Zhonghua Liu
Scholar

Zhonghua Liu

Google Scholar ID: EXer5nwAAAAJ
Department of Biostatistics, Columbia University
StatisticsMachine LearningCausal InferenceGenetics/Genomics
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Citations & Impact
All-time
Citations
1,604
 
H-index
22
 
i10-index
37
 
Publications
20
 
Co-authors
37
list available
Contact
No contact links provided.
Publications
7 items
Identification and Inference for Structural Accelerated Failure Time Models via Instrument Interactions
2026
Cited
0
Deep Neural Network Training as Random Effects: An Optimization-Inference Duality
2026
Cited
0
Semiparametric Causal Inference for Right-Censored Outcomes with Many Weak Invalid Instruments
2025
Cited
0
Mendelian Randomization Methods for Causal Inference: Estimands, Identification and Inference
2025
Cited
0
Quasi Instrumental Variable Methods for Stable Hidden Confounding and Binary Outcome
2025
Cited
0
MR-MAGIC: Robust Causal Inference Using Many Weak Genetic Interactions
2025
Cited
0
TastepepAI, An artificial intelligence platform for taste peptide de novo design
2025
Cited
0
Resume (English only)
Co-authors
37 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Xihong Lin
Xihong Lin
Harvard University
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Eric J Tchetgen Tchetgen
Eric J Tchetgen Tchetgen
University Professor
Baoluo Sun
Baoluo Sun
National University of Singapore