MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning

Yaming Yang, Dilxat Muhtar, Yelong Shen, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Weizhu Chen, Yunhai Tong

AAAI 2025 pp. 22010-22018

doi:10.1609/AAAI.V39I20.35509 /aaai/2025/yang2025aaai-mtl/

AAAI Semantic Scholar

Cite

Text

Yang et al. "MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I20.35509

Markdown

[Yang et al. "MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/yang2025aaai-mtl/) doi:10.1609/AAAI.V39I20.35509

BibTeX

@inproceedings{yang2025aaai-mtl,
  title     = {{MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning}},
  author    = {Yang, Yaming and Muhtar, Dilxat and Shen, Yelong and Zhan, Yuefeng and Liu, Jianfeng and Wang, Yujing and Sun, Hao and Deng, Weiwei and Sun, Feng and Zhang, Qi and Chen, Weizhu and Tong, Yunhai},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {22010-22018},
  doi       = {10.1609/AAAI.V39I20.35509},
  url       = {https://mlanthology.org/aaai/2025/yang2025aaai-mtl/}
}