Factuality Matters: When Image Generation and Editing Meet Structured Visuals - Zhuo, Le; Han, Songhao; Pu, Yuandong; Qiu, Boxiang; Paul, Sayak; Liao, Yue; Liu, Yihao; Shao, Jie; Chen, Xi; Liu, Si; Li, Hongsheng (International Conference on Learning Representations, 2026)