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), pp. 7972-7980. doi: 10.1609/aaai.v40i10.37742.