Mehdi Ghasemi

According to our database, Mehdi Ghasemi authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning.

Gyudong Kim, Mehdi Ghasemi, Soroush Heidari, Seungryong Kim, Young Geun Kim, Sarma B. K. Vrudhula, Carole-Jean Wu

CoRR, 2024

2022

EdgeWise: Energy-efficient CNN Computation on Edge Devices under Stochastic Communication Delays.

Mehdi Ghasemi, Daler N. Rakhmatov, Carole-Jean Wu, Sarma B. K. Vrudhula

ACM Trans. Embed. Comput. Syst., September, 2022

CAMDNN: Content-Aware Mapping of a Network of Deep Neural Networks on Edge MPSoCs.

Soroush Heidari, Mehdi Ghasemi, Young Geun Kim, Carole-Jean Wu, Sarma B. K. Vrudhula

IEEE Trans. Computers, 2022

2021

Energy-Efficient Mapping for a Network of DNN Models at the Edge.

Mehdi Ghasemi, Soroush Heidari, Young Geun Kim, Aaron Lamb, Carole-Jean Wu, Sarma B. K. Vrudhula

Proceedings of the IEEE International Conference on Smart Computing, 2021

2020

Enabling Incremental Knowledge Transfer for Object Detection at the Edge.

Mohammad Farhadi Bajestani, Mehdi Ghasemi, Sarma B. K. Vrudhula, Yezhou Yang

CoRR, 2020

Enabling Incremental Knowledge Transfer for Object Detection at the Edge.

Mohammad Farhadi, Mehdi Ghasemi, Sarma B. K. Vrudhula, Yezhou Yang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

A Novel Design of Adaptive and Hierarchical Convolutional Neural Networks using Partial Reconfiguration on FPGA.

Mohammad Farhadi, Mehdi Ghasemi, Yezhou Yang

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019