Derui Zhu

1. Reference-free Hallucination Detection for Large Vision-Language Models
   2024/08/11 by Qing Li, Jiahui Geng, Li, Qing +9 · 5 citations
   Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Epilepsy research and treatment #FOS: Computer and information sciences
2. PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics
   2024/04/06 by Derui Zhu, Dingfan Chen, Zhu, Derui +11 · 2 citations
   Computer Science · Psychology · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health Research Topics #Software Engineering (cs.SE)
3. LUNA: A Model-Based Universal Analysis Framework for Large Language Models
   2023/10/22 by Da Song, Song, Da, Xuan Xie +11 · 2 citations
   Computer Science · Business, Management and Accounting · #Software Engineering Research #Business Process Modeling and Analysis #Explainable Artificial Intelligence (XAI)
4. HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs
   2025/05/30 by Qing Li, Jiahui Geng, Li, Qing +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders
   2025/03/16 by Qing Li, Li, Qing, Jiahui Geng +9 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies