@article{acomprehensivesurveyonselfinterpretable, title = {A Comprehensive Survey on Self-Interpretable Neural Networks}, author = {Yang Ji and Ying Sun and Yuting Zhang and Zhigaoyuan Wang and Yuanxin Zhuang and Zheng Gong and Dazhong Shen and Chuan Qin and HengShu Zhu and Hui Xiong}, year = {2025}, eprint = {2501.15638}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.15638v1}, }