@inproceedings{ijcai2026p477, title = {Open-Set Test-Time Adaptation in VLMs via Noise-Immune Self-Purification}, author = {Feng, Mingxu and Wan, Fengqiang and Yang, Yang}, 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 = {4286--4294}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/477}, url = {https://doi.org/10.24963/ijcai.2026/477}, }