Cheng, Xinwen
- Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement
2024/09/29 by Huang, Zhehao, Cheng, Xinwen, Zheng, JingHao +4 · 13 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Friendly Sharpness-Aware Minimization
2024/03/19 by Tao Li, Pan Zhou, Li, Tao +7 · 10 citations
Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
2024/05/28 by Yingwen Wu, Wu, Yingwen, Ruiji Yu +7 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications
- Low-Dimensional Gradient Helps Out-of-Distribution Detection
2023/10/26 by Wu, Yingwen, Li, Tao, Cheng, Xinwen +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Towards Natural Machine Unlearning
2024/05/24 by Zhengbao He, He, Zhengbao, Tao Li +7 · 2 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- FG-UAP: Feature-Gathering Universal Adversarial Perturbation
2022/09/27 by Zhixing Ye, Ye, Zhixing, Xinwen Cheng +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors
2022/11/22 by Sizhe Chen, Chen, Sizhe, Geng Yuan +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)