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Wu, Xingjian
4 publications
ICML
2025
$K^2$VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting
Xingjian Wu
,
Xiangfei Qiu
,
Hongfan Gao
,
Jilin Hu
,
Bin Yang
,
Chenjuan Guo
ICLR
2025
CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
Xingjian Wu
,
Xiangfei Qiu
,
Zhengyu Li
,
Yihang Wang
,
Jilin Hu
,
Chenjuan Guo
,
Hui Xiong
,
Bin Yang
NeurIPS
2025
DBLoss: Decomposition-Based Loss Function for Time Series Forecasting
Xiangfei Qiu
,
Xingjian Wu
,
Hanyin Cheng
,
Xvyuan Liu
,
Chenjuan Guo
,
Jilin Hu
,
Bin Yang
NeurIPS
2025
Enhancing Time Series Forecasting Through Selective Representation Spaces: A Patch Perspective
Xingjian Wu
,
Xiangfei Qiu
,
Hanyin Cheng
,
Zhengyu Li
,
Jilin Hu
,
Chenjuan Guo
,
Bin Yang