Author

Yujun Zhou

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#natural language process... Preprint Oct 2026

StateHarness: Maintaining Evolving Project State for Long-Horizon Coding Agents

Long-horizon coding requires agents to maintain an evolving view of the project they are changing: what problem is currently being solved, what has already been learned or modified, which other artifacts may be affected, and what work remains unresolved. When this information is scattered across a growing interaction h...

Chuan Zou, Yu-Jun Zhou, Xiao-Nan Luo et al. · 0 citations

#natural language process... Preprint May 2025

SocialMaze: A Benchmark for Evaluating and Enhancing Social Reasoning in Large Language Models in Complex Social Environments

SocialMaze is introduced, a benchmark that organizes six tasks across social deduction games, daily-life interactions, and digital community platforms along three descriptive design axes: deep reasoning, dynamic interaction, and information uncertainty.

Zi-Xiang Xu, Yan-Bo Wang, Yue Huang et al. · 1 citation