Skip to content

Author

Chao Peng

We have 2 of 9 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Oct 2026

Beyond Task Completion: Measuring Interaction Cost in Terminal User Interfaces

Agent-as-a-User is proposed, an evaluation paradigm that places an LLM agent in the user role and TUINaut operationalizes the paradigm by recording interaction trajectories and verifying outcomes with actor-independent oracles.

Rui-Da Hu, Yuan-Hao Wang, Chao Peng et al. · 0 citations
Review Aug 2026

Can LLMs Test Terminal User Interfaces?

This work surveys real-world TUI applications, turns them into a headless benchmark spanning ratatui/Rust, bubbletea/Go, textual/Python, and ink/TypeScript, and compares four frontier LLMs with random exploration, finding no model dominates.

Chao Peng, Ruida Hu, Ajitha Rajan et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.