Modality augmentation and task-aware dual-modal LoRAs for multi-task multimodal federated learning.

@article{zeng-2026-modality, author = {Yushi Zeng and Haopeng Ren and Yi Cai and Yingjian Li and Jing Qin and Yaowei Wang}, title = {{Modality augmentation and task-aware dual-modal LoRAs for multi-task multimodal federated learning}}, journal = {Information Processing and Management}, volume = {63}, number = {4}, pages = {104601}, year = {2026}, url = {https://doi.org/10.1016/J.IPM.2025.104601}, doi = {https://doi.org/10.1016/J.IPM.2025.104601} }