30 citations · 72 across the 13 of their papers we have counts for
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cs.LG2022★ 4 cited
On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks
Huimin Zeng, Zhenrui Yue, Yang Zhang +3
In many applications with real-world consequences, it is crucial to develop reliable uncertainty estimation for the predictions made by the AI decision systems. Targeting at the go…
cs.LG2022
Efficient Localness Transformer for Smart Sensor-Based Energy Disaggregation
Zhenrui Yue, Huimin Zeng, Ziyi Kou +2
Modern smart sensor-based energy management systems leverage non-intrusive load monitoring (NILM) to predict and optimize appliance load distribution in real-time. NILM, or energy…
cs.LG2020★ 14 cited
Spatial-Temporal Dynamic Graph Attention Networks for Ride-hailing Demand Prediction
Weiguo Pian, Yingbo Wu, Xiangmou Qu +2
Ride-hailing demand prediction is an essential task in spatial-temporal data mining. Accurate Ride-hailing demand prediction can help to pre-allocate resources, improve vehicle uti…