Xiaotong Shen

Changchun University of Science and Technology

Also affiliated with Hebei Medical University, University of Minnesota, Hebei North University, Zhangjiakou Academy of Agricultural Sciences, China Agricultural University

MathematicsBiochemistry, Genetics and Molecular BiologyComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 6%percentile

0.319Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Using GWAS summary data to impute traits for genotyped individuals

Human Genetics and Genomics Advances(2023)10.1016/j.xhgg.2023.100197

Top 53%

0.319DataRank

Top 53%7 citations

Zhaotong Lin, Ruoyu He, Xiaotong Shen, Wei Pan, Jingchen Ren

Papers

Driven by 35 papers — median percentile 47. Top paper: “Constrained maximum likelihood-based Mendelian randomization robust to both correlated and uncorrelated pleiotropic effects”.

Constrained maximum likelihood-based Mendelian randomization robust to both correlated and uncorrelated pleiotropic effects

The American Journal of Human Genetics(2021)10.1016/j.ajhg.2021.05.014

N/A

7.5DataRank · unranked

378 citations

Xiaotong Shen, Wei Pan, Haoran Xue

Deep reinforcement learning for personalized treatment recommendation

Statistics in Medicine(2022)10.1002/sim.9491

N/A

0.644DataRank · unranked

72 citations

Xiaotong Shen, Wei Pan, Mingyang Liu

Causal Inference in Transcriptome-Wide Association Studies with Invalid Instruments and GWAS Summary Data

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2183127

N/A

0.524DataRank · unranked

32 citations

Xiaotong Shen, Wei Pan, Haoran Xue

Using GWAS summary data to impute traits for genotyped individuals

Human Genetics and Genomics Advances(2023)10.1016/j.xhgg.2023.100197

Top 53%

0.319DataRank

Top 53%7 citations

Zhaotong Lin, Ruoyu He, Xiaotong Shen, Wei Pan, Jingchen Ren

Inference for a Large Directed Acyclic Graph with Unspecified Interventions

PubMed(2021)10.48550/arxiv.2110.03805

N/A

0.312DataRank · unranked

7 citations

Xiaotong Shen, Wei Pan, Chunlin Li

A hierarchical ensemble causal structure learning approach for wafer manufacturing

Journal of Intelligent Manufacturing(2023)10.1007/s10845-023-02188-z

N/A

0.269DataRank · unranked

5 citations

Sthitie Bom, Xiaotong Shen, Yang Yu

Deep causal feature extraction and inference with neuroimaging genetic data

Statistics in Medicine(2023)10.1002/sim.9824

N/A

0.241DataRank · unranked

4 citations

Dipnil Charkraborty, Lin Zhang, Xiaotong Shen, Alzheimer's Disease Neuroimaging Initiative, Wei Pan +1 more

A bootstrap model comparison test for identifying genes with context-specific patterns of genetic regulation

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.03.06.531446

N/A

0.165DataRank · unranked

2 citations

Ben Dai, Xiaotong Shen, Wei Pan, Mykhaylo M. Malakhov

Boosting Data Analytics With Synthetic Volume Expansion

arXiv (Cornell University)(2023)10.48550/arxiv.2310.17848

N/A

0.165DataRank · unranked

2 citations

Yifei Liu, Rex Shen, Xiaotong Shen

DeLIVR: a deep learning approach to IV regression for testing nonlinear causal effects in transcriptome-wide association studies

Biostatistics(2023)10.1093/biostatistics/kxac051

N/A

0DataRank · unranked

15 citations

Mingyang Liu, Zhaotong Lin, Zhong Zhuang, Xiaotong Shen, Wei Pan +1 more

Nonlinear Causal Discovery with Confounders

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2179490

N/A

0DataRank · unranked

13 citations

Xiaotong Shen, Wei Pan, Chunlin Li

Discovery and Inference of a Causal Network with Hidden Confounding

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2261658

N/A

0DataRank · unranked

3 citations

Chunlin Li, Xiaotong Shen, Wei Pan, Li Chen

Inference of causal metabolite networks in the presence of invalid instrumental variables with GWAS summary data

Genetic Epidemiology(2023)10.1002/gepi.22535

N/A

0DataRank · unranked

2 citations

Zhaotong Lin, Xiaotong Shen, Ling Li, Wei Pan, Siyi Chen

Data-adaptive discriminative feature localization with statistically guaranteed interpretation

