@inproceedings{ijcai2026p292,
  title     = {Can Edge Addition Be Safe and Effective? Adjacency-Centered Augmentation via Langevin and SDE Diffusion for Self-Supervised Graph Anomaly Detection},
  author    = {Gao, Haokai and Jiang, Menghua and Yang, Xuantao and Liu, Jiale and Li, Yubin and Jiang, Yuncheng},
  booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI-26}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Diego Calvanese},
  pages     = {2626--2634},
  year      = {2026},
  month     = {8},
  note      = {Main Track},
  doi       = {10.24963/ijcai.2026/292},
  url       = {https://doi.org/10.24963/ijcai.2026/292},
}