2 papers
cs.AI2026
L2IR: Revealing Latent Intent in Graph Fraud Detection
Jinsheng Guo, Zhenhao Weng, Yibo Liu +2
Graph fraud detection has long depended on Graph Neural Networks (GNNs) to propagate and aggregate information across relational data. A critical obstacle in practice, however, is…
cs.LG2026
STaT: Resolving Shape Distortion in Non-Stationary Time Series via Tri-Modal Synergy
Hui Cheng, Jinsheng Guo, Zhenhao Weng +2
Recent research in time series forecasting frequently investigates the integration of textual and visual modalities with numerical models to better navigate non-stationary environm…