3 papers
cs.DB2026
SQLAgent: Learning to Explore Before Generating as a Data Engineer
Wenjia Jiang, Yiwei Wang, Boyan Han +2
Large Language Models have recently shown impressive capabilities in reasoning and code generation, making them promising tools for natural language interfaces to relational databa…
cs.AI2025
AppAgentX: Evolving GUI Agents as Proficient Smartphone Users
Wenjia Jiang, Yangyang Zhuang, Chenxi Song +3
Recent advancements in Large Language Models (LLMs) have led to the development of intelligent LLM-based agents capable of interacting with graphical user interfaces (GUIs). These…
cs.AI2025
Learning to Be A Doctor: Searching for Effective Medical Agent Architectures
Yangyang Zhuang, Wenjia Jiang, Jiayu Zhang +3
Large Language Model (LLM)-based agents have demonstrated strong capabilities across a wide range of tasks, and their application in the medical domain holds particular promise due…