Mohanad Odema

33 papers A* 4A 4Journal 20Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
3-Model Speculative Decoding.
CoRR
SangHyun Byun, Mohanad Odema, Jung Ick Guack, Baisub Lee, Jacob Song, Woo Seong Chung
2025 J jnl
APCE: Adaptive Progressive Context Expansion for Long Context Processing.
CoRR
Baisub Lee, SangHyun Byun, Mohanad Odema, Jung Guack, Jacob Song, Woo Seong Chung
2025 J jnl
DisCovHAR: Contrastive Attention for Human Activity Recognition Under Distribution Shifts.
IEEE Internet Things J.
Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque
2025 A conf
Performance Implications of Multi-Chiplet Neural Processing Units on Autonomous Driving Perception.
DATE
Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque
2025 J jnl
Unifying Vision-Language Latents for Zero-label Image Caption Enhancement.
CoRR
SangHyun Byun, Jung Ick Guack, Mohanad Odema, Baisub Lee, Jacob Song, Woo Seong Chung
2024 — —
Hardware/Software Co-design Methodologies for Efficient AI Systems and Applications
Mohanad Odema
2024 J jnl
Performance Implications of Multi-Chiplet Neural Processing Units on Autonomous Driving Perception.
CoRR
Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque
2024 J jnl
PrivyNAS: Privacy-Aware Neural Architecture Search for Split Computing in Edge-Cloud Systems.
IEEE Internet Things J.
Mohanad Odema, Mohammad Abdullah Al Faruque
2024 A* conf
SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators.
MICRO
Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque
2024 J jnl
SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators.
CoRR
Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque
2023 — conf
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency.
ICCPS
Mohanad Odema, James Ferlez, Goli Vaisi, Yasser Shoukry, Mohammad Abdullah Al Faruque
2023 J jnl
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency.
CoRR
Mohanad Odema, James Ferlez, Goli Vaisi, Yasser Shoukry, Mohammad Abdullah Al Faruque
2023 A conf
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling.
DATE
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar
2023 J jnl
Inter-Layer Scheduling Space Exploration for Multi-model Inference on Heterogeneous Chiplets.
CoRR
Mohanad Odema, Hyoukjun Kwon, Mohammad Abdullah Al Faruque
2023 J jnl
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment.
CoRR
Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023 J jnl
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment.
ACM Trans. Embed. Comput. Syst.
Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023 A* conf
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs.
DAC
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023 J jnl
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs.
CoRR
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque
2023 A* conf
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge.
DAC
Mohanad Odema, James Ferlez, Yasser Shoukry, Mohammad Abdullah Al Faruque
2023 J jnl
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge.
CoRR
Mohanad Odema, James Ferlez, Yasser Shoukry, Mohammad Abdullah Al Faruque
2023 J jnl
Testudo: Collaborative Intelligence for Latency-Critical Autonomous Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mohanad Odema, Luke Chen, Marco Levorato, Mohammad Abdullah Al Faruque
2022 J jnl
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling.
CoRR
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar
2022 A conf
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems.
ICCAD
Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque
2022 J jnl
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems.
CoRR
Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque
2022 J jnl
Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Nafiul Rashid, Berken Utku Demirel, Mohanad Odema, Mohammad Abdullah Al Faruque
2021 A conf
EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices.
ISLPED
Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque
2021 — conf
Energy-Aware Design Methodology for Myocardial Infarction Detection on Low-Power Wearable Devices.
ASP-DAC
Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque
2021 A* conf
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies.
DAC
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
2021 J jnl
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies.
CoRR
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque
2021 J jnl
SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control.
CoRR
Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque
2021 J jnl
SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control.
ACM Trans. Embed. Comput. Syst.
Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque
2018 — conf
A RESTful Architecture for Portable Remote Online Experimentation Services.
ICSIE
Mohanad Odema, Ihab Adly, Ahmed El-Baz, Hani Amin
2017 — conf
Smart Aquaponics System for Industrial Internet of Things (IIoT).
AISI
Mohanad Odema, Ihab Adly, Ayman Wahba, Hani F. Ragai