@article{crossdomaindiffusionwithprogressive, title = {Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive Retrieval}, author = {Junyu Luo and Yusheng Zhao and Xiao Luo and Zhiping Xiao and Wei Ju and Li Shen and DaCheng Tao and Ming Zhang}, year = {2025}, eprint = {2505.13907}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.13907v1}, }