Xingang Guo

1. COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
   2024/02/13 by Xingang Guo, Fangxu Yu, Guo, Xingang +7 · 43 citations
   Computer Science · #Advanced Malware Detection Techniques #Digital and Cyber Forensics #Cybercrime and Law Enforcement Studies
2. DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models
   2024/10/29 by Chengke Zou, Zou, Chengke, Xingang Guo +9 · 34 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
3. ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise
   2024/10/17 by Xingang Guo, Darioush Keivan, Guo, Xingang +13 · 5 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Benchmarking the Capabilities of Large Language Models in Transportation System Engineering: Accuracy, Consistency, and Reasoning Behaviors
   2024/08/15 by Usman Syed, Ethan Light, Syed, Usman +11 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
5. Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs
   2025/07/01 by Xingang Guo, Yaxin Li, Guo, Xingang +113 · 3 citations
   Computer Science · #Computational Engineering #FOS: Computer and information sciences #Finance #Human-Computer Interaction (cs.HC) #Robotics (cs.RO) #Semantic Web and Ontologies #and Science (cs.CE)