@inproceedings{ijcai2026p125, title = {MELLA: Bridging Linguistic Capability and Cultural Groundedness for Low-Resource Language MLLMs}, author = {Gao, Yufei and Fei, Jiaying and Chen, Nuo and Chen, Ruirui and Yan, Guohang and Lan, Yunshi and Shi, Botian}, 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 = {1115--1123}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/125}, url = {https://doi.org/10.24963/ijcai.2026/125}, }