Feng Zhang

Feng Zhang

Renmin University of China

H-index: 18

Asia-China

About Feng Zhang

Feng Zhang, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at Renmin University of China, specializes in the field of Heterogeneous Computing.

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

G-Learned Index: Enabling Efficient Learned Index on GPU

Data-Aware Adaptive Compression for Stream Processing

Efficient anomaly detection in property graphs

Optimizing dnns with partially equivalent transformations and automated corrections

Xorbits: Automating Operator Tiling for Distributed Data Science

EdgeNN: Efficient Neural Network Inference for CPU-GPU Integrated Edge Devices

Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms

Homomorphic Compression: Making Text Processing on Compression Unlimited

Feng Zhang Information

University

Position

___

Citations(all)

920

Citations(since 2020)

820

Cited By

192

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

29

i10Index(since 2020)

28

Email

University Profile Page

Renmin University of China

Google Scholar

View Google Scholar Profile

Feng Zhang Skills & Research Interests

Heterogeneous Computing

Top articles of Feng Zhang

Title

Journal

Author(s)

Publication Date

G-Learned Index: Enabling Efficient Learned Index on GPU

IEEE Transactions on Parallel and Distributed Systems

Jiesong Liu

Feng Zhang

Lv Lu

Chang Qi

Xiaoguang Guo

...

2024/4/2

Data-Aware Adaptive Compression for Stream Processing

IEEE Transactions on Knowledge and Data Engineering

Yu Zhang

Feng Zhang

Hourun Li

Shuhao Zhang

Xiaoguang Guo

...

2024/3/19

Efficient anomaly detection in property graphs

Jiamin Hou

Yuhong Lei

Zhe Peng

Wei Lu

Feng Zhang

...

2023/4/15

Optimizing dnns with partially equivalent transformations and automated corrections

IEEE Transactions on Computers

Haojie Wang

Jidong Zhai

Mingyu Gao

Feng Zhang

Tuowei Wang

...

2023/8/28

Xorbits: Automating Operator Tiling for Distributed Data Science

arXiv preprint arXiv:2401.00865

Weizheng Lu

Kaisheng He

Xuye Qin

Chengjie Li

Zhong Wang

...

2023/12/29

EdgeNN: Efficient Neural Network Inference for CPU-GPU Integrated Edge Devices

Chenyang Zhang

Feng Zhang

Kuangyu Chen

Mingjun Chen

Bingsheng He

...

2023/4/3

Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms

Feng Zhang

Jidong Zhai

Xipeng Shen

Onur Mutlu

Xiaoyong Du

2020/4/20

Homomorphic Compression: Making Text Processing on Compression Unlimited

Proceedings of the ACM on Management of Data

Jiawei Guan

Feng Zhang

Siqi Ma

Kuangyu Chen

Yihua Hu

...

2023/12/12

RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns

Zaifeng Pan

Zhen Zheng

Feng Zhang

Ruofan Wu

Hao Liang

...

2023/3/25

Compressed data direct computing for Chinese dataset on DCU

CCF Transactions on High Performance Computing

Yani Liu

Feng Zhang

Zaifeng Pan

Xiaoguang Guo

Yihua Hu

...

2023/5/30

Bladedisc: Optimizing dynamic shape machine learning workloads via compiler approach

Proceedings of the ACM on Management of Data

Zhen Zheng

Zaifeng Pan

Dalin Wang

Kai Zhu

Wenyi Zhao

...

2023/11/13

Space-efficient trec for enabling deep learning on microcontrollers

Jiesong Liu

Feng Zhang

Jiawei Guan

Hsin-Hsuan Sung

Xiaoguang Guo

...

2023/3/25

Compressgraph: Efficient parallel graph analytics with rule-based compression

Proceedings of the ACM on Management of Data

Zheng Chen

Feng Zhang

JiaWei Guan

Jidong Zhai

Xipeng Shen

...

2023/5/30

Compressed Data Direct Computing for Databases

IEEE Transactions on Knowledge and Data Engineering

Weitao Wan

Feng Zhang

Chenyang Zhang

Mingde Zhang

Jidong Zhai

...

2023/9/18

Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device

IEEE Transactions on Knowledge and Data Engineering

Feng Zhang

Ruofan Wu

Jiawei Guan

Zhen Zheng

Xiaoguang Guo

...

2023/4/21

Big data processing method based on direct computation of compressed data

2023/9/12

Leveraging code snippets to detect variations in the performance of HPC systems

IEEE Transactions on Parallel and Distributed Systems

Jidong Zhai

Liyan Zheng

Jinghan Sun

Feng Zhang

Xiongchao Tang

...

2022/3/15

An In-depth Analysis of Subflow Degradation for Multi-path TCP on High Speed Rails

Tong Li

Li Li

Xiangxiang Wang

Xu Zhang

Feng Zhang

...

2022/6/14

An adaptive elastic multi-model big data analysis and information extraction system

Data Science and Engineering

Qiang Yin

Jianhua Wang

Sheng Du

Jianquan Leng

Jintao Li

...

2022/12

跨域数据管理的内涵与挑战

中国计算机学会通讯

柴云鹏, 李彤, 范举, 卢卫, 张峰, 杜小勇

2022

See List of Professors in Feng Zhang University(Renmin University of China)

Co-Authors

H-index: 61
Bingsheng He, 何丙胜

Bingsheng He, 何丙胜

National University of Singapore

H-index: 39
Xipeng Shen

Xipeng Shen

North Carolina State University

H-index: 28
Mauricio Breternitz Jr.

Mauricio Breternitz Jr.

Instituto Universitário de Lisboa

H-index: 28
Jidong Zhai

Jidong Zhai

Tsinghua University

H-index: 19
Bo Wu

Bo Wu

Colorado School of Mines

H-index: 14
Shuhao Zhang

Shuhao Zhang

Singapore University of Technology and Design

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