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Mao, Yuren

  1. C3: Zero-shot Text-to-SQL with ChatGPT
    2023/07/14 by Xuemei Dong, Dong, Xuemei, Yuhang Ge +12 · 33 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  2. FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
    2024/01/19 by Chao Zhang, Zhang, Chao, Yuren Mao +13 · 14 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Stock Market Forecasting Methods
  3. FIT-RAG: Black-Box RAG with Factual Information and Token Reduction
    2024/03/21 by Yuren Mao, Xuemei Dong, Mao, Yuren +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Digital Media Forensic Detection #Digital and Cyber Forensics #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR)
  4. PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching
    2022/07/11 by Pengfei Wang, Wang, Pengfei, Xiaocan Zeng +11 · 2 citations
    Computer Science · Decision Sciences · #Data Mining Algorithms and Applications #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Topic Modeling
  5. DAgent: A Relational Database-Driven Data Analysis Report Generation Agent
    2025/03/17 by Wenyi Xu, Yuren Mao, Xu, Wenyi +11 · 6 citations
    Decision Sciences · Computer Science · #Data Quality and Management #Data Mining Algorithms and Applications #Topic Modeling
  6. AutoMind: Adaptive Knowledgeable Agent for Automated Data Science
    2025/06/12 by Yixin Ou, Yujie Luo, Ou, Yixin +20 · 7 citations
    Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Multiagent Systems (cs.MA)
  7. Miiyuu/scAgent: Universal Cell Type Annotation via a LLM
    2025/04/07 by Y. Mao, Yu Mi, Mao, Yuren +8 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Single-cell and spatial transcriptomics
  8. SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning
    2022/09/21 by Haobo Wang, Wang, Haobo, Mingxuan Xia +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
  9. G-Boost: Boosting Private SLMs with General LLMs
    2025/03/13 by Fan, Yijiang, Mao, Yuren, Lai, Longbin +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns
    2025/02/24 by Yuxiang Guo, Guo, Yuxiang, Yuren Mao +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Spam and Phishing Detection #Video Analysis and Summarization #Web Data Mining and Analysis
  11. CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering
    2025/05/22 by Mao, Yuren, Xu, Wenyi, Qin, Yuyang +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Birdie: Natural Language-Driven Table Discovery Using Differentiable Search Index
    2025/04/30 by Yuxiang Guo, Guo, Yuxiang, Zhipeng Hu +9 · 2 citations
    Computer Science · Decision Sciences · #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Web Data Mining and Analysis
  13. SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation
    2025/04/21 by Li, Jiahui, Wu, Tongwang, Mao, Yuren +3 · 2 citations
    #Databases (cs.DB) #FOS: Computer and information sciences