2 papers
cs.AI2026
A Computationally Efficient Learning of Artificial Intelligence System Reliability Considering Error Propagation
Fenglian Pan, Yinwei Zhang, Yili Hong +2
Artificial Intelligence (AI) systems are increasingly prominent in emerging smart cities, yet their reliability remains a critical concern. These systems typically operate through…
cs.LG2025
BiDepth: A Bidirectional-Depth Neural Network for Spatio-Temporal Prediction
Sina Ehsani, Fenglian Pan, Qingpei Hu +1
Accurate spatial-temporal (ST) prediction for dynamic systems, such as urban mobility and weather patterns, is crucial but hindered by complex ST correlations and the challenge of…