Xu, Chejian
- DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
2023/06/20 by Boxin Wang, Weixin Chen, Wang, Boxin +35 · 58 citations
Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
- Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
2021/11/04 by Wang, Boxin, Xu, Chejian, Wang, Shuohang +5 · 16 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage
2024/09/17 by Zeyi Liao, Liao, Zeyi, Lingbo Mo +15 · 34 citations
Computer Science · Social Sciences · #Network Security and Intrusion Detection #Access Control and Trust #Spam and Phishing Detection
- A Survey on Safety-Critical Driving Scenario Generation -- A Methodological Perspective
2022/02/04 by Wenhao Ding, Chejian Xu, Ding, Wenhao +9 · 15 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Robotics (cs.RO)
- ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles
2024/05/22 by Jiawei Zhang, Zhang, Jiawei, Chejian Xu +3 · 18 citations
Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
- AdvAgent: Controllable Blackbox Red-teaming on Web Agents
2024/10/22 by Xu, Chejian, Kang, Mintong, Zhang, Jiawei +5 · 22 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles
2022/06/20 by Xu, Chejian, Ding, Wenhao, Lyu, Weijie +6 · 10 citations
#FOS: Computer and information sciences #Robotics (cs.RO)
- SemAttack: Natural Textual Attacks via Different Semantic Spaces
2022/05/03 by Boxin Wang, Chejian Xu, Wang, Boxin +7 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities
2024/07/19 by Xu, Peng, Ping, Wei, Wu, Xianchao +4 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking
2024/04/03 by Jiawei Zhang, Chejian Xu, Zhang, Jiawei +9 · 7 citations
Computer Science · Mathematics · Social Sciences · #Artificial Intelligence (cs.AI) #Benford’s Law and Fraud Detection #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Misinformation and Its Impacts
- AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
2024/12/11 by Kang, Mintong, Xu, Chejian, Li, Bo · 6 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks
2022/03/16 by Wu, Fan, Li, Linyi, Xu, Chejian +5 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models
2025/01/07 by Lingzhi Yuan, Yuan, Lingzhi, Xinfeng Li +15 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
- MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
2025/03/19 by Chejian Xu, Jiawei Zhang, Xu, Chejian +44 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Poly-Guard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
2025/06/18 by Mintong Kang, Zhaorun Chen, Kang, Mintong +13 · 4 citations
Engineering · #Transportation Safety and Impact Analysis #Infrastructure Maintenance and Monitoring #Geophysical Methods and Applications
- COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks
2024/03/04 by Huang, Zijian, Chu, Wenda, Li, Linyi +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models
2025/04/08 by Xu, Chejian, Ping, Wei, Xu, Peng +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)