@inproceedings{2026-acl-focusdllm,
 author = {Lingkun Long and Yushi Huang and Shihao Bai and Ruihao Gong and Jun Zhang and Ao Zhou and Jianlei Yang},
 booktitle = {Annual Meeting of the Association for Computational Linguistics (ACL)},
 title = {Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing},
 url = {https://openreview.net/forum?id=8WCdo7TiKB},
 year = {2026}
}