Jinendra Malekar

According to our database, Jinendra Malekar authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

PiCASO: A Real-time Pi-Integrated Conversational AI System with Optimized LLMs.

Mahsa Ardakani, Jinendra Malekar, Ramtin Zand

Proceedings of the Great Lakes Symposium on VLSI 2026, 2026

2025

PIM-LLM: A High-Throughput Hybrid PIM Architecture for 1-bit LLMs.

Jinendra Malekar, Peyton Chandarana, Md Hasibul Amin, Mohammed E. Elbtity, Ramtin Zand

CoRR, April, 2025

Amdahl's Law for LLMs: A Throughput-Centric Analysis of Extreme LLM Quantization.

Jinendra Malekar, Ramtin Zand

Trans. Mach. Learn. Res., 2025

LLMPi: Optimizing LLMs for High-Throughput on Raspberry Pi.

Mahsa Ardakani, Jinendra Malekar, Ramtin Zand

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Matmul or No Matmul in the Era of 1-bit LLMs.

Jinendra Malekar, Mohammed E. Elbtity, Ramtin Zand

CoRR, 2024

WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions.

Seyedali Mohammadi, Edward Raff, Jinendra Malekar, Vedant Palit, Francis Ferraro, Manas Gaur

CoRR, 2024

2023

Process Knowledge-infused Learning for Clinician-friendly Explanations.

Kaushik Roy, Yuxin Zi, Manas Gaur, Jinendra Malekar, Qi Zhang, Vignesh Narayanan, Amit P. Sheth

CoRR, 2023

Demo Alleviate: Demonstrating Artificial Intelligence Enabled Virtual Assistance for Telehealth: The Mental Health Case.

Kaushik Roy, Vedant Khandelwal, Raxit Goswami, Nathan Dolbir, Jinendra Malekar, Amit P. Sheth

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023