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cs.LG2025
AIRES: Accelerating Out-of-Core GCNs via Algorithm-System Co-Design
Shakya Jayakody, Youpeng Zhao, Jun Wang
Graph convolutional networks (GCNs) are fundamental in various scientific applications, ranging from biomedical protein-protein interactions (PPI) to large-scale recommendation sys…
cs.LG2024
Merino: Entropy-driven Design for Generative Language Models on IoT Devices
Youpeng Zhao, Ming Lin, Huadong Tang +2
Generative Large Language Models (LLMs) stand as a revolutionary advancement in the modern era of artificial intelligence (AI). However, scaling down LLMs for resource-constrained…