Yixia Li

1. LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy
   2025/02/17 by Zhiwen Ruan, Yixia Li, Ruan, Zhiwen +13 · 2 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation
   2024/06/18 by Yixia Li, Boya Xiong, Li, Yixia +5 · 1 citation
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems
3. From Word to World: Can Large Language Models be Implicit Text-based World Models?
   2025/12/21 by Yixia Li, Hongru Wang, Li, Yixia +18 · 2 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Explainable Artificial Intelligence (XAI)