@article{beyondstaticquestionbanksdynamicknowledg, title = {Beyond Static Question Banks: Dynamic Knowledge Expansion via LLM-Automated Graph Construction and Adaptive Generation}, author = {Yingquan Wang and Tianyu Wei and Qinsi Li and Li Zeng}, year = {2026}, eprint = {2602.00020}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.00020}, }