Yang Zhang

Yang Zhang

University of Notre Dame

H-index: 21

North America-United States

About Yang Zhang

Yang Zhang, With an exceptional h-index of 21 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Notre Dame, specializes in the field of Human-AI Interaction, Human-centered AI, Deep Learning, Estimation Theory.

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

Unsupervised Domain Adaptation Via Contrastive Adversarial Domain Mixup: A Case Study on COVID-19

Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation

Collabequality: A crowd-ai collaborative learning framework to address class-wise inequality in web-based disaster response

A Crowd–AI Collaborative Approach to Address Demographic Bias for Student Performance Prediction in Online Education

On adversarial robustness of demographic fairness in face attribute recognition

Contrastfaux: Sparse semi-supervised fauxtography detection on the web using multi-view contrastive learning

A crowd-AI dynamic neural network hyperparameter optimization approach for image-driven social sensing applications

On optimizing model generality in ai-based disaster damage assessment: A subjective logic-driven crowd-ai hybrid learning approach

Yang Zhang Information

University

Position

Ph.D. Candidate

Citations(all)

1295

Citations(since 2020)

1177

Cited By

509

hIndex(all)

21

hIndex(since 2020)

21

i10Index(all)

39

i10Index(since 2020)

37

Email

University Profile Page

University of Notre Dame

Google Scholar

View Google Scholar Profile

Yang Zhang Skills & Research Interests

Human-AI Interaction

Human-centered AI

Deep Learning

Estimation Theory

Top articles of Yang Zhang

Title

Journal

Author(s)

Publication Date

Unsupervised Domain Adaptation Via Contrastive Adversarial Domain Mixup: A Case Study on COVID-19

IEEE Transactions on Emerging Topics in Computing

Huimin Zeng

Zhenrui Yue

Lanyu Shang

Yang Zhang

Dong Wang

2024/1/26

Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation

arXiv preprint arXiv:2403.14952

Zhenrui Yue

Huimin Zeng

Yimeng Lu

Lanyu Shang

Yang Zhang

...

2024/3/22

Collabequality: A crowd-ai collaborative learning framework to address class-wise inequality in web-based disaster response

Yang Zhang

Lanyu Shang

Ruohan Zong

Huimin Zeng

Zhenrui Yue

...

2023/4/30

A Crowd–AI Collaborative Approach to Address Demographic Bias for Student Performance Prediction in Online Education

Ruohan Zong

Yang Zhang

Frank Stinar

Lanyu Shang

Huimin Zeng

...

2023/11/3

On adversarial robustness of demographic fairness in face attribute recognition

Huimin Zeng

Zhenrui Yue

Lanyu Shang

Yang Zhang

Dong Wang

2023/8/19

Contrastfaux: Sparse semi-supervised fauxtography detection on the web using multi-view contrastive learning

Ruohan Zong

Yang Zhang

Lanyu Shang

Dong Wang

2023/4/30

A crowd-AI dynamic neural network hyperparameter optimization approach for image-driven social sensing applications

Knowledge-Based Systems

Yang Zhang

Ruohan Zong

Lanyu Shang

Dong Wang

2023/10/25

On optimizing model generality in ai-based disaster damage assessment: A subjective logic-driven crowd-ai hybrid learning approach

IJCAI 2023

Yang Zhang

Z Ruohan

Lanyu Shang

Huimin Zeng

Zhenrui Yue

...

2023

Fairness-aware training of face attribute classifiers via adversarial robustness

Knowledge-Based Systems

Huimin Zeng

Zhenrui Yue

Ziyi Kou

Yang Zhang

Lanyu Shang

...

2023/3/15

A crowd-AI collaborative duo relational graph learning framework towards social impact aware photo classification

AAAI 2023

Yang Zhang

Ziyi Kou

Lanyu Shang

Huimin Zeng

Zhenrui Yue

...

2023/6/26

Manipulating out-domain uncertainty estimation in deep neural networks via targeted clean-label poisoning

Huimin Zeng

Zhenrui Yue

Yang Zhang

Lanyu Shang

Dong Wang

2023/10/21

Metaadapt: Domain adaptive few-shot misinformation detection via meta learning

Zhenrui Yue

Huimin Zeng

Yang Zhang

Lanyu Shang

Dong Wang

2023

Online Detection of Golden Circuit Cutting Points

Daniel T Chen

Ethan H Hansen

Xinpeng Li

Aaron Orenstein

Vinooth Kulkarni

...

2023/9/17

CrowdWaterSens: An uncertainty-aware crowdsensing approach to groundwater contamination estimation

Pervasive and Mobile Computing

Lanyu Shang

Yang Zhang

Quanhui Ye

Shannon L Speir

Brett W Peters

...

2023/5/1

A Crowdsourced Learning Framework to Optimize Cross-Event QoS in AI-powered Social Sensing

SECON 2023

Yang Zhang

Ruohan Zong

Lanyu Shang

Huimin Zeng

Zhenrui Yue

...

2023/9/11

A duo-generative approach to explainable multimodal covid-19 misinformation detection

Lanyu Shang

Ziyi Kou

Yang Zhang

Dong Wang

2022/4/25

Mitigating Demographic Bias of Federated Learning Models via Global Domain Smoothing

Huimin Zeng

Zhenrui Yue

Yang Zhang

Lanyu Shang

Ruohan Zong

...

2022/9/29

Crowd, Expert & AI: A Human-AI Interactive Approach Towards Natural Language Explanation Based COVID-19 Misinformation Detection.

Ziyi Kou

Lanyu Shang

Yang Zhang

Zhenrui Yue

Huimin Zeng

...

2022

Crowdnas: A crowd-guided neural architecture searching approach to disaster damage assessment

Proceedings of the ACM on Human-Computer Interaction

Yang Zhang

Ruohan Zong

Ziyi Kou

Lanyu Shang

Dong Wang

2022/11/11

On coupling classification and super-resolution in remote urban sensing: An integrated deep learning approach

IEEE Transactions on Geoscience and Remote Sensing

Yang Zhang

Ruohan Zong

Lanyu Shang

Dong Wang

2022/4/22

See List of Professors in Yang Zhang University(University of Notre Dame)

Co-Authors

H-index: 52
David Leake

David Leake

Indiana University Bloomington

H-index: 32
xiaohui cui

xiaohui cui

Wuhan University

H-index: 28
Xiaozhong Liu

Xiaozhong Liu

Indiana University Bloomington

H-index: 16
Hao Zheng

Hao Zheng

University of Notre Dame

H-index: 16
Jun Han

Jun Han

University of Notre Dame

H-index: 15
Md Tahmid Rashid

Md Tahmid Rashid

University of Notre Dame

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