Yichi Zhang

基本信息

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Bio

My research interests include hardware-aware algorithmic techniques for high-performance machine learning. My work builds towards using these techniques to construct emerging perception and learning systems on the edge.

Research Interests

Papers共 11 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

Robust Training of Neural Networks at Arbitrary Precision and Sparsity

Chengxi Ye,Grace Chu,Yanfeng Liu,Yichi Zhang,Lukasz Lew, Andrew Howard

CoRR (2024)

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Realization of the Haldane Chern Insulator in a Moiré Lattice

Wenjin Zhao,Kaifei Kang,Yichi Zhang,Patrick Knüppel,Zui Tao,Lizhong Li,Charles L. Tschirhart,Evgeny Redekop,Kenji Watanabe,Takashi Taniguchi,Andrea F. Young,Jie Shan,Kin Fai Mak

NATURE PHYSICSno. 2 (2024)

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Trainable Fixed-Point Quantization for Deep Learning Acceleration on FPGAs

Dingyi Dai,Yichi Zhang,Jiahao Zhang, Zhanqiu Hu,Yaohui Cai,Qi Sun,Zhiru Zhang

arXiv (Cornell University) (2024)

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Emergence of Ferromagnetism at the Onset of Moiré Kondo Breakdown

Wenjin Zhao,Bowen Shen,Zui Tao,Sunghoon Kim,Patrick Knuppel,Zhongdong Han,Yichi Zhang,Kenji Watanabe,Takashi Taniguchi,Debanjan Chowdhury,Jie Shan,Kin Fai Mak

NATURE PHYSICS (2024)

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A 28-Nm 8-Bit Floating-Point Tensor Core-Based Programmable CNN Training Processor with Dynamic Structured Sparsity

Shreyas Kolala Venkataramanaiah,Jian Meng,Han-Sok Suh,Injune Yeo,Jyotishman Saikia,Sai Kiran Cherupally,Yichi Zhang,Zhiru Zhang,Jae-Sun Seo

IEEE journal of solid-state circuitsno. 7 (2023): 1885-1897

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PokeBNN: A Binary Pursuit of Lightweight Accuracy

Yichi Zhang,Zhiru Zhang,Lukasz Lew

CVPR（2022）

Cited25Views0EIWOSBibtex

Understanding Hyperdimensional Computing for Parallel Single-Pass Learning

Tao Yu,Yichi Zhang,Zhiru Zhang,Christopher De Sa

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35, NEURIPS 2022（2022）

Cited13Views0Bibtex

BulletTrain: Accelerating Robust Neural Network Training Via Boundary Example Mining

Weizhe Hua,Yichi Zhang,Chuan Guo,Zhiru Zhang,G. Edward Suh

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 34 (NEURIPS 2021)（2021）

Cited11Views0Bibtex

FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations

Yichi Zhang,Junhao Pan,Xinheng Liu,Hongzheng Chen,Deming Chen,Zhiru Zhang

arXiv (Cornell University)（2020）

Cited72Views0EIBibtex

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Ph.D

Papers共 11 篇Author StatisticsCo-AuthorSimilar Experts