@article{seedastructuralencoderforembedding, title = {SEED: A Structural Encoder for Embedding-Driven Decoding in Time Series Prediction with LLMs}, author = {Fengze Li and Yue Wang and Yangle Liu and Ming Huang and Dou Hong and Jieming Ma}, year = {2025}, eprint = {2506.20167}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.20167v1}, }