@article{dustindraftaugmentedsparseverificationfo, title = {Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding}, author = {WenHung Lee and Jian-Jia Chen and Xiaolin Lin and Pei-Shuo Wang and Chi-Chih Chang and Chun-Che Yang and Ning-Chi Huang and Grace Li Zhang and Kai-Chiang Wu}, year = {2026}, eprint = {2606.24957}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.24957}, }