Yuan Xie

Yuan Xie

University of California, Santa Barbara

H-index: 100

North America-United States

About Yuan Xie

Yuan Xie, With an exceptional h-index of 100 and a recent h-index of 71 (since 2020), a distinguished researcher at University of California, Santa Barbara, specializes in the field of Computer Architecture, VLSI, EDA, CAD, Embedded Systems.

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

BIMBot for Autonomous Laser Scanning in Built Environments

Designing an Educational Metaverse: A Case Study of NTUniverse

Method and device for matrix multiplication optimization using vector registers

Dynamic image super-resolution via progressive contrastive self-distillation

Method and device for reducing a size of a neural network model

PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection

A Convolutional Neural Network-Based Auto-Segmentation Pipeline for Breast Cancer Imaging

Cross-modal Recipe Retrieval with Fine-grained Prompting Alignment and Evidential Semantic Consistency

Yuan Xie Information

University

Position

Professor of

Citations(all)

40001

Citations(since 2020)

22141

Cited By

24677

hIndex(all)

100

hIndex(since 2020)

71

i10Index(all)

515

i10Index(since 2020)

354

Email

University Profile Page

University of California, Santa Barbara

Google Scholar

View Google Scholar Profile

Yuan Xie Skills & Research Interests

Computer Architecture

VLSI

EDA

CAD

Embedded Systems

Top articles of Yuan Xie

Title

Journal

Author(s)

Publication Date

BIMBot for Autonomous Laser Scanning in Built Environments

Robotics

Nanying Liang

Yu Pin Ang

Kaiyun Yeo

Xiao Wu

Yuan Xie

...

2024/1/26

Designing an Educational Metaverse: A Case Study of NTUniverse

Applied Sciences

Jing Kai Sim

Kaichao William Xu

Yuyang Jin

Zhi Yu Lee

Yi Jie Teo

...

2024/3/19

Method and device for matrix multiplication optimization using vector registers

2024/3/5

Dynamic image super-resolution via progressive contrastive self-distillation

Pattern Recognition

Zhizhong Zhang

Yuan Xie

Chong Zhang

Yanbo Wang

Yanyun Qu

...

2024/4/19

Method and device for reducing a size of a neural network model

2024/2/27

PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection

arXiv preprint arXiv:2404.05231

Xiaofan Li

Zhizhong Zhang

Xin Tan

Chengwei Chen

Yanyun Qu

...

2024/4/8

A Convolutional Neural Network-Based Auto-Segmentation Pipeline for Breast Cancer Imaging

Mathematics

Lucas Jian Hoong Leow

Abu Bakr Azam

Hong Qi Tan

Wen Long Nei

Qi Cao

...

2024/2/19

Cross-modal Recipe Retrieval with Fine-grained Prompting Alignment and Evidential Semantic Consistency

IEEE Transactions on Multimedia

Xu Huang

Jin Liu

Zhizhong Zhang

Yuan Xie

Yongqiang Tang

...

2024/4/5

Systems and methods for accelerating sparse neural network execution

2024/2/13

Methods and systems for managing an accelerator's primary storage unit

2024/4/2

Mnsim 2.0: A behavior-level modeling tool for processing-in-memory architectures

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

Zhenhua Zhu

Hanbo Sun

Tongxin Xie

Yu Zhu

Guohao Dai

...

2023/3/2

HBP: Hierarchically Balanced Pruning and Accelerator Co-Design for Efficient DNN Inference

Ao Ren

Yuhao Wang

Tao Zhang

Jiaxing Shi

Duo Liu

...

2023/7/9

Memory system with region-specific memory access scheduling

2023/5/11

Systems and methods for providing block-wise sparsity in a neural network

2023/9/12

RM-STC: Row-Merge Dataflow Inspired GPU Sparse Tensor Core for Energy-Efficient Sparse Acceleration

Guyue Huang

Zhengyang Wang

Po-An Tsai

Chen Zhang

Yufei Ding

...

2023/10/28

Predicting the Output Structure of Sparse Matrix Multiplication with Sampled Compression Ratio

Zhaoyang Du

Yijin Guan

Tianchan Guan

Dimin Niu

Nianxiong Tan

...

2023/1/10

Spg: Structure-private graph database via squeezepir

Proceedings of the VLDB Endowment

Ling Liang

Jilan Lin

Zheng Qu

Ishtiyaque Ahmad

Fengbin Tu

...

2023/3/1

CHAM: A Customized Homomorphic Encryption Accelerator for Fast Matrix-Vector Product

Xuanle Ren

Zhaohui Chen

Zhen Gu

Yanheng Lu

Ruiguang Zhong

...

2023/7/9

NPS: A Framework for Accurate Program Sampling Using Graph Neural Network

arXiv preprint arXiv:2304.08880

Yuanwei Fang

Zihao Liu

Yanheng Lu

Jiawei Liu

Jiajie Li

...

2023/4/18

MPU: Memory-centric SIMT Processor via In-DRAM Near-bank Computing

ACM Transactions on Architecture and Code Optimization

Xinfeng Xie

Peng Gu

Yufei Ding

Dimin Niu

Hongzhong Zheng

...

2023

See List of Professors in Yuan Xie University(University of California, Santa Barbara)

Co-Authors

H-index: 86
Vijaykrishnan Narayanan

Vijaykrishnan Narayanan

Penn State University

H-index: 83
Yiran Chen

Yiran Chen

Duke University

H-index: 78
Mahmut Kandemir

Mahmut Kandemir

Penn State University

H-index: 70
Mary Jane (Janie) Irwin

Mary Jane (Janie) Irwin

Penn State University

H-index: 64
Yu Wang (汪玉)

Yu Wang (汪玉)

Tsinghua University

H-index: 61
Huazhong Yang

Huazhong Yang

Tsinghua University

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