38 citations · 46 across the 3 of their papers we have counts for
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cs.LG2024★ 7 cited
Digital Twin Mobility Profiling: A Spatio-Temporal Graph Learning Approach
Xin Chen, Mingliang Hou, Tao Tang +2
With the arrival of the big data era, mobility profiling has become a viable method of utilizing enormous amounts of mobility data to create an intelligent transportation system. M…
cs.LG2023★ 1 cited
Coupled Attention Networks for Multivariate Time Series Anomaly Detection
Feng Xia, Xin Chen, Shuo Yu +3
Multivariate time series anomaly detection (MTAD) plays a vital role in a wide variety of real-world application domains. Over the past few years, MTAD has attracted rapidly increa…
cs.LG2022★ 38 cited
CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs
Feng Xia, Lei Wang, Tao Tang +4
Graph Convolutional Networks (GCNs) have achieved impressive performance in a wide variety of areas, attracting considerable attention. The core step of GCNs is the information-pas…