Jiayu YANG 杨家宇

Life is short. - 人生苦短。

Hi, I am an M.Phil. student in AI Thrust of The Hong Kong University of Science and Technology (Guangzhou) of 3rd Cohort.

Currently, I am supervised by Prof. Yutao YUE and Prof. Zhijiang GUO. Before that, I obtained my Honors B.Sc. in Statistics from HONGSHEN Honors School of Chongqing University in 2024, it was an amazing experience.

I mainly focus on LLM Mechanism Interpretability and XAI. If you are interested in collaborating with me, please feel free to contact.

news

Mar 24, 2025	I join LARKS Lab and supervised by Zhijiang GUO
Sep 01, 2024	I formally start the beginning in HKUST(GZ)!

selected publications

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},
}

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},
}

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},
}