Zhang Jie-Fang

Nvidia (United States) — United States

Physics and Astronomy · Physical Sciences

20h-index1.3kcitations127works0.52yr avg
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Research Topics

Nonlinear Waves and Solitons(84), Nonlinear Photonic Systems(73), Advanced Fiber Laser Technologies(19), Algebraic structures and combinatorial models(12), Advanced Fiber Optic Sensors(10)

Publications127 total

Design and Optimization of Efficient Digital Machine Learning Accelerators: An overview of architecture choices, efficient quantization, sparsity exploration, and system integration techniques
IEEE Solid-State Circuits Magazine·2025
TetriX: Flexible Architecture and Optimal Mapping for Tensorized Neural Network Processing
IEEE Transactions on Computers·2024· 1 cited
Machine Learning Hardware Design for Efficiency, Flexibility, and Scalability [Feature]
IEEE Circuits and Systems Magazine·2023· 2 cited
Oilfield Analogy and Productivity Prediction Based on Machine Learning
SSRN Electronic Journal·2022Open Access
Efficient Deep Learning Accelerator Architectures by Model Compression and Data Orchestration
Deep Blue (University of Michigan)·2022Open Access
Point-X: A Spatial-Locality-Aware Architecture for Energy-Efficient Graph-Based Point-Cloud Deep Learning
2021· 27 cited
Exploration of Energy-Efficient Architecture for Graph-Based Point-Cloud Deep Learning
2021· 2 cited
SNAP: An Efficient Sparse Neural Acceleration Processor for Unstructured Sparse Deep Neural Network Inference
IEEE Journal of Solid-State Circuits·2020· 91 cited
A traffic flow hierarchy induction algorithm based on VANET
2019
SNAP: A 1.67 — 21.55TOPS/W Sparse Neural Acceleration Processor for Unstructured Sparse Deep Neural Network Inference in 16nm CMOS
2019· 46 cited
Optical Solitons and Cnodial Waves in Two Kinds of Inhomogeneous Nonlinear Media with Constant and Variable Dispersions
Procedia Computer Science·2017Open Access
Research on OBIfree Technology Based on C-DOCSIS+RFoG Network
Procedia Computer Science·2017· 1 citedOpen Access
Structural Scrambling of Circulant Matrices for Cost-effective Compressive Sensing
Journal of Signal Processing Systems·2016· 5 cited
Control of nonautonomous matter rogue waves
Acta Physica Sinica·2016· 9 citedOpen Access
Low memory-cost scramble methods for constructing deterministic CS matrix
2015
A cut-off grade for gold and gallium in coal
Fuel·2015· 28 cited
Triple medium physical model of post fracturing high-rank coal reservoir in southern Qinshui Basin
Journal of Earth Science·2014· 12 cited
Transmission control of nonautonomous optical rogue waves in nonlinear optical media
Acta Physica Sinica·2013· 4 citedOpen Access
Line rogue wave solution of (2+1) dimensional nonlinear Schrdinger equation and its propagation characteristic
Journal of Shangqiu Normal University·2013
Solitons of nonlinear Schrödinger equation withvariable-coefficients and interaction
Acta Physica Sinica·2011· 10 citedOpen Access
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Frequent Co-authors

Zheng Chun-Long(11), Jianping Meng(6), Chao‐Qing Dai(6), Huang Wen-Hua(6), Sheng Zheng-Mao(4), Li‐Qun Chen(4), Zhengya Zhang(3), Fengmin Wu(3), Ching‐En Lee(2), Chester Liu(2), Yakun Sophia Shao(2), Stephen W. Keckler(2), Shuxun Sang(2), Jian-Ping Fang(2), Feng-De Zong(2), Guo Guan-ping(2), Yang Qin(2), Liang‐Liang Wang(2), Qian Cun(2), Shiqiang Dai(1)