Fan Yang
Wake Forest University(US)Rice University(US)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Topic Modeling, Adversarial Robustness in Machine Learning, Machine Learning and Data Classification, Anomaly Detection Techniques and Applications
Most-Cited Works
- → Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks(2020)1,268 cited
- → Explainability for Large Language Models: A Survey(2024)481 cited
- → Fairness in Deep Learning: A Computational Perspective(2020)222 cited
- → An Embarrassingly Simple Approach for Trojan Attack in Deep Neural Networks(2020)162 cited
- → Data-centric Artificial Intelligence: A Survey(2025)132 cited
- → XFake: Explainable Fake News Detector with Visualizations(2019)101 cited
- → On Attribution of Recurrent Neural Network Predictions via Additive Decomposition(2019)55 cited
- → AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts(2023)50 cited
- Score-CAM: Improved Visual Explanations Via Score-Weighted Class Activation Mapping.(2019)