@conference{tips_icml2023,

title = {TIPS: Topologically Important Path Sampling for Anytime Neural Networks},

author = {Li, Guihong and Bhardwaj, Kartikeya and Yang, Yuedong and Marculescu, Radu},

url = {https://arxiv.org/abs/2305.08021},

year  = {2023},

date = {2023-07-15},

urldate = {2023-07-15},

booktitle = {International Conference on Machine Learning (ICML)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{mobileViG,

title = {MobileViG: Graph-Based Sparse Attention for Mobile  Vision Applications},

author = {Munir, Mustafa and Avery, William and Marculescu, Radu},

year  = {2023},

date = {2023-06-18},

urldate = {2023-06-18},

booktitle = {Mobile AI Workshop (Conference on Computer Vision and Pattern Recognition Workshops)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{DemoIoTDI2023,

title = {Demo Abstract: A Hardware Prototype Targeting Federated Learning with User Mobility and Device Heterogeneity},

author = {Farcas, Allen-Jasmin and Marculescu, Radu},

year  = {2023},

date = {2023-05-10},

urldate = {2023-05-10},

booktitle = {International Conference on Internet-of-Things Design and Implementation (IoTDI)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{IoTDI2023,

title = {MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning},

author = {Farcas, Allen-Jasmin and Lee, Myungjin and Kompella, Ramana Rao and Latapie, Hugo and de Veciana, Gustavo and Marculescu, Radu},

url = {https://dl.acm.org/doi/abs/10.1145/3576842.3582378},

year  = {2023},

date = {2023-05-09},

urldate = {2023-05-09},

booktitle = {International Conference on Internet-of-Things Design and Implementation (IoTDI)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{albertcvpr2023,

title = {Efficient On-device Training via Gradient Filtering},

author = {Yuedong Yang and Guihong Li and Radu Marculescu},

url = {https://arxiv.org/pdf/2301.00330.pdf},

year  = {2023},

date = {2023-02-27},

urldate = {2023-02-27},

booktitle = {The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}