Darren Crews

According to our database, Darren Crews authored at least 4 papers between 2020 and 2025.

Collaborative distances:

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

2025

LLM-NPU: Towards Efficient Foundation Model Inference on Low-Power Neural Processing Units.

Arnab Raha, Souvik Kundu, Sharath Nittur Sridhar, Shamik Kundu, Soumendu Kumar Ghosh, Alessandro Palla, Arghadip Das, Darren Crews, Deepak A. Mathaikutty

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2025

2023

Neural Architecture Search for Intel Movidius VPU.

Qian Xu, Victor Li, Darren Crews

CoRR, 2023

VPU-EM: An Event-based Modeling Framework to Evaluate NPU Performance and Power Efficiency at Scale.

Charles Qi, Yi Wang, Hui Wang, Yang Lu, Shiva Shankar Subramanian, Finola Cahill, Conall Tuohy, Victor Li, Xu Qian, Darren Crews, Ling Wang, Shivaji Roy, Andrea Deidda, Martin Power, Niall Hanrahan, Rick Richmond, Umer Cheema, Arnab Raha, Alessandro Palla, Gary Baugh, Deepak Mathaikutty

CoRR, 2023

2020

Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks.

Xu Qian, Victor Li, Darren Crews

CoRR, 2020