@inproceedings{ijcai2026p221, title = {Less Is More: Proportional Memory-Guided Differential-Attention MIL for Whole-Slide Image Classification}, author = {Yang, Hongpeng and Chen, Yingxin and Ma, Shiqiang and Guo, Fei}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {1983--1991}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/221}, url = {https://doi.org/10.24963/ijcai.2026/221}, }