@article{surgesurrogategradientadaptationinbinary, title = {SURGE: Surrogate Gradient Adaptation in Binary Neural Networks}, author = {Haoyu Huang and Boyu Liu and Linlin Yang and Yanjing Li and Yuguang Yang and Xuhui Liu and Canyu Chen and Zhongqian Fu and Baochang Zhang}, year = {2026}, eprint = {2605.10989}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.10989}, }