference for high-dimensional spectral density matrix

Jinyuan Chang, Qing Jiang, Tucker S. McElroy et al.

4 citations

2212.13686v32022arXiv

Integrating transcriptomics and network analysis-based multiplexed drug repurposing to screen drug candidates for M2 macrophage-associated castration-resistant prostate cancer bone metastases.

Chang, Jinyuan, Jiang, Zhenglong, Ma, Tianyu et al.

5 citations

363897222022Frontiers in immunology. 2022;13:989972

Network Pharmacology and in vitro Experimental Verification on Intervention of Quercetin, Present in Chinese Medicine Yishen Qutong Granules, on Esophageal Cancer.

Li, Jie, Chang, Jin-Yuan, Jiang, Zheng-Long et al.

8 citations

360947702023Chinese journal of integrative medicine. 2023;29(3):233-243

Testing the martingale difference hypothesis in high dimension

Jinyuan Chang, Qing Jiang, Xiaofeng Shao

16 citations

2209.04770v22022Journal of Econometrics 2023, Vol. 235, pp. 972-1000

The Molecular Mechanism of Traditional Chinese Medicine Prescription: Gu-tong Formula in Relieving Osteolytic Bone Destruction.

Chang, Jinyuan, Jiang, Zhenglong, Jin, Wei et al.

5 citations

358728372022BioMed research international. 2022;2022:4931368

Modelling matrix time series via a tensor CP-decomposition

Jinyuan Chang, Jing He, Lin Yang et al.

42 citations

2112.15423v22021Journal of the Royal Statistical Society Series B 2023, Vol. 85, pp. 127-148

Edge differentially private estimation in the $\beta$ -model via jittering and method of moments

Jinyuan Chang, Qiao Hu, Eric D. Kolaczyk et al.

7 citations

2112.10151v22021Annals of Statistics 2024, Vol. 52, pp. 708-728

Culling the herd of moments with penalized empirical likelihood

Jinyuan Chang, Zhentao Shi, Jia Zhang

4 citations

2108.03382v42021Journal of Business & Economic Statistics 2023, Vol. 41, pp. 791-805

Central limit theorems for high dimensional dependent data

Jinyuan Chang, Xiaohui Chen, Mingcong Wu

31 citations

2104.12929v42021Bernoulli 2024, Vol. 30, pp. 712-742

Investigating the Multitarget Mechanism of Traditional Chinese Medicine Prescription for Cancer-Related Pain by Using Network Pharmacology and Molecular Docking Approach.

Chang, Jinyuan, Liu, Lixing, Wang, Yaohan et al.

17 citations

332242542020Evidence-based complementary and alternative medicine : eCAM. 2020;2020:7617261

An autocovariance-based learning framework for high-dimensional functional time series

Jinyuan Chang, Cheng Chen, Xinghao Qiao et al.

22 citations

2008.12885v32020Journal of Econometrics 2024, Vol. 239, 105385

Effect of Oral Chinese Medicine Combined with Western Medicine on Cancer Pain: A Meta-Analysis.

Wang, Yao-Han, Chang, Jin-Yuan, Feng, Li

12 citations

328204542021Chinese journal of integrative medicine. 2021;27(9):713-720

Testing for unit roots based on sample autocovariances

Jinyuan Chang, Guanghui Cheng, Qiwei Yao

0 citations

2006.07551v22020Biometrika 2022, Vol. 109, No. 2, 543-550

Optimal covariance matrix estimation for high-dimensional noise in high-frequency data

Jinyuan Chang, Qiao Hu, Cheng Liu et al.

14 citations

1812.08217v52018Journal of Econometrics 2024, Vol. 239, 105329

High-dimensional empirical likelihood inference

Jinyuan Chang, Song Xi Chen, Cheng Yong Tang et al.

18 citations

1805.10742v22018Biometrika 2021, Vol. 108, No. 1, 127-147

Estimation of subgraph density in noisy networks

Jinyuan Chang, Eric D. Kolaczyk, Qiwei Yao

31 citations

1803.02488v32018Journal of the American Statistical Association 2022, Vol. 117, No. 537, 361-374

A frequency domain analysis of the error distribution from noisy high-frequency data

Jinyuan Chang, Aurore Delaigle, Peter Hall et al.

7 citations

1801.06669v12018Biometrika 2018, Vol. 105, No. 2, 353-369

A new scope of penalized empirical likelihood with high-dimensional estimating equations

Jinyuan Chang, Cheng Yong Tang, Tong Tong Wu

40 citations

1704.00566v22017Annals of Statistics 2018, Vol. 46, No. 6B, 3185-3216

Simulation-based hypothesis testing of high dimensional means under covariance heterogeneity.

Chang, Jinyuan, Zheng, Chao, Zhou, Wen-Xin et al.

63 citations

283697422018Biometrics. 2017;73(4):1300-1310

Testing for high-dimensional white noise using maximum cross-correlations

Jinyuan Chang, Qiwei Yao, Wen Zhou

47 citations

1608.02067v32016Biometrika 2017, Vol. 104, No. 1, 111-127

Comparing large covariance matrices under weak conditions on the dependence structure and its application to gene clustering.

Chang, Jinyuan, Zhou, Wen, Zhou, Wen-Xin et al.

57 citations

273776482017Biometrics. 2017;73(1):31-41

Confidence regions for entries of a large precision matrix

Jinyuan Chang, Yumou Qiu, Qiwei Yao et al.

39 citations

1603.06663v32016Journal of Econometrics 2018, Vol. 206, No. 1, 57-82

Principal component analysis for second-order stationary vector time series

Jinyuan Chang, Bin Guo, Qiwei Yao

54 citations

1410.2323v42014Annals of Statistics 2018, Vol. 46, No. 5, 2094-2124

Double-bootstrap methods that use a single double-bootstrap simulation

Jinyuan Chang, Peter Hall

38 citations

1408.6327v12014Biometrika 2015, Vol. 102, No. 1, 203-214

Cramér-type moderate deviations for Studentized two-sample $U$ -statistics with applications

Jinyuan Chang, Qi-Man Shao, Wen-Xin Zhou

25 citations

1407.4546v72014Annals of Statistics 2016, Vol. 44, No. 5, 1931-1956

High dimensional stochastic regression with latent factors, endogeneity and nonlinearity

Jinyuan Chang, Bin Guo, Qiwei Yao

61 citations

1310.1990v22013Journal of Econometrics 2015, Vol. 189, No. 2, 297-312

High dimensional generalized empirical likelihood for moment restrictions with dependent data

Jinyuan Chang, Song Xi Chen, Xiaohong Chen

57 citations

1308.5732v32013Journal of Econometrics 2015, Vol. 185, No. 1, 283-304

On the approximate maximum likelihood estimation for diffusion processes

Jinyuan Chang, Song Xi Chen

38 citations

1203.2004v12012Annals of Statistics 2011, Vol. 39, No. 6, 2820-2851

Do levels of airborne grass pollen influence asthma hospital admissions?

Erbas, B, Chang, J-H, Dharmage, S et al.

103 citations

178777632008Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology. 2007;37(11):1641-7

Regularized image reconstruction algorithms for positron emission tomography.

Chang, Ji-Ho, Anderson, John M M, Votaw, John R

53 citations

153771252004IEEE transactions on medical imaging. 2004;23(9):1165-75

Career total: 76 works. 50 are in this corpus.

Profile built from the corpus for this byline.

76

works

1,119

citations

19

h-index

Corpus papers per year

Author records are still filling in while the Hub is in beta. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.