Research topic

Model Compression Research

This topic page groups Naser Ezzati-Jivan research papers related to model compression. Each linked record provides the paper's problem, method, findings, limitations, keywords, and authoritative source links.

Related search terms: model compression

1 papers in this topic, ordered newest first. The detailed paper records contain the evidence-grounded methods, tools, datasets, findings, and citation guidance.

Selected papers

2025 · ACM/SPEC International Conference on Performance Engineering (ICPE)

Optimization Strategies for Enhancing Resource Efficiency in Transformers & Large Language Models

Tom Wallace, Beatrice M. Ombuki-Berman, Naser Ezzati-Jivan

The paper compares compression and optimization strategies for reducing the resource cost of Transformer and large-language-model workloads while retaining useful accuracy.

Keywords: transformers · quantization · knowledge distillation · pruning · 4-bit quantization

Read the detailed paper record · · Authoritative source