Aidin Shiri

According to our database, Aidin Shiri authored at least 10 papers between 2020 and 2024.

Collaborative distances:

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

2024

L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models✱.

Aidin Shiri, Kaushik Roy, Amit P. Sheth, Manas Gaur

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

Simple is Better and Large is Not Enough: Towards Ensembling of Foundational Language Models.

Nancy Tyagi, Aidin Shiri, Surjodeep Sarkar, Abhishek Kumar Umrawal, Manas Gaur

CoRR, 2023

2022

E2HRL: An Energy-efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning.

Aidin Shiri, Uttej Kallakuri, Hasib-Al Rashid, Bharat Prakash, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin

ACM Trans. Design Autom. Electr. Syst., 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

A Hardware Accelerator for Language-Guided Reinforcement Learning.

Aidin Shiri, Arnab Neelim Mazumder, Bharat Prakash, Houman Homayoun, Nicholas R. Waytowich, Tinoosh Mohsenin

IEEE Des. Test, 2022

An Optimization Framework for Efficient Vision-Based Autonomous Drone Navigation.

Mozhgan Navardi, Aidin Shiri, Edward Humes, Nicholas R. Waytowich, Tinoosh Mohsenin

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021

An Energy Efficient EdgeAI Autoencoder Accelerator for Reinforcement Learning.

Nitheesh Kumar Manjunath, Aidin Shiri, Morteza Hosseini, Bharat Prakash, Nicholas R. Waytowich, Tinoosh Mohsenin

IEEE Open J. Circuits Syst., 2021

An Energy-Efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning.

Aidin Shiri, Bharat Prakash, Arnab Neelim Mazumder, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020

End-to-end Scalable and Low Power Multi-modal CNN for Respiratory-related Symptoms Detection.

Haoran Ren, Arnab Neelim Mazumder, Hasib-Al Rashid, Vandana Chandrareddy, Aidin Shiri, Nitheesh Kumar Manjunath, Tinoosh Mohsenin

Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

Energy-Efficient Hardware for Language Guided Reinforcement Learning.

Aidin Shiri, Arnab Neelim Mazumder, Bharat Prakash, Nitheesh Kumar Manjunath, Houman Homayoun, Avesta Sasan, Nicholas R. Waytowich, Tinoosh Mohsenin

Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020