Zou, K.; Liu, H.; Zheng, D.; Gao, J.; Zhao, Z.; Liu, B. EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding. AAAI 2026, 40, 14068-14076.