@inproceedings{ijcai2026p224, title = {Learning with Semantic Priors: Stabilizing Point-Supervised Infrared Small Target Detection via Hierarchical Knowledge Distillation}, author = {Yao, Yuanhang and Qian, Ping and Liu, Zhu and Ma, Long and Wang, Weimin}, 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 = {2010--2018}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/224}, url = {https://doi.org/10.24963/ijcai.2026/224}, }