Enhancing Time Series Representation Learning with Spatiotemporal Dynamic Encoding. - Jinquan Ji; Jianzhuo Yan; Yu Cao (WI/IAT, 2023)

TITD: enhancing optimized temporal position encoding with time intervals and temporal decay in irregular time series forecasting. - Jinquan Ji; Yu Cao; Yukun Ma; Jianzhuo Yan (Appl. Intell., 2025)