Tie, Guiyao
- Prompt Injection Attack to Tool Selection in LLM Agents
2025/04/28 by Shi, Jiawen, Yuan, Zenghui, Tie, Guiyao +3 · 29 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- A Survey on Post-training of Large Language Models
2025/03/08 by Guiyao Tie, Tie, Guiyao, Zhao, Zeli +41 · 9 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
- BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization
2025/05/22 by Xueyang Zhou, Zhou, Xueyang, Guiyao Tie +9 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
- LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization
2025/10/04 by Xueyang Zhou, Zhou, Xueyang, Y. P. Xu +12 · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO)
- Exploring the Necessity of Reasoning in LLM-based Agent Scenarios
2025/03/14 by Xueyang Zhou, Zhou, Xueyang, Guiyao Tie +17 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
- Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation
2025/03/08 by Liu, Yinuo, Yuan, Zenghui, Tie, Guiyao +4 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator
2025/05/23 by Zhou, Xueyang, Wang, Weidong, Lu, Lin +7 · 2 citations
#68T07 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6
- A Survey of AI Scientists
2025/10/27 by Tie, Guiyao, Zhou, Pan, Sun, Lichao · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences