Concepedia

Ninghao Liu

NL

Statistics

Publications

67

Citations

4.5K

H-Index

31

Active since

2016

Affiliations

Texas A&M University(Current)

University of Georgia

Rice University

University of Virginia

Hong Kong Polytechnic University

Ninghao Liu is an author at Texas A&M University specializing in computing, machine learning, and computer science.

Publications per year

2016–2025

67

Publications

67

Techniques for interpretable machine learning

Mengnan Du, Ninghao Liu, Xia Hu · Communications of the ACM · 2019 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +16

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

Computing, Computer Science, Knowledge Representation +16

An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks

Ruixiang Tang, Mengnan Du, Ninghao Liu et al. · 2020 · 165 citations · Full text

Computing, Computer Science, Cybersecurity +8

Sparse-Interest Network for Sequential Recommendation

Qiaoyu Tan, Jianwei Zhang, Jiangchao Yao et al. · 2021 · 148 citations

Computing, Computer Science, Data Mining +7

Applying large language models and chain-of-thought for automatic scoring

Gyeong-Geon Lee, Ehsan Latif, Xuansheng Wu et al. · Computers and Education Artificial Intelligence · 2024 · 128 citations · Full text

Education, Educational Assessment, Science Education +13

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