Mengtong Hu

Mathematics · University of Michigan

Early career · publishing since 2021Rising activity

Advanced Causal Inference Techniques Statistical Methods and Inference Privacy-Preserving Technologies in Data Topic Modeling Recommender Systems and Techniques

Publications

Citations

Est. group size

Recurring co-author estimate

Active years

Publishing since 2021

In context

Among 56 early career Mathematics PIs within our index

Citations: 29cohort median 54

Publications / year (recent): 2.6cohort median 2.7

Typically publishes in teams of ~6 · 29% small-team papers (≤3 authors) · across 7 venues

Publication cadence

Publications per year over the last 10 years — averaging 2.6/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

Theory for Identification and Inference with Synthetic Controls: A Proximal Causal Inference Framework
Figshare · 2026
Theory for Identification and Inference with Synthetic Controls: A Proximal Causal Inference Framework
Figshare · 2026
Theory for Identification and Inference with Synthetic Controls: A Proximal Causal Inference Framework
Journal of the American Statistical Association · 2026
Longitudinal analyses of depressive symptoms across pregnancy in Black women
Annals of Epidemiology · 2026
Synthetic Data from Cross-Domain Events for Large-Scale Recommendation Systems
arXiv (Cornell University) · 2026
Synthetic Data from Cross-Domain Events for Large-Scale Recommendation Systems
arXiv (Cornell University) · 2026
Collaborative Inference for Accelerated Failure Time Model Using Clinical Center‐Level Summary Statistics
Statistics in Medicine · 2025
Collaborative inference for treatment effect with distributed data‐sharing management in multicenter studies
Statistics in Medicine · 2024
Privacy-Enhanced Learning and Inference With Distributed Clinical Datasets
Deep Blue (University of Michigan) · 2024
Privacy enhanced collaborative inference in the Cox proportional hazards model for distributed data
arXiv (Cornell University) · 2024
Fathers Matter
MCN The American Journal of Maternal/Child Nursing · 2023
Collaborative causal inference with a distributed data-sharing management
arXiv (Cornell University) · 2022
Theory for identification and Inference with Synthetic Controls: A Proximal Causal Inference Framework
arXiv (Cornell University) · 2021
On Proximal Causal Inference With Synthetic Controls
arXiv (Cornell University) · 2021

Publishes in

arXiv (Cornell University)×6
Statistics in Medicine×2
Figshare×2
MCN The American Journal of Maternal/Child Nursing×1
Deep Blue (University of Michigan)×1

Similar researchers

By research-topic overlap

Florian Gunsilius
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Jiacong Du
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Ben B. Hansen
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Arvid Sjölander
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Jingshen Wang
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 25, 2026.

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