Mengdi Huai

1. White-box Membership Inference Attacks against Diffusion Models
   2023/08/11 by Yan Pang, Pang, Yan, Tianhao Wang +7 · 5 citations
   Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
2. Inductive Graph Unlearning
   2023/04/06 by Chenglong Wang, Mengdi Huai, Wang, Cheng-Long +3 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Big Data and Digital Economy #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
3. A survey of security and privacy issues of machine unlearning
   2025/01/10 by Aobo Chen, Yangyi Li, Chenxu Zhao +1 · 7 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Security and Verification in Computing
4. Improving Interpretation Faithfulness for Vision Transformers
   2023/11/29 by Lijie Hu, Yixin Liu, Hu, Lijie +9 · 3 citations
   Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
5. Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction
   2024/01/03 by Wei Qian, Chenxu Zhao, Qian, Wei +8 · 5 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
6. Automated Natural Language Explanation of Deep Visual Neurons with Large Models
   2023/10/16 by Chenxu Zhao, Zhao, Chenxu, Qian, Wei +6 · 2 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science
7. AdvST: Revisiting Data Augmentations for Single Domain Generalization
   2023/12/20 by Guangtao Zheng, Zheng, Guangtao, Mengdi Huai +3 · 2 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Respiratory viral infections research
8. Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
   2024/07/03 by Jiaqi Wang, Wang, Jiaqi, Chenxu Zhao +9 · 3 citations
   Computer Science · #Privacy-Preserving Technologies in Data