AAAI · 2026 · Conference paper

Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning

Ying Zhang, Xingyu Guo, Yu Zhao, Xuhui Sui, Baohang Zhou, Xinying Qian, Xiaojie Yuan

Published in
AAAI Conference on Artificial Intelligence
Date
2026-03-14
Citations
1
Cite
@inproceedings{zhang2026growondemand,
  title = {Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning},
  author = {Ying Zhang and Xingyu Guo and Yu Zhao and Xuhui Sui and Baohang Zhou and Xinying Qian and Xiaojie Yuan},
  year = {2026},
  booktitle = {AAAI Conference on Artificial Intelligence},
  doi = {10.1609/aaai.v40i34.40077},
  url = {https://doi.org/10.1609/aaai.v40i34.40077},
}