Selected Publications
TIPS: Topologically Important Path Sampling for Anytime Neural Networks Conference
International Conference on Machine Learning (ICML), 2023.
MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications Conference
Mobile AI Workshop (Conference on Computer Vision and Pattern Recognition Workshops), 2023.
Demo Abstract: A Hardware Prototype Targeting Federated Learning with User Mobility and Device Heterogeneity Conference
International Conference on Internet-of-Things Design and Implementation (IoTDI), 2023.
International Conference on Internet-of-Things Design and Implementation (IoTDI), 2023.
Efficient On-device Training via Gradient Filtering Conference
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
Model Elasticity for Hardware Heterogeneity in Federated Learning Systems Proceedings Article
In: Proceedings of the 1st ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network (FedEdge), pp. 19-24, 2022.