Yiran Chen

Yiran Chen

Duke University

H-index: 83

North America-United States

About Yiran Chen

Yiran Chen, With an exceptional h-index of 83 and a recent h-index of 65 (since 2020), a distinguished researcher at Duke University, specializes in the field of Memory, neuromorphic, machine learning acceleration, federated learning.

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

Athena–The NSF AI Institute for Edge Computing

An Interview With Dr. Nicky Lu [Interview]

NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models

Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function

ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM

Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers

Tunable Hybrid Proposal Networks for the Open World

Peeking Behind the Curtains of Residual Learning

Yiran Chen Information

University

Position

Professor Electrical and Computer Engineering

Citations(all)

28934

Citations(since 2020)

19777

Cited By

16638

hIndex(all)

83

hIndex(since 2020)

65

i10Index(all)

390

i10Index(since 2020)

290

Email

University Profile Page

Duke University

Google Scholar

View Google Scholar Profile

Yiran Chen Skills & Research Interests

Memory

neuromorphic

machine learning acceleration

federated learning

Top articles of Yiran Chen

Title

Journal

Author(s)

Publication Date

Athena–The NSF AI Institute for Edge Computing

AI Magazine

Yiran Chen

Suman Banerjee

Shaundra Daily

Jeffery Krolik

Hai Li

...

2024/2

An Interview With Dr. Nicky Lu [Interview]

IEEE Circuits and Systems Magazine

Fan Chen

Yiran Chen

2024/3/5

NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models

IEEE Transactions on Computers

Shiyu Li

Yitu Wang

Edward Hanson

Andrew Chang

Yang Seok Ki

...

2024/2/16

Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function

Binghui Wang

Minhua Lin

Tianxiang Zhou

Pan Zhou

Ang Li

...

2024/3/4

ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM

arXiv preprint arXiv:2402.14152

Jonathan Ku

Junyao Zhang

Haoxuan Shan

Saichand Samudrala

Jiawen Wu

...

2024/2/21

Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers

arXiv preprint arXiv:2401.17450

Junyao Zhang

Hanrui Wang

Qi Ding

Jiaqi Gu

Reouven Assouly

...

2024/1/30

Tunable Hybrid Proposal Networks for the Open World

Matthew Inkawhich

Nathan Inkawhich

Hai Li

Yiran Chen

2024

Peeking Behind the Curtains of Residual Learning

arXiv preprint arXiv:2402.08645

Tunhou Zhang

Feng Yan

Hai Li

Yiran Chen

2024/2/13

CSCO: Connectivity Search of Convolutional Operators

arXiv preprint arXiv:2404.17152

Tunhou Zhang

Shiyu Li

Hsin-Pai Cheng

Feng Yan

Hai Li

...

2024/4/26

Group Distributionally Robust Dataset Distillation with Risk Minimization

arXiv preprint arXiv:2402.04676

Saeed Vahidian*

Mingyu Wang*

Jianyang Gu*

Vyacheslav Kungurtsev

Wei Jiang

...

2024/2/7

Towards building the federatedGPT: Federated instruction tuning

Jianyi Zhang

Saeed Vahidian

Martin Kuo

Chunyuan Li

Ruiyi Zhang

...

2024/4/14

Spikesen: Low-latency in-sensor-intelligence design with neuromorphic spiking neurons

IEEE Transactions on Circuits and Systems II: Express Briefs

Ziru Li

Qilin Zheng

Yiran Chen

Hai Li

2023/1/10

Designing efficient bit-level sparsity-tolerant memristive networks

IEEE Transactions on Neural Networks and Learning Systems

Bo Lyu

Shiping Wen

Yin Yang

Xiaojun Chang

Junwei Sun

...

2023/3/17

EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research

arXiv preprint arXiv:2312.01674

Jingyu Pan

Chen-Chia Chang

Zhiyao Xie

Yiran Chen

2023/12/4

PANDA: Architecture-level power evaluation by unifying analytical and machine learning solutions

Qijun Zhang

Shiyu Li

Guanglei Zhou

Jingyu Pan

Chen-Chia Chang

...

2023/10/28

DistDNAS: Search Efficient Feature Interactions within 2 Hours

arXiv preprint arXiv:2311.00231

Tunhou Zhang

Wei Wen

Igor Fedorov

Xi Liu

Buyun Zhang

...

2023/11/1

Fine-grain inference on out-of-distribution data with hierarchical classification

Randolph Linderman

Jingyang Zhang

Nathan Inkawhich

Hai Li

Yiran Chen

2023/11/20

Pids: Joint point interaction-dimension search for 3d point cloud

Tunhou Zhang

Mingyuan Ma

Feng Yan

Hai Li

Yiran Chen

2023

LISSNAS: locality-based iterative search space shrinkage for neural architecture search

arXiv preprint arXiv:2307.03110

Bhavna Gopal

Arjun Sridhar

Tunhou Zhang

Yiran Chen

2023/7/6

EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference

ACM Transactions on Embedded Computing Systems

Yitu Wang

Shiyu Li

Qilin Zheng

Andrew Chang

Hai Li

...

2023/9/9

See List of Professors in Yiran Chen University(Duke University)

Co-Authors

H-index: 100
Yuan Xie

Yuan Xie

University of California, Santa Barbara

H-index: 64
Yu Wang (汪玉)

Yu Wang (汪玉)

Tsinghua University

H-index: 41
Guangyu Sun

Guangyu Sun

Peking University

H-index: 29
chai xiuli(柴秀丽)

chai xiuli(柴秀丽)

Henan University

H-index: 23
Xiang 'Shawn' Chen

Xiang 'Shawn' Chen

George Mason University

H-index: 22
Feng Yan

Feng Yan

University of Nevada, Reno

academic-engine