Pengju Ren

Pengju Ren

Xi'an Jiaotong University

H-index: 18

Asia-China

About Pengju Ren

Pengju Ren, With an exceptional h-index of 18 and a recent h-index of 15 (since 2020), a distinguished researcher at Xi'an Jiaotong University,

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

Differential-Matching Prefetcher for Indirect Memory Access

Large-scale data processing computer architecture

PrSpMV: An Efficient Predictable Kernel for SpMV

TAQ: Top-K Attention-Aware Quantization for Vision Transformers

Optimizing FPGA-Based DNN accelerator with shared exponential floating-point format

UCLF: An Uncertainty-Aware Cooperative Lane-Changing Framework for Connected Autonomous Vehicles in Mixed Traffic

HIPU: A Hybrid Intelligent Processing Unit With Fine-Grained ISA for Real-Time Deep Neural Network Inference Applications

A comprehensive performance model of sparse matrix-vector multiplication to guide kernel optimization

Pengju Ren Information

University

Position

Professor

Citations(all)

1403

Citations(since 2020)

1080

Cited By

563

hIndex(all)

18

hIndex(since 2020)

15

i10Index(all)

23

i10Index(since 2020)

17

Email

University Profile Page

Xi'an Jiaotong University

Google Scholar

View Google Scholar Profile

Top articles of Pengju Ren

Title

Journal

Author(s)

Publication Date

Differential-Matching Prefetcher for Indirect Memory Access

Gelin Fu

Tian Xia

Zhongpei Luo

Ruiyang Chen

Wenzhe Zhao

...

2024/3/2

Large-scale data processing computer architecture

2024/1/30

PrSpMV: An Efficient Predictable Kernel for SpMV

Gelin Fu

Tian Xia

Shaoru Qu

Zhongpei Luo

Shuyu Li

...

2023/11/6

TAQ: Top-K Attention-Aware Quantization for Vision Transformers

Lili Shi

Haiduo Huang

Bowei Song

Meng Tan

Wenzhe Zhao

...

2023/10/8

Optimizing FPGA-Based DNN accelerator with shared exponential floating-point format

IEEE Transactions on Circuits and Systems I: Regular Papers

Wenzhe Zhao

Qiwei Dang

Tian Xia

Jingming Zhang

Nanning Zheng

...

2023/8/15

UCLF: An Uncertainty-Aware Cooperative Lane-Changing Framework for Connected Autonomous Vehicles in Mixed Traffic

Yijun Mao

Yan Ding

Chongshan Jiao

Pengju Ren

2023/6/4

HIPU: A Hybrid Intelligent Processing Unit With Fine-Grained ISA for Real-Time Deep Neural Network Inference Applications

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Wenzhe Zhao

Guoming Yang

Tian Xia

Fei Chen

Nanning Zheng

...

2023/11/8

A comprehensive performance model of sparse matrix-vector multiplication to guide kernel optimization

IEEE Transactions on Parallel and Distributed Systems

Tian Xia

Gelin Fu

Chenyang Li

Zhongpei Luo

Lucheng Zhang

...

2022/11/28

MI2D: Accelerating Matrix Inversion with 2-Dimensional Tile Manipulations

Lingfeng Chen

Tian Xia

Wenzhe Zhao

Pengju Ren

2022/6/6

Computing architecture

2022/11/3

Adabin: Improving binary neural networks with adaptive binary sets

Zhijun Tu

Xinghao Chen

Pengju Ren

Yunhe Wang

2022/10/23

REMAP: A spatiotemporal CNN accelerator optimization methodology and toolkit thereof

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

Boran Zhao

Tian Xia

Haiming Zhai

Fulun Ma

Yan Du

...

2022/9/16

Error loss networks

IEEE Transactions on Neural Networks and Learning Systems

Badong Chen

Yunfei Zheng

Pengju Ren

2022/9/13

An energy-and-area-efficient cnn accelerator for universal powers-of-two quantization

IEEE Transactions on Circuits and Systems I: Regular Papers

Tian Xia

Boran Zhao

Jian Ma

Gelin Fu

Wenzhe Zhao

...

2022/12/27

Multifunctional data reorganization network

2022/6/30

CAQ: Context-aware quantization via reinforcement learning

Zhijun Tu

Jian Ma

Tian Xia

Wenzhe Zhao

Pengju Ren

...

2021/7/18

A lightweight sequence-based unsupervised loop closure detection

Fan Xiong

Yan Ding

Mingrui Yu

Wenzhe Zhao

Nanning Zheng

...

2021/7/18

ac2SLAM: FPGA Accelerated High-Accuracy SLAM with Heapsort and Parallel Keypoint Extractor

Cheng Wang

Yingkun Liu

Kedai Zuo

Jianming Tong

Yan Ding

...

2021/12/6

Perturbation of spike timing benefits neural network performance on similarity search

IEEE Transactions on Neural Networks and Learning Systems

Ziru Wang

Jiawen Liu

Yongqiang Ma

Badong Chen

Nanning Zheng

...

2021/2/19

SpV8: Pursuing optimal vectorization and regular computation pattern in SpMV

Chenyang Li

Tian Xia

Wenzhe Zhao

Nanning Zheng

Pengju Ren

2021/12/5

See List of Professors in Pengju Ren University(Xi'an Jiaotong University)

Co-Authors

H-index: 96
jose principe

jose principe

University of Florida

H-index: 57
Badong Chen

Badong Chen

Xi'an Jiaotong University

H-index: 44
Tong Zhang

Tong Zhang

Rensselaer Polytechnic Institute

H-index: 36
Christopher W. Fletcher

Christopher W. Fletcher

University of Illinois at Urbana-Champaign

H-index: 23
Omer Khan

Omer Khan

University of Connecticut

H-index: 16
Hongbin Sun

Hongbin Sun

Xi'an Jiaotong University

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