NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents. - Jingzhe Ding; Shengda Long; Changxin Pu; Huan Zhou; Hongwan Gao; Xiang Gao 017; Chao He; Yue Hou; Fei Hu; Zhaojian Li; Weiran Shi; Zaiyuan Wang; et al. (CoRR, 2025)

EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies. - Xavier Hu; Jinxiang Xia; Shengze Xu; Kangqi Song; Yishuo Yuan; Guibin Zhang; JinCheng Ren; Boyu Feng; Li Lu; Tieyong Zeng; Jiaheng Liu; Minghao Liu; et al. (CoRR, 2026)

AlphaCrafter: A Full-Stack Multi-Agent Framework for Cross-Sectional Quantitative Trading. - Yishuo Yuan; Jiayi Sheng; Sirui Zeng; Jiaqi Wang; Jiaheng Liu (CoRR, 2026)