Wang, Xiaoyun
- Energy-based Out-of-distribution Detection
2020/10/08 by Weitang Liu, Liu, Weitang, Xiaoyun Wang +5 · 171 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts
2023/11/09 by Yichen Gong, Gong, Yichen, Delong Ran +13 · 101 citations
Computer Science · #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications #Topic Modeling
- Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging
2024/04/08 by Tianshuo Cong, Delong Ran, Cong, Tianshuo +15 · 9 citations
Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Toward 6G Native-AI Network: Foundation Model based Cloud-Edge-End Collaboration Framework
2023/10/26 by Xiang Chen, Chen, Xiang, Zhiheng Guo +11 · 4 citations
Computer Science · Engineering · #IoT and Edge/Fog Computing #Advanced Wireless Communication Technologies #Modular Robots and Swarm Intelligence
- Attack Graph Convolutional Networks by Adding Fake Nodes
2018/10/25 by Wang, Xiaoyun, Cheng, Minhao, Eaton, Joe +2 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- GraphDefense: Towards Robust Graph Convolutional Networks
2019/11/11 by Xiaoyun Wang, Xuanqing Liu, Wang, Xiaoyun +3 · 1 citation
Computer Science · Social Sciences · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-task Learning-based CSI Feedback Design in Multiple Scenarios
2022/04/27 by Xiangyi Li, Jiajia Guo, Li, Xiangyi +8 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Hard-Label Cryptanalytic Extraction of Neural Network Models
2024/09/18 by Yi Chen, Chen, Yi, Xiaoyang Dong +9 · 2 citations
Computer Science · Decision Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Scientific Computing and Data Management #Statistical and Computational Modeling
- Network Architecture Design toward Convergence of Mobile Applications and Networks
2023/06/15 by Shuangfeng Han, Zhiming Liu, Han, Shuangfeng +5 · 1 citation
Computer Science · Engineering · #Image and Video Quality Assessment #Telecommunications and Broadcasting Technologies #IoT and Edge/Fog Computing
- LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models
2025/07/24 by Delong Ran, Ran, Delong, Xinlei He +9 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topic Modeling