@inproceedings{ijcai2026p338, title = {From Values to Tokens: An LLM-Driven Framework for Context-Aware Time Series Forecasting via Symbolic Discretization}, author = {Tao, Xiaoyu and Zhang, Shilong and Cheng, Mingyue and Wang, Daoyu and Pan, Tingyue and Pan, Bokai and Zhang, Changqing and Wang, Shijin}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {3043--3051}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/338}, url = {https://doi.org/10.24963/ijcai.2026/338}, }