Concepedia

Jiancheng Lyu

JL

8

Publications

413

Citations

8

H-Index

2017

Active since

Affiliations

University of California, Irvine(Current)

University of California, Los Angeles

Qualcomm (United Kingdom)

Qualcomm (United States)

Jiancheng Lyu is an author at University of California, Irvine specializing in engineering, deep learning, and computer science.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningPattern RecognitionData ScienceArtificial IntelligenceComputer VisionComputer EngineeringEducation

Publications per year

2017–2023

8

Publications

8

Understanding Straight-Through Estimator in Training Activation\n Quantized Neural Nets

Penghang Yin, Jiancheng Lyu, Shuai Zhang et al. · arXiv (Cornell University) · 2019 · 119 citations · Full text

BinaryRelax: A Relaxation Approach for Training Deep Neural Networks with Quantized Weights

Penghang Yin, Shuai Zhang, Jiancheng Lyu et al. · SIAM Journal on Imaging Sciences · 2018 · 72 citations

Quantized State, Convolutional Neural Network, Machine Vision +15

Blended coarse gradient descent for full quantization of deep neural networks

Penghang Yin, Shuai Zhang, Jiancheng Lyu et al. · Research in the Mathematical Sciences · 2019 · 65 citations

Deep Neural Networks, Engineering, Machine Learning +8

Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets

Penghang Yin, Jiancheng Lyu, Shuai Zhang et al. · arXiv (Cornell University) · 2019 · 62 citations · Full text

Artificial Intelligence, Straight-through Estimator, Training Loss +13

Dense Network Expansion for Class Incremental Learning

Zhiyuan Hu, Yunsheng Li, Jiancheng Lyu et al. · 2023 · 53 citations

Artificial Intelligence, Incremental Learning, Engineering +18

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