@article{beyondsingleepisodeoptimizationslidingwi, title = {Beyond Single-Episode Optimization: Sliding-Window Aware Generative Auto-Bidding for Long-Term Advertising Effectiveness}, author = {Binglin Wu and Chuan Yue and Yingyi Zhang and Xianneng Li and Ruyue Deng and Weiru Zhang and Xiaoyi Zeng}, year = {2026}, eprint = {2607.25233}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.25233}, }