3 papers
cs.CV2024
GiMeFive: Towards Interpretable Facial Emotion Classification
Jiawen Wang, Leah Kawka
Deep convolutional neural networks have been shown to successfully recognize facial emotions for the past years in the realm of computer vision. However, the existing detection app…
cs.OS2023
Adaptive CPU Resource Allocation for Emulator in Kernel-based Virtual Machine
Yecheng Yang, Pu Pang, Jiawen Wang +2
The technologies of heterogeneous multi-core architectures, co-location, and virtualization can be used to reduce server power consumption and improve system utilization, which are…
cs.LG2023
STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs
Jiawen Wang, Quan Chen, Deze Zeng +3
Many emerging user-facing services adopt Graph Neural Networks (GNNs) to improve serving accuracy. When the graph used by a GNN model changes, representations (embedding) of nodes…