Yiyu Shi

Yiyu Shi

University of Notre Dame

H-index: 39

North America-United States

About Yiyu Shi

Yiyu Shi, With an exceptional h-index of 39 and a recent h-index of 32 (since 2020), a distinguished researcher at University of Notre Dame, specializes in the field of Design automation, deep learning acceleration, on-device AI, AI for healthcare.

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

Predicting 5-year recurrence risk in colorectal cancer: development and validation of a histology-based deep learning approach

Graph Learning for Parameter Prediction of Quantum Approximate Optimization Algorithm

NAPA: intermediate-level variational native-pulse ansatz for variational quantum algorithms

Toward Fairness via Maximum Mean Discrepancy Regularization on Logits Space

Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring

Achieve Fairness without Demographics for Dermatological Disease Diagnosis

EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMs

SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration

Yiyu Shi Information

University

Position

___

Citations(all)

6506

Citations(since 2020)

5018

Cited By

2825

hIndex(all)

39

hIndex(since 2020)

32

i10Index(all)

146

i10Index(since 2020)

101

Email

University Profile Page

University of Notre Dame

Google Scholar

View Google Scholar Profile

Yiyu Shi Skills & Research Interests

Design automation

deep learning acceleration

on-device AI

AI for healthcare

Top articles of Yiyu Shi

Title

Journal

Author(s)

Publication Date

Predicting 5-year recurrence risk in colorectal cancer: development and validation of a histology-based deep learning approach

British Journal of Cancer

Han Xiao

Zongpeng Weng

Kaiyu Sun

Jingxian Shen

Jie Lin

...

2024/1/20

Graph Learning for Parameter Prediction of Quantum Approximate Optimization Algorithm

arXiv preprint arXiv:2403.03310

Zhiding Liang

Gang Liu

Zheyuan Liu

Jinglei Cheng

Tianyi Hao

...

2024/3/5

NAPA: intermediate-level variational native-pulse ansatz for variational quantum algorithms

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

Zhiding Liang

Jinglei Cheng

Hang Ren

Hanrui Wang

Fei Hua

...

2024/1/17

Toward Fairness via Maximum Mean Discrepancy Regularization on Logits Space

arXiv preprint arXiv:2402.13061

Hao-Wei Chung

Ching-Hao Chiu

Yu-Jen Chen

Yiyu Shi

Tsung-Yi Ho

2024/2/20

Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring

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

Zhenge Jia

Tianren Zhou

Zheyu Yan

Jingtong Hu

Yiyu Shi

2024/4/15

Achieve Fairness without Demographics for Dermatological Disease Diagnosis

arXiv preprint arXiv:2401.08066

Ching-Hao Chiu

Yu-Jen Chen

Yawen Wu

Yiyu Shi

Tsung-Yi Ho

2024/1/16

EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMs

arXiv preprint arXiv:2402.12419

Song Guo

Fan Wu

Lei Zhang

Xiawu Zheng

Shengchuan Zhang

...

2024/2/19

SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration

Jinming Zhuang

Zhuoping Yang

Shixin Ji

Heng Huang

Alex K Jones

...

2024/4/1

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

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 compute-in-memory annealer for combinatorial optimization problems

Nature Communications

Xunzhao Yin

Yu Qian

Alptekin Vardar

Marcel Günther

Franz Müller

...

2024/3/18

Anniversary AI reflections

Nature Machine Intelligence

Noelia Ferruz

Marinka Zitnik

Pierre-Yves Oudeyer

Emmie Hine

Nandana Sengupta

...

2024/1

FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models

arXiv preprint arXiv:2402.06696

Ruiyang Qin

Yuting Hu

Zheyu Yan

Jinjun Xiong

Ahmed Abbasi

...

2024/2/9

Towards Data-center Level Carbon Modeling and Optimization for Deep Learning Inference

arXiv preprint arXiv:2403.04976

Shixin Ji

Zhuoping Yang

Xingzhen Chen

Jingtong Hu

Yiyu Shi

...

2024/3/8

Tinyml design contest for life-threatening ventricular arrhythmia detection

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

Zhenge Jia

Dawei Li

Cong Liu

Liqi Liao

Xiaowei Xu

...

2023/8/29

Addressing Inter-Intra Patient Variability via Personalized Meta-Federated Learning in IoT-Enabled Health Monitoring

Zhenge Jia

Yiyu Shi

2023/6/21

Hybrid gate-pulse model for variational quantum algorithms

Zhiding Liang

Zhixin Song

Jinglei Cheng

Zichang He

Ji Liu

...

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

Toward Fairness Through Fair Multi-Exit Framework for Dermatological Disease Diagnosis

Ching-Hao Chiu

Hao-Wei Chung

Yu-Jen Chen

Yiyu Shi

Tsung-Yi Ho

2023/10/1

SpacePulse: Combining Parameterized Pulses and Contextual Subspace for More Practical VQE

arXiv preprint arXiv:2311.17423

Zhiding Liang

Zhixin Song

Jinglei Cheng

Hang Ren

Tianyi Hao

...

2023/11/29

See List of Professors in Yiyu Shi University(University of Notre Dame)

Co-Authors

H-index: 59
Xiaobo Sharon Hu

Xiaobo Sharon Hu

University of Notre Dame

H-index: 56
Lei He

Lei He

University of California, Los Angeles

H-index: 37
Ulf Schlichtmann

Ulf Schlichtmann

Technische Universität München

H-index: 35
Jingtong Hu

Jingtong Hu

University of Pittsburgh

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