PosterReward: Unlocking Accurate Evaluation for High-Quality Graphic Design Generation. - Jianyu Lai; Sixiang Chen; Jialin Gao; Hengyu Shi; Zhongying Liu; Fuxiang Zhai; Junfeng Luo; Xiaoming Wei; Lujia Wang; Lei Zhu 003 (CoRR, 2026)

Latent Action Control for Reasoning-Guided Unified Image Generation. - Fuxiang Zhai; Sixiang Chen; Yingjin Li; Shuaibo Li; Jianyu Lai; Tengjun Huang; Lei Zhu (CoRR, 2026)

GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation. - Sixiang Chen; Zhaohu Xing; Tian Ye 001; Xinyu Geng; Yunlong Lin; Jianyu Lai; Xuanhua He; Fuxiang Zhai; Jialin Gao; Lei Zhu 003 (CoRR, 2026)