Weiwen Jiang

Weiwen Jiang

University of Notre Dame

H-index: 25

North America-United States

About Weiwen Jiang

Weiwen Jiang, With an exceptional h-index of 25 and a recent h-index of 24 (since 2020), a distinguished researcher at University of Notre Dame, specializes in the field of Quantum Machine Learning, HW/SW Co-Design, Embedded Systems, Neural Networks, FPGA.

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

PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud

QuApprox: A Framework for Benchmarking the Approximability of Variational Quantum Circuit

Hardware–Software Co-design of Deep Neural Architectures: From FPGAs and ASICs to Computing-in-Memories

VENUS: A Geometrical Representation for Quantum State Visualization

Muffin: A framework toward multi-dimension ai fairness by uniting off-the-shelf models

Towards Redefining the Reproducibility in Quantum Computing: A Data Analysis Approach on NISQ Devices

Toward fair and efficient hyperdimensional computing

Battle against fluctuating quantum noise: Compression-aided framework to enable robust quantum neural network

Weiwen Jiang Information

University

Position

___

Citations(all)

2071

Citations(since 2020)

1854

Cited By

612

hIndex(all)

25

hIndex(since 2020)

24

i10Index(all)

48

i10Index(since 2020)

43

Email

University Profile Page

University of Notre Dame

Google Scholar

View Google Scholar Profile

Weiwen Jiang Skills & Research Interests

Quantum Machine Learning

HW/SW Co-Design

Embedded Systems

Neural Networks

FPGA

Top articles of Weiwen Jiang

Title

Journal

Author(s)

Publication Date

PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud

arXiv preprint arXiv:2404.13475

Zhepeng Wang

Yi Sheng

Nirajan Koirala

Kanad Basu

Taeho Jung

...

2024/4/20

QuApprox: A Framework for Benchmarking the Approximability of Variational Quantum Circuit

arXiv preprint arXiv:2402.08261

Jinyang Li

Ang Li

Weiwen Jiang

2024/2/13

Hardware–Software Co-design of Deep Neural Architectures: From FPGAs and ASICs to Computing-in-Memories

Zheyu Yan

Qing Lu

Weiwen Jiang

Lei Yang

X Sharon Hu

...

2023/10/10

VENUS: A Geometrical Representation for Quantum State Visualization

Computer Graphics Forum

Shaolun Ruan

Ribo Yuan

Qiang Guan

Yanna Lin

Ying Mao

...

2023/6

Muffin: A framework toward multi-dimension ai fairness by uniting off-the-shelf models

Yi Sheng

Junhuan Yang

Lei Yang

Yiyu Shi

Jingtong Hu

...

2023/7/9

Towards Redefining the Reproducibility in Quantum Computing: A Data Analysis Approach on NISQ Devices

Priyabrata Senapati

Zhepeng Wang

Weiwen Jiang

Travis S Humble

Bo Fang

...

2023/9/17

Toward fair and efficient hyperdimensional computing

Yi Sheng

Junhuan Yang

Weiwen Jiang

Lei Yang

2023/1/16

Battle against fluctuating quantum noise: Compression-aided framework to enable robust quantum neural network

Zhirui Hu

Youzuo Lin

Qiang Guan

Weiwen Jiang

2023/7/9

Toward Consistent High-fidelity Quantum Learning on Unstable Devices via Efficient In-situ Calibration

Zhirui Hu

Robert Wolle

Mingzhen Tian

Qiang Guan

Travis Humble

...

2023/9/17

Quantization through search: A novel scheme to quantize convolutional neural networks in finite weight space

Qing Lu

Weiwen Jiang

Xiaowei Xu

Jingtong Hu

Yiyu Shi

2023/1/16

On-device unsupervised image segmentation

Junhuan Yang

Yi Sheng

Yuzhou Zhang

Weiwen Jiang

Lei Yang

2023/7/9

A novel spatial-temporal variational quantum circuit to enable deep learning on nisq devices

Jinyang Li

Zhepeng Wang

Zhirui Hu

Prasanna Date

Ang Li

...

2023/9/17

Qumos: A framework for preserving security of quantum machine learning model

Zhepeng Wang

Jinyang Li

Zhirui Hu

Blake Gage

Elizabeth Iwasawa

...

2023/9/17

Carbon Emissions of Quantum Circuit Simulation: More than You Would Think

arXiv preprint arXiv:2307.05510

Jinyang Li

Qiang Guan

Dingwen Tao

Weiwen Jiang

2023/7/4

QuGeo: An End-to-end Quantum Learning Framework for Geoscience--A Case Study on Full-Waveform Inversion

arXiv preprint arXiv:2311.12333

Weiwen Jiang

Youzuo Lin

2023/11/21

Edge-InversionNet: Enabling efficient inference of InversionNet on edge devices

Zhepeng Wang

Isaacshubhanand Putla

Weiwen Jiang

Youzuo Lin

2023/8/1

Automated architecture search for brain-inspired hyperdimensional computing

arXiv preprint arXiv:2202.05827

Junhuan Yang

Yi Sheng

Sizhe Zhang

Ruixuan Wang

Kenneth Foreman

...

2022/2/11

Variational quantum pulse learning

Zhiding Liang

Hanrui Wang

Jinglei Cheng

Yongshan Ding

Hang Ren

...

2022/9/18

Quantum neural network compression

Zhirui Hu

Peiyan Dong

Zhepeng Wang

Youzuo Lin

Yanzhi Wang

...

2022/10/30

Seismic waveform inversion capability on resource-constrained edge devices

Journal of Imaging

Daniel Manu

Petro Mushidi Tshakwanda

Youzuo Lin

Weiwen Jiang

Lei Yang

2022/11/22

See List of Professors in Weiwen Jiang University(University of Notre Dame)

Co-Authors

H-index: 74
Nikil Dutt

Nikil Dutt

University of California, Irvine

H-index: 59
Xiaobo Sharon Hu

Xiaobo Sharon Hu

University of Notre Dame

H-index: 39
Yiyu Shi

Yiyu Shi

University of Notre Dame

H-index: 35
Jingtong Hu

Jingtong Hu

University of Pittsburgh

H-index: 16
Lei Yang

Lei Yang

University of New Mexico

H-index: 12
Zhepeng Wang

Zhepeng Wang

University of Pittsburgh

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