@inproceedings{li-etal-2026-less, title = "Less is More: Controlled Visual Evidence Routing and Redundancy Compression for Key Information Extraction", author = "Li, Yang and Wang, Yajiao and Hu, Wenhao and Zhang, Mengting and Zhang, Zhixiong", editor = "Murray, Kenton and Kriz, Reno", booktitle = "Proceedings of the 2nd Workshop on Multimodal Augmented Generation via Multimodal Retrieval ({MAGM}a{R} 2026)", month = jul, year = "2026", address = "San Diego, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.magmar-main.10/", pages = "42--53", ISBN = "979-8-89176-425-5" }