Zeke Wang

Zeke Wang

Zhejiang University

H-index: 17

Asia-China

About Zeke Wang

Zeke Wang, With an exceptional h-index of 17 and a recent h-index of 16 (since 2020), a distinguished researcher at Zhejiang University, specializes in the field of Machine Learning Systems, SmartNIC, FPGA, GPU.

His recent articles reflect a diverse array of research interests and contributions to the field:

DeFT: Flash Tree-attention with IO-Awareness for Efficient Tree-search-based LLM Inference

Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU

Demystifying Datapath Accelerator Enhanced Off-path SmartNIC

Understanding Routable {PCIe} Performance for Composable Infrastructures

Legion: Automatically Pushing the Envelope of {Multi-GPU} System for {Billion-Scale}{GNN} Training

PyHGL: A Python-based Hardware Generation Language Framework

SSiMD: Supporting Six Signed Multiplications in a DSP Block for Low-Precision CNN on FPGAs

Mars: Exploiting multi-level parallelism for dnn workloads on adaptive multi-accelerator systems

Zeke Wang Information

University

Position

___

Citations(all)

1007

Citations(since 2020)

784

Cited By

514

hIndex(all)

17

hIndex(since 2020)

16

i10Index(all)

23

i10Index(since 2020)

22

Email

University Profile Page

Zhejiang University

Google Scholar

View Google Scholar Profile

Zeke Wang Skills & Research Interests

Machine Learning Systems

SmartNIC

FPGA

GPU

Top articles of Zeke Wang

Title

Journal

Author(s)

Publication Date

DeFT: Flash Tree-attention with IO-Awareness for Efficient Tree-search-based LLM Inference

arXiv preprint arXiv:2404.00242

Jinwei Yao

Kaiqi Chen

Kexun Zhang

Jiaxuan You

Binhang Yuan

...

2024/3/30

Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU

arXiv preprint arXiv:2403.06504

Changyue Liao

Mo Sun

Zihan Yang

Kaiqi Chen

Binhang Yuan

...

2024/3/11

Demystifying Datapath Accelerator Enhanced Off-path SmartNIC

arXiv preprint arXiv:2402.03041

Xuzheng Chen

Jie Zhang

Ting Fu

Yifan Shen

Shu Ma

...

2024/2/5

Understanding Routable {PCIe} Performance for Composable Infrastructures

Wentao Hou

Jie Zhang

Zeke Wang

Ming Liu

2024

Legion: Automatically Pushing the Envelope of {Multi-GPU} System for {Billion-Scale}{GNN} Training

Jie Sun

Li Su

Zuocheng Shi

Wenting Shen

Zeke Wang

...

2023

PyHGL: A Python-based Hardware Generation Language Framework

arXiv preprint arXiv:2309.04859

Jintao Sun

Zeke Wang

Tao Lu

Wenzhi Chen

2023/9/9

SSiMD: Supporting Six Signed Multiplications in a DSP Block for Low-Precision CNN on FPGAs

Qi Liu

Mo Sun

Jie Sun

Liqiang Lu

Jieru Zhao

...

2023/12/12

Mars: Exploiting multi-level parallelism for dnn workloads on adaptive multi-accelerator systems

Guan Shen

Jieru Zhao

Zeke Wang

Zhe Lin

Wenchao Ding

...

2023/7/9

BM-Store: A Transparent and High-performance Local Storage Architecture for Bare-metal Clouds Enabling Large-scale Deployment

Yiquan Chen

Jiexiong Xu

Chengkun Wei

Yijing Wang

Xin Yuan

...

2023

Critique of “productivity, Portability, Performance: Data-Centric Python” by SCC Team From Zhejiang University

IEEE Transactions on Parallel and Distributed Systems

Zihan Yang

Yi Chen

Kaiqi Chen

Xingjian Qian

Shaojun Xu

...

2023/11/17

Staleness-Reduction Mini-Batch -Means

IEEE Transactions on Neural Networks and Learning Systems

Xueying Zhu

Jie Sun

Zhenhao He

Jiantong Jiang

Zeke Wang

2023/6/16

SparseACC: A Generalized Linear Model Accelerator for Sparse Datasets

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Jie Zhang

Hongjing Huang

Jie Sun

Juan Gómez Luna

Onur Mutlu

...

2023/10/12

P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs

IEEE Transactions on Parallel and Distributed Systems

Hongjing Huang

Yingtao Li

Jie Sun

Xueying Zhu

Jie Zhang

...

2023/6/8

Helios: An Efficient Out-of-core GNN Training System on Terabyte-scale Graphs with In-memory Performance

arXiv preprint arXiv:2310.00837

Jie Sun

Mo Sun

Zheng Zhang

Jun Xie

Zuocheng Shi

...

2023/10/2

SmartDS: Middle-Tier-centric SmartNIC Enabling Application-aware Message Split for Disaggregated Block Storage

Jie Zhang

Hongjing Huang

Lingjun Zhu

Shu Ma

Dazhong Rong

...

2023/6/17

Achelous: Enabling Programmability, Elasticity, and Reliability in Hyperscale Cloud Networks

Chengkun Wei

Xing Li

Ye Yang

Xiaochong Jiang

Tianyu Xu

...

2023/9/10

Multi-objective Meta-return Reinforcement Learning for Sequential Recommendation

Yemin Yu

Kun Kuang

Jiangchao Yang

Zeke Wang

Kunyang Jia

...

2022/8/27

Terminator on SkyNet: a practical DVFS attack on DNN hardware IP for UAV object detection

Junge Xu

Bohan Xuan

Anlin Liu

Mo Sun

Fan Zhang

...

2022/7/10

Cuzk: Accelerating zero-knowledge proof with a faster parallel multi-scalar multiplication algorithm on gpus

Cryptology ePrint Archive

Tao Lu

Chengkun Wei

Ruijing Yu

Chaochao Chen

Wenjing Fang

...

2022

FpgaNIC: An FPGA-based Versatile 100Gb SmartNIC for GPUs

Zeke Wang

Hongjing Huang

Jie Zhang

Fei Wu

Gustavo Alonso

2022

See List of Professors in Zeke Wang University(Zhejiang University)

Co-Authors

H-index: 61
Bingsheng He, 何丙胜

Bingsheng He, 何丙胜

National University of Singapore

H-index: 37
Kenneth Salem

Kenneth Salem

University of Waterloo

H-index: 35
Carsten Binnig

Carsten Binnig

Technische Universität Darmstadt

H-index: 21
Tianzheng Wang

Tianzheng Wang

Simon Fraser University

H-index: 14
Shuhao Zhang

Shuhao Zhang

Singapore University of Technology and Design

H-index: 11
Kai Zhang

Kai Zhang

Fudan University

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