Seeing Sequences like Humans: Pattern Classification Driven Time-Series Forecasting via Vision Language Models.

@inproceedings{liu-2025-seeing, author = {Xingyu Liu and Min Gao and Zongwei Wang and Yinbing Bai}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{Seeing Sequences like Humans: Pattern Classification Driven Time-Series Forecasting via Vision Language Models}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {1914--1924}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761199}, doi = {https://doi.org/10.1145/3746252.3761199} }