Honghui Sheng

AI4GC Lab

Honghui Sheng

GUI Agents

About Me

Hi! I'm a master's student at AI4GC Lab, Zhejiang University, advised by Prof. Shengyu Zhang. My work centers on GUI agents. I co-led DAC-Bench, a benchmark for long-horizon mobile GUI tasks with branching, decision-aware structures, which probes how agents plan over many steps and make the right choices at conditional branches.

I'm currently working on self-generated trajectory data for GUI agents — building a pipeline that automatically produces and annotates interaction trajectories to scale up training and evaluation data.

Research Interests

  • GUI Agents — long-horizon, branching task execution on real Android/iOS apps; benchmarking and decision-aware evaluation (DAC-Bench).

Education

  • 2025 – present · M.S. in Computer Science, Zhejiang University
  • 2019 – 2023 · B.S. in Engineering Mechanics, Zhejiang University

Selected Papers