Authors

Yu Su

Publications 2

Preprint Open access

CUAWright: A Minimal Unified Interface for Digital Agents

Yadong Lu, Theodore Lee, Yifei Li et al. · 2026

The prevailing approach to computer-use agents couples a model with a domain-specific harness: a browser or desktop environment equipped with human engineered tools that are fixed before task execution. As models' coding capabilities improve, the GUI native and static harness prevents them from direct programmatic oper …

Preprint Open access

DualSQL: Text-to-SQL with Multi-Agent Reinforcement Learning

Shijie Chen, Yu Gan, Yeounoh Chung et al. · 2026

State-of-the-art Text-to-SQL systems are typically multi-agent pipelines centered around two fundamental tasks: schema linking and SQL generation. However, existing work trains separate models for each task, failing to leverage the synergy between these interrelated tasks. In this work, we propose DualSQL, a new Text-t …

Co-authors

Yadong Lu Theodore Lee Yifei Li Lawrence Keunho Jang Tianci Xue Huan Sun Ahmed Hassan Awadallah Shijie Chen Yu Gan Yeounoh Chung Jiani Zhang Quannan Li