Yuan, Xiaosong

1. From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks
   2024/06/04 by Zhang Xiao-feng, Zhang, Xiaofeng, Quan, Yihao +16 · 21 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. Instance-adaptive Zero-shot Chain-of-Thought Prompting
   2024/09/30 by Xiaosong Yuan, Yuan, Xiaosong, Chen‐Yang Shen +15 · 15 citations
   Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Model Reduction and Neural Networks
3. Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs
   2024/11/15 by Xiaofeng Zhang, Zhang, Xiaofeng, Quan, Yihao +14 · 14 citations
   Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Hallucinations in medical conditions #Treatment of Major Depression
4. Improving Complex Reasoning with Dynamic Prompt Corruption: A soft prompt Optimization Approach
   2025/03/17 by Fan, Sinan, Xie, Liang, Shen, Chen +7 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models
   2025/06/14 by Kaiyuan Liu, Chen Shen, Liu, Kaiyuan +9 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models
   2025/07/12 by Qiyan Zhao, Xiaofeng Zhang, Zhao, Qiyan +16 · 4 citations
   Computer Science · Medicine · #Big Data and Digital Economy #Machine Learning in Healthcare #COVID-19 diagnosis using AI