@inproceedings{ijcai2025p605, title = {Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models}, author = {Huang, Xin and Li, Ruibin and Jia, Tong and Zheng, Wei and Wang, Ya}, booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {James Kwok}, pages = {5435--5443}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/605}, url = {https://doi.org/10.24963/ijcai.2025/605}, }