@article{personalizationasinverseplanninglearning, title = {Personalization as Inverse Planning: Learning Latent Design Intents for Agentic Slide Generation via Structural Denoising}, author = {Tianci Liu and Zihan Dong and Linjun Zhang and Haoyu Wang and jing Gao and Emre Kiciman and Ranveer Chandra and Wei-Ting Chen}, year = {2026}, eprint = {2607.00407}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.00407}, }