@inproceedings{ijcai2025p772, title = {Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction}, author = {Yuan, Li and Cai, Yi and Shen, Xudong and Li, Qing and Huang, Qingbao and Deng, Zikun and Wang, Tao}, 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 = {6940--6948}, year = {2025}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2025/772}, url = {https://doi.org/10.24963/ijcai.2025/772}, }