Intelligent Internet of Things Research Center (IIOT) at Shanghai Jiao Tong University
00 分钟
2024-4-19
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

notion image
TimesNet (ICLR-2023)

2023/11/28

notion image
notion image
Koopa(NIPS-2023)

2023/12/06

notion image
 
notion image
N-BEATS(ICLR2020)
N-HiTs(AAAI-2023)

2023/12/13

notion image
notion image
SAN(NeurIPS 2023)
RevIN(ICLR 2022)

2023/12/20

notion image
KITS(ICLR2024)

Present

Then focus more on Spatio-Temporal Kriging.

评论
Loading...