@article{cleargcdmitigatingshortcutlearningforrob, title = {ClearGCD: Mitigating Shortcut Learning For Robust Generalized Category Discovery}, author = {Kailin Lyu and Jianwei He and Long Xiao and Jianing Zeng and Liang Fan and Lin Shu and Jie Hao}, year = {2025}, eprint = {2511.22892}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.22892}, }