Meng, G., Wang, J., Wang, Q.-W., Ren, X. and Zhao, D. 2026. Imagine with Layout and Sketch: Enhancing Vision-Language Retrieval with Dual-Stream Multi-Modal Query Refinement. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 10 (Mar. 2026), 7972-7980. DOI:https://doi.org/10.1609/aaai.v40i10.37742.