Chengchun Shi

London School of Economics and Political Science

ORCID: 0000-0001-7773-2099

MathematicsComputer ScienceDecision Sciences

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 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 14 papers. Top paper: “A Reinforcement Learning Framework for Dynamic Mediation Analysis”.

A Reinforcement Learning Framework for Dynamic Mediation Analysis

arXiv (Cornell University)(2023)10.48550/arxiv.2301.13348

N/A

0.165DataRank · unranked

2 citations

Jitao Wang, Chengchun Shi, Zhenke Wu, Rui Song, Ge Lin

Multivariate Dynamic Mediation Analysis under a Reinforcement Learning Framework

arXiv (Cornell University)(2023)10.48550/arxiv.2310.16203

N/A

0.104DataRank · unranked

1 citations

Chengchun Shi, Jitao Wang, Zhenke Wu, Lexin Li, Lan Luo

Sequential pathway inference for multimodal neuroimaging analysis

Stat(2021)10.1002/sta4.433

N/A

0DataRank · unranked

3 citations

Chengchun Shi, Tengfei Guo, William J. Jagust, Lexin Li

Optimizing Pessimism in Dynamic Treatment Regimes: A Bayesian Learning Approach

arXiv (Cornell University)(2022)10.48550/arxiv.2210.14420

N/A

0DataRank · unranked

2 citations

Zhengling Qi, Chengchun Shi, Lexin Li, Yunzhe Zhou

Testing for the Markov property in time series via deep conditional generative learning

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2023)10.1093/jrsssb/qkad064

N/A

0DataRank · unranked

8 citations

Chengchun Shi, Lexin Li, Qiwei Yao, Yunzhe Zhou

Testing Directed Acyclic Graph via Structural, Supervised and Generative Adversarial Learning

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2220169

N/A

0DataRank · unranked

3 citations

Yunzhe Zhou, Lexin Li, Chengchun Shi

Dynamic noise estimation: A generalized method for modeling noise fluctuations in decision-making

Journal of Mathematical Psychology(2024)10.1016/j.jmp.2024.102842

N/A

0DataRank · unranked

18 citations

Chengchun Shi, Lexin Li, Anne Collins, Jing‐Jing Li

Multivariate dynamic mediation analysis under a reinforcement learning framework

The Annals of Statistics(2025)10.1214/24-aos2475

N/A

0DataRank · unranked

2 citations

Chengchun Shi, Jitao Wang, Zhenke Wu, Lexin Li, Lan Luo

Testing stationarity and change point detection in reinforcement learning

The Annals of Statistics(2025)10.1214/25-aos2501

N/A

0DataRank · unranked

2 citations

Chengchun Shi, Zhenke Wu, Piotr Fryźlewicz, Mengbing Li

Cortico-basal oscillations index naturalistic movements during deep brain stimulation

Brain(2025)10.1093/brain/awaf466

N/A

0DataRank · unranked

1 citations

Guy Avraham, Jiaang Yao, Lexin Li, Chengchun Shi, Philip A. Starr +2 more

HCDPD: A Heterogeneous Causal Framework for Disease Pattern Detection in Medical Imaging

medRxiv(2025)10.1101/2025.04.15.25325904

N/A

0DataRank · unranked

1 citations

Chengchun Shi, Rui Song, Marc Niethammer, Tengfei Li, Hongtu Zhu +1 more

Statistical Inference for High-Dimensional Models via Recursive Online-Score Estimation

Journal of the American Statistical Association(2020)10.1080/01621459.2019.1710154

N/A

0DataRank · unranked

41 citations

Rui Song, Wenbin Lu, Runze Li, Chengchun Shi

Generalized Fitted Q‐Iteration With Clustered Data

Stat(2025)10.1002/sta4.70112

N/A

0DataRank · unranked

0 citations

Jitao Wang, Zhenke Wu, Chengchun Shi, Liyuan Hu

Testing Mediation Effects Using Logic of Boolean Matrices

Journal of the American Statistical Association(2021)10.1080/01621459.2021.1895177

N/A

0DataRank · unranked

18 citations

Lexin Li, Chengchun Shi