The Annals of Applied Statistics(2023)10.1214/22-aoas1705

N/A

0DataRank · unranked

2 citations

Xiaotong Shen, Lin Y. Chen, Chunlin Li, Wei Pan, Ben Dai

Inferring a directed acyclic graph of phenotypes from GWAS summary statistics

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.02.10.528092

N/A

0DataRank · unranked

1 citations

Chunlin Li, Xiaotong Shen, Wei Pan, Tianzhong Yang, Rachel Zilinskas

Nonlinear Causal Discovery with Confounders

arXiv (Cornell University)(2023)10.48550/arxiv.2302.03178

N/A

0DataRank · unranked

0 citations

Xiaotong Shen, Wei Pan, Chunlin Li

Causal Discovery with Generalized Linear Models through Peeling Algorithms

PubMed(2023)10.48550/arxiv.2310.16698

N/A

0DataRank · unranked

0 citations

Xiaotong Shen, Wei Pan, Minjie Wang

Boosting Summarization with Normalizing Flows and Aggressive Training

(2023)10.18653/v1/2023.emnlp-main.165

N/A

0DataRank · unranked

0 citations

Xiaotong Shen, Yang Yu

Novel Uncertainty Quantification Through Perturbation-Assisted Sample Synthesis

IEEE Transactions on Pattern Analysis and Machine Intelligence(2024)10.1109/tpami.2024.3393364

N/A

0DataRank · unranked

5 citations

Rex Shen, Xiaotong Shen, Yifei Liu

Inferring a directed acyclic graph of phenotypes from GWAS summary statistics

Biometrics(2024)10.1093/biomtc/ujad039

N/A

0DataRank · unranked

4 citations

Chunlin Li, Xiaotong Shen, Wei Pan, Tianzhong Yang, Rachel Zilinskas

A bootstrap model comparison test for identifying genes with context-specific patterns of genetic regulation

The Annals of Applied Statistics(2024)10.1214/23-aoas1859

N/A

0DataRank · unranked

2 citations

Ben Dai, Xiaotong Shen, Wei Pan, Mykhaylo M. Malakhov

Conditional Data Synthesis Augmentation

Journal of the American Statistical Association(2025)10.1080/01621459.2025.2586772

N/A

0DataRank · unranked

3 citations

Xiaotong Shen, Xinyu Tian

Generative Distribution Prediction: A Unified Approach to Multimodal Learning

arXiv (Cornell University)(2025)10.48550/arxiv.2502.07090

N/A

0DataRank · unranked

0 citations

Xiaotong Shen, Xinyu Tian

Extracting Genetically‐Imputed Causal Features From ECG Data

Statistical Analysis and Data Mining The ASA Data Science Journal(2025)10.1002/sam.70026

N/A

0DataRank · unranked

0 citations

Zhaotong Lin, Xiaotong Shen, Lin Y. Chen, Wei Pan, Yuchen Yao

Distributed Algorithms for High-Dimensional Statistical Inference and Structure Learning with Heterogeneous Data

Statistica Sinica(2025)10.5705/ss.202025.0087

N/A

0DataRank · unranked

0 citations

Xiaotong Shen, Hongru Zhao

Embedding Learning

Journal of the American Statistical Association(2020)10.1080/01621459.2020.1775614

N/A

0DataRank · unranked

18 citations

Xiaotong Shen, Junhui Wang, Ben Dai

Conditional Data Synthesis Augmentation

arXiv (Cornell University)(2025)10.48550/arxiv.2504.07426

N/A

0DataRank · unranked

0 citations

Xiaotong Shen, Xinyu Tian

Coupled Generation

Journal of the American Statistical Association(2020)10.1080/01621459.2020.1844719

N/A

0DataRank · unranked

2 citations

Xiaotong Shen, Wing Hung Wong, Ben Dai

Reconstruction of a directed acyclic graph with intervention

Electronic Journal of Statistics(2020)10.1214/20-ejs1767

N/A

0DataRank · unranked

4 citations

Xiaotong Shen, Wei Pan, Si Peng

Outcome weighted ψ‐learning for individualized treatment rules

Stat(2020)10.1002/sta4.343

N/A

0DataRank · unranked

2 citations

Xiaotong Shen, Wei Pan, Mingyang Liu

Collaborative Multilabel Classification

Journal of the American Statistical Association(2021)10.1080/01621459.2021.1961783

N/A

0DataRank · unranked

1 citations

Xiaotong Shen, Hui Jiang, Wing Hung Wong, Yunzhang Zhu

Two-level monotonic multistage recommender systems

Electronic Journal of Statistics(2021)10.1214/21-ejs1924

N/A

0DataRank · unranked

0 citations

Xiaotong Shen, Wei Pan, Ben Dai

Significance Tests of Feature Relevance for a Black-Box Learner

IEEE Transactions on Neural Networks and Learning Systems(2022)10.1109/tnnls.2022.3185742

N/A

0DataRank · unranked

34 citations

Xiaotong Shen, Wei Pan, Ben Dai

Distribution-invariant differential privacy

Journal of Econometrics(2022)10.1016/j.jeconom.2022.05.004

N/A

0DataRank · unranked

20 citations

Xiaotong Shen, Xuan Bi

Deep Learning-based Feature Extraction with MRI Data in Neuroimaging Genetics for Alzheimer’s Disease

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.11.05.515286

N/A

0DataRank · unranked

0 citations

Zhong Zhuang, Haoran Xue, Mark Fiecas, Xiaotong Shen, Alzheimer’s Disease Neuroimaging Initiative +2 more

Xiaotong Shen

Indexed papers

Top data-sharing exemplar

Papers