An Optimization Framework for Efficient Vision-Based Autonomous Drone Navigation. - Mozhgan Navardi; Aidin Shiri; Edward Humes; Nicholas R. Waytowich; Tinoosh Mohsenin (AICAS, 2022)

E2EdgeAI: Energy-Efficient Edge Computing for Deployment of Vision-Based DNNs on Autonomous Tiny Drones. - Mozhgan Navardi; Edward Humes; Tinoosh Mohsenin (SEC, 2022)

Efficient Language-Guided Reinforcement Learning for Resource-Constrained Autonomous Systems. - Aidin Shiri; Mozhgan Navardi; Tejaswini Manjunath; Nicholas R. Waytowich; Tinoosh Mohsenin (IEEE Micro, 2022)

Peak-Power Aware Life-Time Reliability Improvement in Fault-Tolerant Mixed-Criticality Systems. - Mozhgan Navardi; Behnaz Ranjbar; Nezam Rohbani; Alireza Ejlali; Akash Kumar 001 (IEEE Open J. Circuits Syst., 2022)

MLAE2: Metareasoning for Latency-Aware Energy-Efficient Autonomous Nano-Drones. - Mozhgan Navardi; Tinoosh Mohsenin (ISCAS, 2023)

ReProHRL: Towards Multi-Goal Navigation in the Real World using Hierarchical Agents. - Tejaswini Manjunath; Mozhgan Navardi; Prakhar Dixit; Bharat Prakash; Tinoosh Mohsenin (CoRR, 2023)

Squeezed Edge YOLO: Onboard Object Detection on Edge Devices. - Edward Humes; Mozhgan Navardi; Tinoosh Mohsenin (CoRR, 2023)

MetaE2RL: Toward Meta-Reasoning for Energy-Efficient Multigoal Reinforcement Learning With Squeezed-Edge You Only Look Once. - Mozhgan Navardi; Edward Humes; Tejaswini Manjunath; Tinoosh Mohsenin (IEEE Micro, 2023)

Energy-Aware FPGA Implementation of Spiking Neural Network with LIF Neurons. - Asmer Hamid Ali; Mozhgan Navardi; Tinoosh Mohsenin (CoRR, 2024)

MetaTinyML: End-to-End Metareasoning Framework for TinyML Platforms. - Mozhgan Navardi; Edward Humes; Tinoosh Mohsenin (IEEE Embed. Syst. Lett., 2024)

GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices. - Mozhgan Navardi; Romina Aalishah; Yuzhe Fu; Yueqian Lin; Hai Li 001; Yiran Chen 001; Tinoosh Mohsenin (AAAI Spring Symposia, 2025)

MambaLiteSR: Image Super-Resolution with Low-Rank Mamba Using Knowledge Distillation. - Romina Aalishah; Mozhgan Navardi; Tinoosh Mohsenin (ISQED, 2025)