Statistics
Publications
55
Citations
5.1K
H-Index
26
Active since
2017
Mengnan Du is an author at Texas A&M University specializing in computer science, computing, and machine learning.
Publications per year
2017–2025
55
55
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks
Haofan Wang, Zifan Wang, Mengnan Du et al. · 2020 · 1.3K citations
Techniques for interpretable machine learning
Mengnan Du, Ninghao Liu, Xia Hu · Communications of the ACM · 2019 · 1.2K citations
Explainability for Large Language Models: A Survey
Haiyan Zhao, Hanjie Chen, Fan Yang et al. · ACM Transactions on Intelligent Systems and Technology · 2024 · 544 citations · Full text
Fairness in Deep Learning: A Computational Perspective
Mengnan Du, Fan Yang, Na Zou et al. · IEEE Intelligent Systems · 2020 · 225 citations
An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks
Ruixiang Tang, Mengnan Du, Ninghao Liu et al. · 2020 · 165 citations · Full text
1–5 of 55