A dual-path fusion network with reconstruction and discrimination for zero-shot multivariate time series anomaly detection. - Taizhi Wang; Xin Gao 023; Xinping Diao; Yuan Li 073; Haibo Yu; Yukun Lin; Huiting Xu; Yinglan Liu (Neurocomputing, 2026)

An Adversarial Filtering Framework With Time-Frequency Cross-Domain Consistency for Multivariate Time-Series Anomaly Detection. - Bing Xue; Xin Gao 023; Xinping Diao; Yuan Li 073; Tianyang Chen; Yukun Lin; Hong Chen; Yinglan Liu (IEEE Internet Things J., 2026)

Uncertainty-aware memory-enhanced cross-window dependency learning for robust multivariate time series anomaly detection. - Bing Xue; Xin Gao 023; Xinping Diao; Haibo Yu; Yuan Li 073; Tianyang Chen; Huiting Xu; Yinglan Liu (Inf. Process. Manag., 2026)