Mehdi Ghasemi

12 papers B 1Misc 2Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Energy-Efficient, Delay-Constrained Edge Computing of a Network of DNNs.
IEEE Trans. Computers
Mehdi Ghasemi, Soroush Heidari, Young Geun Kim, Carole-Jean Wu, Sarma B. K. Vrudhula
2025 Misc conf
Uncertainty-Aware RL-Based Scheduling of Multi-DNN Workloads on Edge MPSoCs.
SEC
Soroush Heidari, Mehdi Ghasemi, Sarma Vrudhula
2024 Misc conf
Elastic Execution of Multi-Tenant DNNs on Heterogeneous Edge MPSoCs.
SEC
Soroush Heidari, Mehdi Ghasemi, Young Geun Kim, Carole-Jean Wu, Sarma B. K. Vrudhula
2024 — conf
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning.
MLSys
Gyudong Kim, Mehdi Ghasemi, Soroush Heidari, Seungryong Kim, Young Geun Kim, Sarma B. K. Vrudhula, Carole-Jean Wu
2024 J jnl
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning.
CoRR
Gyudong Kim, Mehdi Ghasemi, Soroush Heidari, Seungryong Kim, Young Geun Kim, Sarma B. K. Vrudhula, Carole-Jean Wu
2022 J jnl
CAMDNN: Content-Aware Mapping of a Network of Deep Neural Networks on Edge MPSoCs.
IEEE Trans. Computers
Soroush Heidari, Mehdi Ghasemi, Young Geun Kim, Carole-Jean Wu, Sarma B. K. Vrudhula
2022 J jnl
EdgeWise: Energy-efficient CNN Computation on Edge Devices under Stochastic Communication Delays.
ACM Trans. Embed. Comput. Syst.
Mehdi Ghasemi, Daler N. Rakhmatov, Carole-Jean Wu, Sarma B. K. Vrudhula
2021 B conf
Energy-Efficient Mapping for a Network of DNN Models at the Edge.
SMARTCOMP
Mehdi Ghasemi, Soroush Heidari, Young Geun Kim, Aaron Lamb, Carole-Jean Wu, Sarma B. K. Vrudhula
2020 — conf
Enabling Incremental Knowledge Transfer for Object Detection at the Edge.
CVPR Workshops
Mohammad Farhadi, Mehdi Ghasemi, Sarma B. K. Vrudhula, Yezhou Yang
2020 J jnl
Enabling Incremental Knowledge Transfer for Object Detection at the Edge.
CoRR
Mohammad Farhadi Bajestani, Mehdi Ghasemi, Sarma B. K. Vrudhula, Yezhou Yang
2019 — conf
A Novel Design of Adaptive and Hierarchical Convolutional Neural Networks using Partial Reconfiguration on FPGA.
HPEC
Mohammad Farhadi, Mehdi Ghasemi, Yezhou Yang
2019 J jnl
A Novel Design of Adaptive and Hierarchical Convolutional Neural Networks using Partial Reconfiguration on FPGA.
CoRR
Mohammad Farhadi, Mehdi Ghasemi, Yezhou Yang