@inproceedings{ijcai2026p502, title = {M-LoRA: Efficient Serving for Concurrent LoRA Adapters with Memory-Aware Speculative Scheduler on Single GPU}, author = {Li, Shaolong and Yang, Xiang and Qi, Qi and Sun, Haifeng and Zhuang, Zirui and He, Bo and Ning, Wanyi and Wang, Jingyu}, 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 = {4509--4517}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/502}, url = {https://doi.org/10.24963/ijcai.2026/502}, }