Li, Xiaoxi
- Search-o1: Agentic Search-Enhanced Large Reasoning Models
2025/01/09 by Xiaoxi Li, Li, Xiaoxi, Guanting Dong +13 · 142 citations
Computer Science · #Semantic Web and Ontologies #Data Management and Algorithms
- WebThinker: Empowering Large Reasoning Models with Deep Research Capability
2025/04/30 by Xiaoxi Li, Li, Xiaoxi, Jiajie Jin +13 · 113 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Information Retrieval and Search Behavior
- From Matching to Generation: A Survey on Generative Information Retrieval
2024/04/23 by Xiaoxi Li, Jiajie Jin, Li, Xiaoxi +11 · 21 citations
Computer Science · #Information Retrieval and Search Behavior #Recommender Systems and Techniques #Data Mining Algorithms and Applications
- Trustworthiness in Retrieval-Augmented Generation Systems: A Survey
2024/09/16 by Zhou, Yujia, Liu, Yan, Li, Xiaoxi +7 · 12 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Current-driven magnetization switching in a van der Waals ferromagnet Fe3GeTe2
2019/02/15 by Xiao Wang, Jian Tang, Wang, Xiao +51 · 4 citations
Materials Science · Physics and Astronomy · Engineering · #2D Materials and Applications #Magnetic properties of thin films #Advanced Memory and Neural Computing
- Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning
2025/05/22 by Guanting Dong, Dong, Guanting, Xiaoxi Li +15 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
- A Survey of Conversational Search
2024/10/21 by Fengran Mo, Mo, Fengran, Kelong Mao +17 · 4 citations
Computer Science · Social Sciences · #AI in Service Interactions #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems
- RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation
2024/12/16 by Xiaoxi Li, Jiajie Jin, Li, Xiaoxi +11 · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks
2024/02/02 by Xiaoxi Li, Zhicheng Dou, Li, Xiaoxi +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Topic Modeling
- Hierarchical Document Refinement for Long-context Retrieval-augmented Generation
2025/05/15 by Jiajie Jin, Xiaoxi Li, Jin, Jiajie +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Semantic Web and Ontologies #Web Data Mining and Analysis
- Agentic Entropy-Balanced Policy Optimization
2025/10/16 by Dong, Guanting, Bao, Licheng, Wang, Zhongyuan +11 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Neuro-Symbolic Query Compiler
2025/05/17 by Zhang, Yuyao, Dou, Zhicheng, Li, Xiaoxi +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- HiRA: A Hierarchical Reasoning Framework for Decoupled Planning and Execution in Deep Search
2025/07/03 by Jin, Jiajie, Li, Xiaoxi, Dong, Guanting +5 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- DeepAgent: A General Reasoning Agent with Scalable Toolsets
2025/10/24 by Li, Xiaoxi, Jiao, Wenxiang, Jin, Jiarui +8 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)