Time
Nov 1, 2023 → Apr 1, 2024
Subject
Spatio-Temporal Data Based LLM
Content
Up to now, read and reproduced several papers related to time series, and will continue to read literature.
- Addressed data gaps in sparse sensor deployments.
- Designed a spatio-temporal kriging method using GNN with LLMs as backbone.
- Research of related work, model design, coding.
- Preparing manuscript for submission to ACM International Conference onInformation and Knowledge Management (CIKM 2024).
2023/11/09
TimesNet (ICLR-2023)2023/11/28
Koopa(NIPS-2023)
2023/12/06
2023/12/13
SAN(NeurIPS 2023)RevIN(ICLR 2022)
2023/12/20
KITS(ICLR2024)Present
Then focus more on Spatio-Temporal Kriging.