Yuyu Luo
- Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
2025/03/31 by Bang Liu, Liu, Bang, Xinfeng Li +95 · 13 voices · 48 citations
Computer Science · #Reinforcement Learning in Robotics
- AFlow: Automating Agentic Workflow Generation
2024/10/14 by Jiayi Zhang, Zhang, Jiayi, Zhaoyang Yu +22 · 71 citations
Decision Sciences · Business, Management and Accounting · #Scientific Computing and Data Management #Business Process Modeling and Analysis #Simulation Techniques and Applications
- From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
2025/11/23 by Jian Yang, Xianglong Liu, Yang, Jian +143 · 7 voices · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Software Engineering Research #cs.CL #cs.SE
- A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?
2024/08/09 by Xinyu Liu, Liu, Xinyu, Shuyu Shen +19 · 32 citations
Computer Science · #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- Generative AI for Visualization: State of the Art and Future Directions
2024/04/28 by Yilin Ye, Jianing Hao, Ye, Yilin +11 · 9 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Atom of Thoughts for Markov LLM Test-Time Scaling
2025/02/17 by Quan Shi, Teng, Fengwei, Zhaoyang Yu +9 · 17 citations
Engineering · #Advancements in Photolithography Techniques
- Are Large Language Models Good Statisticians?
2024/06/12 by Yizhang Zhu, Shiyin Du, Zhu, Yizhang +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Self-Supervised Prompt Optimization
2025/02/07 by Xiang, Jinyu, Jiayi Zhang, Zhu Liang Yu +14 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
2025/02/24 by Boyan Li, Jiayi Zhang, Li, Boyan +11 · 8 citations
Computer Science · #Mathematics, Computing, and Information Processing #Advanced Database Systems and Queries
- nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning
2025/03/17 by Tianqi Luo, Luo, Tianqi, Huang, Chuhan +11 · 8 citations
Computer Science · #Data Visualization and Analytics #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- AskChart: Universal Chart Understanding through Textual Enhancement
2024/12/26 by Xudong Yang, Yifan Wu, Yang, Xudong +7 · 4 citations
Computer Science · #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Data Playwright: Authoring Data Videos with Annotated Narration
2024/10/04 by Leixian Shen, Haotian Li, Shen, Leixian +9 · 5 citations
Computer Science · Decision Sciences · #Big Data Technologies and Applications #Data Analysis with R #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Will LLMs be Professional at Fund Investment? DeepFund: A Live Arena Perspective
2025/03/24 by C. Wei Li, Li, Changlun, Shi, Yao +4 · 2 citations
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Finance #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA) #Private Equity and Venture Capital #and Science (cs.CE)
- EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing
2025/03/28 by Yizhang Zhu, Jiang Runzhi, Zhu, Yizhang +7 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Graph Theory and Algorithms
- Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting
2025/05/26 by Yifan Wu, Wu, Yifan, Bingheng Wu +10 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies
- A Plug-and-Play Natural Language Rewriter for Natural Language to SQL
2024/12/22 by Peidong Ma, Boyan Li, Ma, Peixian +8 · 1 citation
Computer Science · #Semantic Web and Ontologies
- InteractComp: Evaluating Search Agents With Ambiguous Queries
2025/10/28 by Mingyi Deng, Deng, Mingyi, Lijun Huang +48 · 2 citations
#cs.CL #cs.AI
- VisTR: Visualizations as Representations for Time-series Table Reasoning
2024/06/06 by Jianing Hao, Hao, Jianing, Zhuowen Liang +9 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Semantic Web and Ontologies #Simulation Techniques and Applications #cs.HC
- Graph Neural Networks for Databases: A Survey
2025/02/18 by Ziming Li, Li, Ziming, Youhuan Li +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Neural Networks and Applications
- Fine-Grained Knowledge Structuring and Retrieval for Visual Question Answering
2025/02/28 by Zhengxuan Zhang, Yin Wu, Zhang, Zhengxuan +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- VEHBench: A Stage-Local Diagnostic Benchmark for LLM-Assisted Vibration Energy Harvester Design
2026/07/20 by Depeng Su, Yuyu Luo, Guobiao Hu
#cs.CL #cs.SE