Huizi Mao
Huizi Mao has 2 papers in our library, in 2016–2023, most of them on Language models & pretraining, Vision & language, Efficient models & compression; often with Song Han, Andrew Tao, Jan Kautz.
OpenAlex · ORCID · h-index 18 · 29 works · 10,938 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 310 times in our library · ⭐ Paper Stars ranking: #1935
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksEngineering · 1 workElectrical and Electronic Engineering · 1 workHardware and Architecture · 1 workArts and Humanities · 1 workArtificial Intelligence · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
2010s
Papers
- EIE: Efficient Inference Engine on Compressed Deep Neural Network (2016 · 1,193 citations)
Large neural networks spend most of their energy fetching weights from off-chip DRAM rather than on arithmetic. - VILA: On Pre-training for Visual Language Models (2023 · 381 citations)
Most work on visual language models (VLMs) has focused on instruction tuning. The pre-training stage, where an LLM first learns to handle images and text together, has received far less systematic study. This paper addresses that gap. Starting from Llama-2, the authors build auto-regressive VLMs, in which image…
Co-authors here
Venues
- ACM/IEEE International Symposium on Computer Architecture (ISCA): ISCA 2016
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023
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