Concepedia

Zhewei Yao

ZY

Statistics

Publications

51

Citations

3.4K

H-Index

28

Active since

2003

Affiliations

University of California, Berkeley(Current)

Shanghai Jiao Tong University

Berkeley College

International Computer Science Institute

Peking University

Zhewei Yao is an author at University of California, Berkeley specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningData ScienceComputer EngineeringArtificial IntelligenceMachine TranslationNatural Language ProcessingPattern Recognition

Publications per year

2003–2025

51

Publications

51

HAWQ: Hessian AWare Quantization of Neural Networks With Mixed-Precision

Zhen Dong, Zhewei Yao, Amir Gholami et al. · 2019 · 433 citations

Artificial Intelligence, Convolutional Neural Network, Model Size +14

Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT

Sheng Shen, Zhen Dong, Jiayu Ye et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 408 citations · Full text

Natural Language Processing, Bert Downstream Tasks, Large Ai Model +12

ZeroQ: A Novel Zero Shot Quantization Framework

Yaohui Cai, Zhewei Yao, Zhen Dong et al. · 2020 · 366 citations

Engineering, Machine Learning, Zero-shot Quantization Methods +16

Shallow neural networks for fluid flow reconstruction with limited sensors

N. Benjamin Erichson, Lionel Mathelin, Zhewei Yao et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2020 · 241 citations · Full text

AI and Memory Wall

Amir Gholami, Zhewei Yao, Sehoon Kim et al. · IEEE Micro · 2024 · 204 citations

Artificial Intelligence, Engineering, Machine Learning +22

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