A Novel Design of Adaptive and Hierarchical Convolutional Neural Networks using Partial Reconfiguration on FPGA. - Mohammad Farhadi; Mehdi Ghasemi 003; Yezhou Yang (HPEC, 2019)

Enabling Incremental Knowledge Transfer for Object Detection at the Edge. - Mohammad Farhadi; Mehdi Ghasemi 003; Sarma B. K. Vrudhula; Yezhou Yang (CVPR Workshops, 2020)

Enabling Incremental Knowledge Transfer for Object Detection at the Edge. - Mohammad Farhadi Bajestani; Mehdi Ghasemi 003; Sarma B. K. Vrudhula; Yezhou Yang (CoRR, 2020)

Energy-Efficient Mapping for a Network of DNN Models at the Edge. - Mehdi Ghasemi 003; Soroush Heidari; Young Geun Kim 001; Aaron Lamb; Carole-Jean Wu; Sarma B. K. Vrudhula (SMARTCOMP, 2021)

CAMDNN: Content-Aware Mapping of a Network of Deep Neural Networks on Edge MPSoCs. - Soroush Heidari; Mehdi Ghasemi 003; Young Geun Kim 001; Carole-Jean Wu; Sarma B. K. Vrudhula (IEEE Trans. Computers, 2022)

EdgeWise: Energy-efficient CNN Computation on Edge Devices under Stochastic Communication Delays. - Mehdi Ghasemi 003; Daler N. Rakhmatov; Carole-Jean Wu; Sarma B. K. Vrudhula (ACM Trans. Embed. Comput. Syst., 2022)

Elastic Execution of Multi-Tenant DNNs on Heterogeneous Edge MPSoCs. - Soroush Heidari; Mehdi Ghasemi 003; Young Geun Kim 001; Carole-Jean Wu; Sarma B. K. Vrudhula (SEC, 2024)

HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning. - Gyudong Kim; Mehdi Ghasemi 003; Soroush Heidari; Seungryong Kim; Young Geun Kim 001; Sarma B. K. Vrudhula; Carole-Jean Wu (MLSys, 2024)

Energy-Efficient, Delay-Constrained Edge Computing of a Network of DNNs. - Mehdi Ghasemi 003; Soroush Heidari; Young Geun Kim 001; Carole-Jean Wu; Sarma B. K. Vrudhula (IEEE Trans. Computers, 2025)