5 papers
AgentProg: Empowering Long-Horizon GUI Agents with Program-Guided Context Management
Shizuo Tian, Hao Wen, Yuxuan Chen +6
The rapid development of mobile GUI agents has stimulated growing research interest in long-horizon task automation. However, building agents for these tasks faces a critical bottl…
Unit-Based Agent for Semi-Cascaded Full-Duplex Dialogue Systems
Haoyuan Yu, Yuxuan Chen, Minjie Cai
Full-duplex voice interaction is crucial for natural human computer interaction. We present a framework that decomposes complex dialogue into minimal conversational units, enabling…
AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets
Tianyu Fan, Yuhao Yang, Yangqin Jiang +3
Large Language Models (LLMs) have demonstrated remarkable potential as autonomous agents, approaching human-expert performance through advanced reasoning and tool orchestration. Ho…
From Turn-Taking to Synchronous Dialogue: A Survey of Full-Duplex Spoken Language Models
Yuxuan Chen, Haoyuan Yu
True Full-Duplex (TFD) voice communication--enabling simultaneous listening and speaking with natural turn-taking, overlapping speech, and interruptions--represents a critical mile…
AgriGPT: a Large Language Model Ecosystem for Agriculture
Bo Yang, Yu Zhang, Lanfei Feng +10
Despite the rapid progress of Large Language Models (LLMs), their application in agriculture remains limited due to the lack of domain-specific models, curated datasets, and robust…