Hadi Esmaeilzadeh

Hadi Esmaeilzadeh

University of California, San Diego

H-index: 40

North America-United States

Contact Hadi Esmaeilzadeh

About Hadi Esmaeilzadeh

Hadi Esmaeilzadeh, With an exceptional h-index of 40 and a recent h-index of 33 (since 2020), a distinguished researcher at University of California, San Diego, specializes in the field of Computer Architecture, Machine Learning, VLSI, Approximate Computing, Dark Silicon.

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

Tandem processor: Grappling with emerging operators in neural networks

Data motion acceleration: Chaining cross-domain multi accelerators

An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators

Performance Analysis of DNN Inference/Training with Convolution and non-Convolution Operations

MESA: Microarchitecture Extensions for Spatial Architecture Generation

Domain-specific computational storage for serverless computing

Methods and systems for integrating machine learning/analytics accelerators and relational database systems

Methods of providing data privacy for neural network based inference

Hadi Esmaeilzadeh Information

University	University of California, San Diego
Position	Associate Professor; Computer Science and Engineering;
Citations(all)	11165
Citations(since 2020)	5896
Cited By	7937
hIndex(all)	40
hIndex(since 2020)	33
i10Index(all)	75
i10Index(since 2020)	61
Email	Access Email
University Profile Page	University of California, San Diego
Google Scholar	View Google Scholar Profile

Hadi Esmaeilzadeh Skills & Research Interests

Computer Architecture

Machine Learning

VLSI

Approximate Computing

Dark Silicon

Top articles of Hadi Esmaeilzadeh

Tandem processor: Grappling with emerging operators in neural networks

2024/4/27

Soroush Ghodrati

H-Index: 3

Hanyang Xu

H-Index: 9

Byung Hoon Ahn

H-Index: 2

Dong Kai Wang

H-Index: 1

Jongse Park

H-Index: 15

Nam Sung Kim

H-Index: 35

Hadi Esmaeilzadeh

H-Index: 31

Data motion acceleration: Chaining cross-domain multi accelerators

2024/3/2

Shu-Ting Wang

H-Index: 4

Hanyang Xu

H-Index: 9

Byung Hoon Ahn

H-Index: 2

Soroush Ghodrati

H-Index: 3

Hadi Esmaeilzadeh

H-Index: 31

An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators

arXiv preprint arXiv:2308.12120

2023/8/23

Hadi Esmaeilzadeh

H-Index: 31

Soroush Ghodrati

H-Index: 3

Joon Kyung Kim

H-Index: 5

Susmita Dey Manasi

H-Index: 2

Sachin Sapatnekar

H-Index: 30

Ziqing Zeng

H-Index: 3

Performance Analysis of DNN Inference/Training with Convolution and non-Convolution Operations

arXiv preprint arXiv:2306.16767

2023/6/29

Hadi Esmaeilzadeh

H-Index: 31

Soroush Ghodrati

H-Index: 3

Susmita Dey Manasi

H-Index: 2

MESA: Microarchitecture Extensions for Spatial Architecture Generation

2023/6/17

Dong Kai Wang

H-Index: 1

Soroush Ghodrati

H-Index: 3

Hadi Esmaeilzadeh

H-Index: 31

Nam Sung Kim

H-Index: 35

Domain-specific computational storage for serverless computing

arXiv preprint arXiv:2303.03483

2023/3/6

Soroush Ghodrati

H-Index: 3

Byung Hoon Ahn

H-Index: 2

Shu-Ting Wang

H-Index: 4

Hanyang Xu

H-Index: 9

Hadi Esmaeilzadeh

H-Index: 31

Methods and systems for integrating machine learning/analytics accelerators and relational database systems

