Xu, Derong

1. Large Language Models for Generative Information Extraction: A Survey
   2023/12/29 by Xu, Derong, Chen, Wei, Peng, Wenjun +7 · 36 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
   2023/10/21 by Qidong Liu, Xian Wu, Liu, Qidong +11 · 23 citations
   Computer Science · Health Professions · #Topic Modeling #Machine Learning in Healthcare #Artificial Intelligence in Healthcare
3. Large Language Model based Long-tail Query Rewriting in Taobao Search
   2023/11/07 by Wenjun Peng, Guiyang Li, Peng, Wenjun +13 · 14 citations
   Computer Science · Decision Sciences · #Caching and Content Delivery #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
4. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
   2024/12/24 by Xu, Derong, Ziheng Zhang, Li, Xinhang +15 · 13 citations
   Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
5. Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning
   2025/05/20 by Wenlin Zhang, Xiangyang Li, Zhang, Wenlin +21 · 16 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications #Topic Modeling
6. Sliding Window Attention Training for Efficient Large Language Models
   2025/02/26 by Fu, Zichuan, Song, Wentao, Wang, Yejing +7 · 7 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
   2024/02/28 by Xu, Derong, Zhang, Ziheng, Zhu, Zhihong +9 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework
   2025/11/07 by Chao Zhang, Zhang, Chao, Yuhao Wang +21 · 1 voice · 2 citations
   #cs.IR #cs.AI
9. A Survey of Personalization: From RAG to Agent
   2025/04/14 by Xiaopeng Li, Pengyue Jia, Li, Xiaopeng +26 · 7 citations
   Computer Science · #Distributed and Parallel Computing Systems
10. Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
    2024/03/04 by Derong Xu, Ziheng Zhang, Xu, Derong +15 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
11. Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
    2024/12/11 by Pengyue Jia, Derong Xu, Jia, Pengyue +19 · 3 citations
    Computer Science · #Speech and dialogue systems #Machine Learning and Algorithms #AI-based Problem Solving and Planning
12. From Single to Multi-Granularity: Toward Long-Term Memory Association and Selection of Conversational Agents
    2025/05/26 by Derong Xu, Yi Wen, Xu, Derong +17 · 5 citations
    Computer Science · #Topic Modeling #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
13. Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
    2025/10/10 by Yingyi Zhang, Pengyue Jia, Zhang, Yingyi +20 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Persona Design and Applications #Recommender Systems and Techniques
14. LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration
    2025/05/08 by Zhang, Yingyi, Jia, Pengyue, Li, Xianneng +8 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)