Wang, Peiran
- Dataset Distillation via the Wasserstein Metric
2023/11/30 by Liu, Haoyang, Li, Yijiang, Xing, Tiancheng +5 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Adversarially Robust Dataset Distillation by Curvature Regularization
2024/03/15 by Eric Xue, Xue, Eric, Yijiang Li +8 · 4 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Fault Detection and Control Systems
- RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process
2024/10/11 by Peiran Wang, Xiaogeng Liu, Wang, Peiran +3 · 5 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Information and Cyber Security
- Fair-MoE: Fairness-Oriented Mixture of Experts in Vision-Language Models
2025/02/10 by Peiran Wang, Wang, Peiran, Tong, Linjie +4 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation
2024/10/11 by Jiang, Yukun, Wang, Peiran, Lin, Chengguo +2 · 2 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection
2025/08/02 by Peiran Wang, Wang, Peiran, Yang Liu +14 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Topic Modeling
- FedChain: An Efficient and Secure Consensus Protocol based on Proof of Useful Federated Learning for Blockchain
2023/08/29 by Wang, Peiran · 1 citation
#Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Large Language Model-based Data Science Agent: A Survey
2025/08/02 by Chen, Ke, Wang, Peiran, Yu, Yaoning +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis
2025/02/19 by Peiran Wang, Yang Liu, Wang, Peiran +7 · 1 citation
Neuroscience · Physics and Astronomy · Psychology · #Artificial Intelligence (cs.AI) #Cognitive Science and Education Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health Research Topics #Opinion Dynamics and Social Influence