Pedro Gimenes

According to our database, Pedro Gimenes authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

A3 : an Analytical Low-Rank Approximation Framework for Attention.

Jeffrey T. H. Wong, Cheng Zhang, Xinye Cao, Pedro Gimenes, George A. Constantinides, Wayne Luk, Yiren Zhao

CoRR, May, 2025

ARIES: Autonomous Reasoning with LLMs on Interactive Thought Graph Environments.

Pedro Gimenes, Zeyu Cao, Jeffrey Wong, Yiren Zhao

CoRR, February, 2025

AMPLE: Event-Driven Accelerator for Mixed-Precision Inference of Graph Neural Networks.

Pedro Gimenes, Yiren Zhao, George A. Constantinides

CoRR, February, 2025

LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation.

Zixi Zhang, Balint Szekely, Pedro Gimenes, Greg Chadwick, Hugo McNally, Jianyi Cheng, Robert D. Mullins, Yiren Zhao

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

AMPLE: Event-Driven Accelerator for Mixed-Precision Inference of Graph Neural Networks.

Pedro Gimenes, Aaron Zhao, George A. Constantinides

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

2024

Scaling Laws for Mixed quantization in Large Language Models.

Zeyu Cao, Cheng Zhang, Pedro Gimenes, Jianqiao Lu, Jianyi Cheng, Yiren Zhao

CoRR, 2024