Yinan Yu

About Yinan Yu

Yinan Yu, With an exceptional h-index of 8 and a recent h-index of 5 (since 2020), a distinguished researcher at Chalmers tekniska högskola, specializes in the field of Machine Learning, Deep Learning, Signal Processing.

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

Scalability in Building Component Data Annotation: Enhancing Facade Material Classification with Synthetic Data

Domain Generalization through Meta-Learning: A Survey

climateBug: A Data-Driven Framework for Analyzing Bank Reporting Through a Climate Lens

AirDnD-Asynchronous In-Range Dynamic and Distributed Network Orchestration Framework

BAUFER: a baseline-enabled facial expression recognition pipeline trained with limited annotations

Building Efficient CNNs Using Depthwise Convolutional Eigen-Filters (DECEF)

Qually: A Quality Validation Toolbox for Automotive Perception Data Towards Trustworthy AI

A Pre-study on Data Processing Pipelines for Roadside Object Detection Systems Towards Safer Road Infrastructure

Yinan Yu Information

University

Position

___

Citations(all)

668

Citations(since 2020)

344

Cited By

467

hIndex(all)

8

hIndex(since 2020)

5

i10Index(all)

7

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Yinan Yu Skills & Research Interests

Machine Learning

Deep Learning

Signal Processing

Top articles of Yinan Yu

Scalability in Building Component Data Annotation: Enhancing Facade Material Classification with Synthetic Data

arXiv preprint arXiv:2404.08557

2024/4/12

Domain Generalization through Meta-Learning: A Survey

2024/4/3

Yinan Yu
Yinan Yu

H-Index: 7

Robert Feldt
Robert Feldt

H-Index: 31

climateBug: A Data-Driven Framework for Analyzing Bank Reporting Through a Climate Lens

Expert Systems with Applications

2024/4/1

Yinan Yu
Yinan Yu

H-Index: 7

Åsa Löfgren
Åsa Löfgren

H-Index: 18

AirDnD-Asynchronous In-Range Dynamic and Distributed Network Orchestration Framework

2023/7/18

Christian Berger
Christian Berger

H-Index: 19

Yinan Yu
Yinan Yu

H-Index: 7

BAUFER: a baseline-enabled facial expression recognition pipeline trained with limited annotations

2023/2/13

Yinan Yu
Yinan Yu

H-Index: 7

Building Efficient CNNs Using Depthwise Convolutional Eigen-Filters (DECEF)

arXiv preprint arXiv:1910.09359

2019/10/21

Yinan Yu
Yinan Yu

H-Index: 7

Tomas Mckelvey
Tomas Mckelvey

H-Index: 16

Qually: A Quality Validation Toolbox for Automotive Perception Data Towards Trustworthy AI

2022/8

Yinan Yu
Yinan Yu

H-Index: 7

A Pre-study on Data Processing Pipelines for Roadside Object Detection Systems Towards Safer Road Infrastructure

arXiv preprint arXiv:2205.01783

2022/4/17

Yinan Yu
Yinan Yu

H-Index: 7

Mapping Soil Depth in Sri Lanka Using Statistical and Machine Learning Models

Available at SSRN 4016391

2021/12/10

Yinan Yu
Yinan Yu

H-Index: 7

Safety-driven data labelling platform to enable safe and responsible AI

2021/10/31

Yinan Yu
Yinan Yu

H-Index: 7

AI-baserad segementering av fasader för att optimera renovering i en större skala

2021

See List of Professors in Yinan Yu University(Chalmers tekniska högskola)

Co-Authors

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