@inproceedings{ijcai2026p211,
  title     = {DSSG: Dual-Stream Semantic Guidance for Source-Fully-Free Adaptation of Vision-Language Models},
  author    = {Xiang, Weiwei and Peng, Shun and Xiao, Guangyi and Chen, Hao and Yang, Lei},
  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     = {1893--1901},
  year      = {2026},
  month     = {8},
  note      = {Main Track},
  doi       = {10.24963/ijcai.2026/211},
  url       = {https://doi.org/10.24963/ijcai.2026/211},
}