Yongxin Xu

1. TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation
   2024/08/19 by Yujie Feng, Feng, Yujie, Xu Chu +9 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
2. KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
   2024/08/06 by Ruizhe Zhang, Zhang, Ruizhe, Yongxin Xu +13 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
3. RAGraph: A General Retrieval-Augmented Graph Learning Framework
   2024/10/31 by Xinke Jiang, Jiang, Xinke, Rihong Qiu +17 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
4. Fast predicting the complex nonlinear dynamics of mode-locked fiber laser by a recurrent neural network with prior information feeding
   2022/11/10 by Guoqing Pu, Runmin Liu, Pu, Guoqing +11 · 2 citations
   Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Advanced Fiber Optic Sensors #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Optics (physics.optics) #Photonic Crystal and Fiber Optics
5. TC-RAG:Turing-Complete RAG's Case study on Medical LLM Systems
   2024/08/17 by Xinke Jiang, Jiang, Xinke, Yue Fang +20 · 4 citations
   Health Professions · #Electronic Health Records Systems #FOS: Computer and information sciences #Information Retrieval (cs.IR)
6. KIF: Knowledge Identification and Fusion for Language Model Continual Learning
   2024/08/09 by Yujie Feng, Feng, Yujie, Xu Chu +11 · 2 citations
   Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Speech and dialogue systems #Topic Modeling
7. Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
   2025/02/22 by Yujie Feng, Xujia Wang, Feng, Yujie +17 · 3 citations
   Computer Science · #Speech Recognition and Synthesis
8. Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregation
   2024/01/18 by Ruizhe Zhang, Zhang, Ruizhe, Xinke Jiang +14 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
9. GeoEdit: Geometric Knowledge Editing for Large Language Models
   2025/02/27 by Yujie Feng, Li-Ming Zhan, Feng, Yujie +15 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
10. Fracture behavior of defected pipeline girth welds under combined internal pressure and axial tension: full-scale testing and numerical validation
    2026/07/21 by Xingfeng Liu, Yongxin Xu, Ying Zhen +2