@inproceedings{kodavanti-etal-2026-unlocking, title = "Unlocking the Edge deployment and ondevice acceleration of multi-{L}o{RA} enabled one-for-all foundational {LLM}", author = "Kodavanti, Sravanth and Vajrala, Sowmya and Miriyala, Srinivas Soumitri and Tiwari, Utsav and Kumar, Uttam and Mahawar, Utkarsh Kumar and Singh, Achal Pratap and D, Arya and Mutyala, Narendra and Rajendiran, Vikram Nelvoy and Allur, Sharan Kumar and Lee, Euntaik and Kim, Dohyoung and Lee, HyeonSu and Cho, Gyusung and Kim, JungBae", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-acl.2106/", doi = "10.18653/v1/2026.findings-acl.2106", pages = "42443--42455", ISBN = "979-8-89176-395-1" }