Author

Yujun Zhou

2 papers indexed here

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#natural language process... Preprint Oct 2026

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

StateHarness is introduced, a runtime framework that maintains evolving project state without updating model parameters and shows that maintaining project state can improve long-horizon coding while introducing measurable execution and regression trade-offs.

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