2023/2/23

Methods of providing data privacy for neural network based inference

2023/11/16

Restoring the Broken Covenant Between Compilers and Deep Learning Accelerators

arXiv preprint arXiv:2310.17912

2023/10/27

Soroush Ghodrati

H-Index: 3

Byung Hoon Ahn

H-Index: 2

Xiaolong Li

H-Index: 2

Janarbek Matai

H-Index: 11

Liang Zhang

H-Index: 3

Hadi Esmaeilzadeh

H-Index: 31

Mixed-signal acceleration of deep neural networks

2022/11/3

Conscious empathic AI in service

Journal of Service Research

2022/11

Hadi Esmaeilzadeh

H-Index: 31

Reza Vaezi

H-Index: 5

Accelerating Federated Learning Through Attention on Local Model Updates

2022/10/21

Byung Hoon Ahn

H-Index: 2

Hadi Esmaeilzadeh

H-Index: 31

Physically accurate learning-based performance prediction of hardware-accelerated ml algorithms

2022/9/12

Hadi Esmaeilzadeh

H-Index: 31

Soroush Ghodrati

H-Index: 3

Joon Kyung Kim

H-Index: 5

Susmita Dey Manasi

H-Index: 2

Ziqing Zeng

H-Index: 3

Yin-Yang: Programming abstractions for cross-domain multi-acceleration

IEEE micro

2022/8/1

Joon Kyung Kim

H-Index: 5

Byung Hoon Ahn

H-Index: 2

Soroush Ghodrati

H-Index: 3

Shu-Ting Wang

H-Index: 4

Babak Mahmoudi

H-Index: 11

Jongse Park

H-Index: 15

Hadi Esmaeilzadeh

H-Index: 31

Glimpse: mathematical embedding of hardware specification for neural compilation

2022/7/10

Byung Hoon Ahn

H-Index: 2

Hadi Esmaeilzadeh

H-Index: 31

Accelerating attention through gradient-based learned runtime pruning

2022/6/18

Zheng Li

H-Index: 11

Soroush Ghodrati

H-Index: 3

Hadi Esmaeilzadeh

H-Index: 31

Mingu Kang

H-Index: 3

Exploring Efficient ML-based Scheduler for Microservices in Heterogenous Clusters

2022/5/6

Byung Hoon Ahn

H-Index: 2

Shu-Ting Wang

H-Index: 4

Hanyang Xu

H-Index: 9

Hadi Esmaeilzadeh

H-Index: 31

In-Memory Near-Data Approximate Acceleration

2021/12/9

Faststereonet: A fast neural architecture search for improving the inference of disparity estimation on resource-limited platforms

IEEE Transactions on Systems, Man, and Cybernetics: Systems

2021/11/9

Mohammad Loni

H-Index: 6

Ali Zoljodi

H-Index: 2

Byung Hoon Ahn

H-Index: 2

Masoud Daneshtalab

H-Index: 19

Mikael Sjödin

H-Index: 17

Hadi Esmaeilzadeh

H-Index: 31

Neuroweaver: a platform for designing intelligent closed-loop neuromodulation systems

Brain Stimulation: Basic, Translational, and Clinical Research in Neuromodulation

2021/11/1

Joon Kyung Kim

H-Index: 5

Hadi Esmaeilzadeh

H-Index: 31

Babak Mahmoudi

H-Index: 11

See List of Professors in Hadi Esmaeilzadeh University(University of California, San Diego)

Co-Authors

H-index: 62

Luis Ceze — Luis Ceze
University of Washington

Visit Luis Ceze Page

H-index: 51

Scott Hauck — Scott Hauck
University of Washington

Visit Scott Hauck Page

H-index: 43

Karthikeyan Sankaralingam — Karthikeyan Sankaralingam
University of Wisconsin-Madison

Visit Karthikeyan Sankaralingam Page

H-index: 23

Joo-Young Kim — Joo-Young Kim
KAIST

Visit Joo-Young Kim Page

H-index: 22

Adrian Sampson — Adrian Sampson
Cornell University

Visit Adrian Sampson Page

H-index: 18

Jongse Park — Jongse Park
KAIST

Visit Jongse Park Page

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