Aidin Shiri

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Multiple Layers

Personal Knowledge Management

Energy Efficient

Reinforcement Learning

Top Venues

Publications

Aidin Shiri, Kaushik Roy, Amit P. Sheth, Manas Gaur
L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models✱. COMAD/CODS (2024)
Nancy Tyagi, Aidin Shiri, Surjodeep Sarkar, Abhishek Kumar Umrawal, Manas Gaur
Simple is Better and Large is Not Enough: Towards Ensembling of Foundational Language Models. CoRR (2023)
Aidin Shiri, Kaushik Roy, Amit P. Sheth, Manas Gaur
L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models. CoRR (2023)
Aidin Shiri, Mozhgan Navardi, Tejaswini Manjunath, Nicholas R. Waytowich, Tinoosh Mohsenin
Efficient Language-Guided Reinforcement Learning for Resource-Constrained Autonomous Systems. IEEE Micro 42 (6) (2022)
Aidin Shiri, Arnab Neelim Mazumder, Bharat Prakash, Houman Homayoun, Nicholas R. Waytowich, Tinoosh Mohsenin
A Hardware Accelerator for Language-Guided Reinforcement Learning. IEEE Des. Test 39 (3) (2022)
Aidin Shiri, Utteja Kallakuri, Hasib-Al Rashid, Bharat Prakash, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin
E2HRL: An Energy-efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning. ACM Trans. Design Autom. Electr. Syst. 27 (5) (2022)
Mozhgan Navardi, Aidin Shiri, Edward Humes, Nicholas R. Waytowich, Tinoosh Mohsenin
An Optimization Framework for Efficient Vision-Based Autonomous Drone Navigation. AICAS (2022)
Aidin Shiri, Bharat Prakash, Arnab Neelim Mazumder, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin
An Energy-Efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning. AICAS (2021)
Nitheesh Kumar Manjunath, Aidin Shiri, Morteza Hosseini, Bharat Prakash, Nicholas R. Waytowich, Tinoosh Mohsenin
An Energy Efficient EdgeAI Autoencoder Accelerator for Reinforcement Learning. IEEE Open J. Circuits Syst. 2 (2021)
Haoran Ren, Arnab Neelim Mazumder, Hasib-Al-Rashid, Vandana Chandrareddy, Aidin Shiri, Nitheesh Kumar Manjunath, Tinoosh Mohsenin
End-to-end Scalable and Low Power Multi-modal CNN for Respiratory-related Symptoms Detection. SoCC (2020)
Aidin Shiri, Arnab Neelim Mazumder, Bharat Prakash, Nitheesh Kumar Manjunath, Houman Homayoun, Avesta Sasan, Nicholas R. Waytowich, Tinoosh Mohsenin
Energy-Efficient Hardware for Language Guided Reinforcement Learning. ACM Great Lakes Symposium on VLSI (2020)