@article{agentomitadaptivecontextomissionforeffic, title = {Agent-Omit: Adaptive Context Omission for Efficient LLM Agents}, author = {Yansong Ning and Jun Fang and Naiqiang Tan and Hao Liu}, year = {2026}, eprint = {2602.04284}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.04284}, }