Xiaobo Sharon Hu

Xiaobo Sharon Hu

University of Notre Dame

H-index: 59

North America-United States

About Xiaobo Sharon Hu

Xiaobo Sharon Hu, With an exceptional h-index of 59 and a recent h-index of 39 (since 2020), a distinguished researcher at University of Notre Dame, specializes in the field of Power and reliability aware system-level design, Circuit and architecture design for beyond-CMOS devices, Algorithm and hardware.

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

A Computing-in-Memory-based One-Class Hyperdimensional Computing Model for Outlier Detection

A New Secure Memory System for Efficient Data Protection and Access Pattern Obfuscation

Compute-in-Memory based Neural Network Accelerators for Safety-Critical Systems: Worst-Case Scenarios and Protections

Ferroelectric FET-based context-switching FPGA enabling dynamic reconfiguration for adaptive deep learning machines

C4CAM: A Compiler for CAM-based In-memory Accelerators

Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search

CAMASim: A Comprehensive Simulation Framework for Content-Addressable Memory based Accelerators

U-SWIM: Universal Selective Write-Verify for Computing-in-Memory Neural Accelerators

Xiaobo Sharon Hu Information

University

Position

Department of Computer Science and Engineering

Citations(all)

13012

Citations(since 2020)

6055

Cited By

8861

hIndex(all)

59

hIndex(since 2020)

39

i10Index(all)

258

i10Index(since 2020)

137

Email

University Profile Page

University of Notre Dame

Google Scholar

View Google Scholar Profile

Xiaobo Sharon Hu Skills & Research Interests

Power and reliability aware system-level design

Circuit and architecture design for beyond-CMOS devices

Algorithm and hardware

Top articles of Xiaobo Sharon Hu

Title

Journal

Author(s)

Publication Date

A Computing-in-Memory-based One-Class Hyperdimensional Computing Model for Outlier Detection

IEEE Transactions on Computers

Ruixuan Wang

Sabrina Hassan Moon

X Sharon Hu

Xun Jiao

Dayane Reis

2024/3/1

A New Secure Memory System for Efficient Data Protection and Access Pattern Obfuscation

arXiv preprint arXiv:2402.15824

Haoran Geng

Yuezhi Che

Aaron Dingler

Michael Niemier

Xiaobo Sharon Hu

2024/2/24

Compute-in-Memory based Neural Network Accelerators for Safety-Critical Systems: Worst-Case Scenarios and Protections

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

Zheyu Yan

Xiaobo Sharon Hu

Yiyu Shi

2024/2/14

Ferroelectric FET-based context-switching FPGA enabling dynamic reconfiguration for adaptive deep learning machines

Science Advances

Yixin Xu

Zijian Zhao

Yi Xiao

Tongguang Yu

Halid Mulaosmanovic

...

2024/1/17

C4CAM: A Compiler for CAM-based In-memory Accelerators

Hamid Farzaneh

Joao Paulo Cardoso De Lima

Mengyuan Li

Asif Ali Khan

Xiaobo Sharon Hu

...

2024/4/27

Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search

arXiv preprint arXiv:2401.07378

Guangyu Meng

Ruyu Zhou

Liu Liu

Peixian Liang

Fang Liu

...

2024/1/14

CAMASim: A Comprehensive Simulation Framework for Content-Addressable Memory based Accelerators

arXiv preprint arXiv:2403.03442

Mengyuan Li

Shiyi Liu

Mohammad Mehdi Sharifi

X Sharon Hu

2024/3/6

U-SWIM: Universal Selective Write-Verify for Computing-in-Memory Neural Accelerators

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

Zheyu Yan

Xiaobo Sharon Hu

Yiyu Shi

2024/1/11

Ppimce: An in-memory computing fabric for privacy preserving computing

arXiv preprint arXiv:2308.02648

Haoran Geng

Jianqiao Mo

Dayane Reis

Jonathan Takeshita

Taeho Jung

...

2023/8/4

Algorithm/Hardware Co-Design for Few-Shot Learning at the Edge

Ann Franchesca Laguna

Mohammed Mehdi Sharifi

Dayane Reis

Liu Liu

Andrew Hennessee

...

2023/10/28

Methods of operating a graphics processing unit (GPU) to train a deep neural network using a GPU local memory and related articles of manufacture

2023/3/7

Resource Virtualization with End-to-End Timing Guarantees for Multi-Hop Multi-Channel Real-Time Wireless Networks

Jiachen Wang

Tianyu Zhang

Xiaobo Sharon Hu

Song Han

2023/12/5

Negative Feedback Training: A Novel Concept to Improve Robustness of NVCiM DNN Accelerators

arXiv preprint arXiv:2305.14561

Yifan Qin

Zheyu Yan

Wujie Wen

Xiaobo Sharon Hu

Yiyu Shi

2023/5/23

Accelerating Finite-Field and Torus FHE via Compute-Enabled (S) RAM

IEEE Transactions on Computers

Jonathan Takeshita

Dayane Reis

Ting Gong

Michael Niemier

X Sharon Hu

...

2023/8/2

See-mcam: Scalable multi-bit fefet content addressable memories for energy efficient associative search

Shengxi Shou

Che-Kai Liu

Sanggeon Yun

Zishen Wan

Kai Ni

...

2023/10/28

ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference

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

Jing Gong

Hassaan Saadat

Hasindu Gamaarachchi

Haris Javaid

Xiaobo Sharon Hu

...

2023/3/6

Sky-TCAM: Low-Power Skyrmion-Based Ternary Content Addressable Memory

IEEE Transactions on Electron Devices

Ruifu Zhang

Chunli Tang

Xiaozhen Sun

Mengyuan Li

Wencan Jin

...

2023/5/18

Real-Time Flow Scheduling in Industrial 5G New Radio

Tianyu Zhang

Jiachen Wang

Xiaobo Sharon Hu

Song Han

2023/12/5

Compact and high-performance TCAM based on scaled double-gate FeFETs

Liu Liu

Shubham Kumar

Simon Thomann

Hussam Amrouch

Xiaobo Sharon Hu

2023/7/9

Improving realistic worst-case performance of nvcim dnn accelerators through training with right-censored gaussian noise

Zheyu Yan

Yifan Qin

Wujie Wen

Xiaobo Sharon Hu

Yiyu Shi

2023/10/28

See List of Professors in Xiaobo Sharon Hu University(University of Notre Dame)

Co-Authors

H-index: 59
Wolfgang Porod

Wolfgang Porod

University of Notre Dame

H-index: 51
Gary H. Bernstein

Gary H. Bernstein

University of Notre Dame

H-index: 41
Gyorgy Csaba

Gyorgy Csaba

Pázmány Péter Katolikus Egyetem

H-index: 41
Michael Niemier

Michael Niemier

University of Notre Dame

H-index: 40
Michael Lemmon

Michael Lemmon

University of Notre Dame

H-index: 39
Yiyu Shi

Yiyu Shi

University of Notre Dame

academic-engine