16 citations · 16 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Liquid Gated Attention
Yiheng Jiang, Yuanbo Xu, Yongjian Yang
Real-world time series often exhibit irregular sampling and extended temporal horizons, requiring models to capture continuous-time dynamics across arbitrary intervals without proh…
cs.LG2023★ 16 cited
Deep Generative Imputation Model for Missing Not At Random Data
Jialei Chen, Yuanbo Xu, Pengyang Wang +1
Data analysis usually suffers from the Missing Not At Random (MNAR) problem, where the cause of the value missing is not fully observed. Compared to the naive Missing Completely At…