publications

2024

1. CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models

   Songning Lai, Jiayu Yang, Yu Huang, and 6 more authors

   arXiv preprint arXiv:2410.04823, 2024

   Bib

   @article{lai2024cat,
     title = {CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models},
     author = {Lai, Songning and Yang, Jiayu and Huang, Yu and Hu, Lijie and Xue, Tianlang and Hu, Zhangyi and Li, Jiaxu and Liao, Haicheng and Yue, Yutao},
     journal = {arXiv preprint arXiv:2410.04823},
     year = {2024},
   }

2. Guarding the Gate: ConceptGuard Battles Concept-Level Backdoors in Concept Bottleneck Models

   Songning Lai, Yu Huang, Jiayu Yang, and 3 more authors

   arXiv preprint arXiv:2411.16512, 2024

   Bib

   @article{lai2024guarding,
     title = {Guarding the Gate: ConceptGuard Battles Concept-Level Backdoors in Concept Bottleneck Models},
     author = {Lai, Songning and Huang, Yu and Yang, Jiayu and Huang, Gaoxiang and Chen, Wenshuo and Yue, Yutao},
     journal = {arXiv preprint arXiv:2411.16512},
     year = {2024},
   }

2023

1. A comprehensive review of community detection in graphs

   Songlai Ning, Jiakang Li, and Y Lu

   arXiv preprint arXiv:2309.11798, 2023

   Bib

   @article{ning2023comprehensive,
     title = {A comprehensive review of community detection in graphs},
     author = {Ning, Songlai and Li, Jiakang and Lu, Y},
     journal = {arXiv preprint arXiv:2309.11798},
     year = {2023},
   }