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Mengdi Huai

Trustworthy Machine Learning Explainable AI Robust Machine Learning Privacy-preserving Machine Learning Fairness In Machine Learning

Research Performance Summary

64
Total Papers
2047
Total Citations
24
H-Index
2014-2025
Active Research Span

First Recorded Paper

Capture expression-dependent au relations for expression recognition

Year: 2014

Citations: 5

Venue: 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)

Latest Recorded Paper

Towards Benchmarking Privacy Vulnerabilities in Selective Forgetting with Large Language Models

Year: 2025

Citations: 0

Venue: arXiv preprint arXiv:2512.18035

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
10
2024
12
2023
10
2022
6
2021
3
2020
7
2019
4
2018
8
2017
1
2015
2
2014
1

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 43
Journal 7
Book 2

Top Coauthors

Huai Zhang Wang

Research Impact by Period

2025-2026

Period Stats
Papers 10
Citations 84
Avg. Citations / Paper 8.4
H-Index 4

2020-2024

Period Stats
Papers 38
Citations 784
Avg. Citations / Paper 20.6
H-Index 15

2015-2019

Period Stats
Papers 15
Citations 1174
Avg. Citations / Paper 78.3
H-Index 13

2010-2014

Period Stats
Papers 1
Citations 5
Avg. Citations / Paper 5
H-Index 1

Contact and Professional Links

Contact Information

mdhuai@iastate.edu

Professional Links

Google Scholar
University Page

Detected Research Keywords

Patient Similarity Learning Context Right Forgotten Treatment Effect Estimation Data Poisoning Attacks Membership Inference Attacks Understanding Enhancing Robustness Individual Treatment Effect Brain Effective Connectivity Stable Explainable Attention Rethinking Adversarial Robustness