24 citations · 42 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 18 cited
Boundary-enhanced time series data imputation with long-term dependency diffusion models
Chunjing Xiao, Xue Jiang, Xianghe Du +4
Data imputation is crucial for addressing challenges posed by missing values in multivariate time series data across various fields, such as healthcare, traffic, and economics, and…
cs.NI2024★ 24 cited
Diffusion Model-based Contrastive Learning for Human Activity Recognition
Chunjing Xiao, Yanhui Han, Wei Yang +3
WiFi Channel State Information (CSI)-based activity recognition has sparked numerous studies due to its widespread availability and privacy protection. However, when applied in pra…