Concepedia

Yaohui Cai

YC

6

Publications

565

Citations

6

H-Index

2019

Active since

Affiliations

University of California, Berkeley(Current)

Peking University

Cornell University

Yaohui Cai is an author at University of California, Berkeley specializing in computer science, deep learning, and engineering.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningData ScienceMachine VisionPattern RecognitionEdge ComputingQuantum ComputingSignal Processing

Publications per year

2019–2024

6

Publications

6

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

HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks

Zhen Dong, Zhewei Yao, Yaohui Cai et al. · arXiv (Cornell University) · 2019 · 53 citations · Full text

Model Optimization, Pareto Frontier, Engineering +13

Understanding the Potential of FPGA-based Spatial Acceleration for Large Language Model Inference

Hongzheng Chen, Jiahao Zhang, Yixiao Du et al. · ACM Transactions on Reconfigurable Technology and Systems · 2024 · 52 citations · Full text

CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs

Qijing Huang, Dequan Wang, Zhen Dong et al. · 2021 · 51 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

QuIP: 2-Bit Quantization of Large Language Models With Guarantees

Jerry Chee, Yaohui Cai, Volodymyr Kuleshov et al. · PubMed · 2023 · 24 citations · Full text

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