7059_wang-binghui-320x355.jpg

Binghui Wang

Trustworthy Artificial Intelligence (AI) Security And Privacy In AI Systems Adversarial Machine Learning Privacy-Preserving Machine Learning AI Security Protocols
Illinois Institute of Technology Computer Science

About

I have been an Assistant Professor in the Department of Computer Science at Illinois Institute of Technology (Illinois Tech) since August 2021. I am interested in Trustworthy AI and Security & Privacy. I did my postdoc at Duke University from August 2019 to July 2021, working with Neil Gong and Yiran Chen. I earned my Ph.D. in May 2019 from Iowa State University, where I was advised by Neil Gong. I received both my M.Sc. (2015) and B.E. (2012) from Dalian University of Technology, China, graduating with the highest honor (Qu Bochuan Scholarship). I am a recipient of the NSF CAREER (2024) and CRII (2023) Awards, as well as research awards from Cisco (2022) and Amazon (2020). My work has received best paper awards at CCS’24 and CVPRW’20 and an honorable mention at NDSS’19. I was named one of Baidu Scholar’s Global Top 50 Chinese Rising Stars in AI + X (2022), received the Dean’s Excellence in Research Award (2024), and was selected for Stanford University’s World’s Top 2% Scientists List (2024, 2025).

Research Performance Summary

112
Total Papers
5579
Total Citations
34
H-Index
2006-2026
Active Research Span

First Recorded Paper

Backdoor attacks to graph neural networks. 2020

Year: 2006

Citations: 3

Venue: arXiv preprint arXiv:2006.11165

Latest Recorded Paper

On Google's SynthID-Text LLM Watermarking System: Theoretical Analysis and Empirical Validation

Year: 2026

Citations: 0

Venue: arXiv preprint arXiv:2603.03410

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
1
2025
18
2024
23
2023
8
2022
9
2021
14
2020
11
2019
6
2018
7
2017
5
2016
3

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 52
Journal 14
Book 3

Top Coauthors

Wang Gong Pang

Research Impact by Period

2025-2026

Period Stats
Papers 19
Citations 64
Avg. Citations / Paper 3.4
H-Index 5

2020-2024

Period Stats
Papers 65
Citations 3177
Avg. Citations / Paper 48.9
H-Index 29

2015-2019

Period Stats
Papers 22
Citations 2237
Avg. Citations / Paper 101.7
H-Index 15

2010-2014

Period Stats
Papers 5
Citations 98
Avg. Citations / Paper 19.6
H-Index 4

2005-2009

Period Stats
Papers 1
Citations 3
Avg. Citations / Paper 3
H-Index 1

Contact and Professional Links

Contact Information

bwang70@illinoistech.edu

Detected Research Keywords

Graph Neural Networks Online Social Networks Neural Networks Against Single Sample Per Sample Per Person Attacks Graph Neural Leakage Federated Learning Federated Learning Framework Semi Supervised Node Supervised Node Classification