@article{globalrecentsemanticreasoningondynamicte, title = {Global-Recent Semantic Reasoning on Dynamic Text-Attributed Graphs with Large Language Models}, author = {Yunan Wang and Jianxin Li and Ziwei Zhang}, year = {2025}, eprint = {2509.18742}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.18742}, }