16 citations · 32 across the 11 of their papers we have counts for
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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…
cs.LG2023★ 1 cited
TriMLP: Revenge of a MLP-like Architecture in Sequential Recommendation
Yiheng Jiang, Yuanbo Xu, Yongjian Yang +3
In this paper, we present a MLP-like architecture for sequential recommendation, namely TriMLP, with a novel Triangular Mixer for cross-token communications. In designing Triangula…