Enhancing Large Language Models for Time-Series Forecasting via Vector-Injected In-Context Learning.

@inproceedings{zhang-2026-enhancing, author = {Jianqi Zhang and Jingyao Wang and Wenwen Qiang and Fanjiang Xu and Changwen Zheng}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Enhancing Large Language Models for Time-Series Forecasting via Vector-Injected In-Context Learning}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {7211--7222}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792374}, doi = {https://doi.org/10.1145/3774904.3792374} }