Yang Zhou

Yang Zhou

Auburn University

H-index: 27

North America-United States

About Yang Zhou

Yang Zhou, With an exceptional h-index of 27 and a recent h-index of 24 (since 2020), a distinguished researcher at Auburn University, specializes in the field of ML, AI, NLP, Security & Privacy & Fairness, Systems.

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

Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery

Fedasmu: Efficient asynchronous federated learning with dynamic staleness-aware model update

Efficient Enumeration of Large Maximal k-Plexes

Three-stage Transferable and Generative Crowdsourced Comment Integration Framework Based on Zero-and Few-shot Learning with Domain Distribution Alignment

Aedfl: efficient asynchronous decentralized federated learning with heterogeneous devices

A channel aggregation based dynamic pruning method in federated learning

Dimension-independent certified neural network watermarks via mollifier smoothing

Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation

Yang Zhou Information

University

Position

Assistant Professor

Citations(all)

3621

Citations(since 2020)

2150

Cited By

10595

hIndex(all)

27

hIndex(since 2020)

24

i10Index(all)

67

i10Index(since 2020)

64

Email

University Profile Page

Auburn University

Google Scholar

View Google Scholar Profile

Yang Zhou Skills & Research Interests

ML

AI

NLP

Security & Privacy & Fairness

Systems

Top articles of Yang Zhou

Title

Journal

Author(s)

Publication Date

Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery

Proceedings of the AAAI Conference on Artificial Intelligence

Zelin Xu

Tingsong Xiao

Wenchong He

Yu Wang

Zhe Jiang

...

2024/3/24

Fedasmu: Efficient asynchronous federated learning with dynamic staleness-aware model update

Proceedings of the AAAI Conference on Artificial Intelligence

Ji Liu

Juncheng Jia

Tianshi Che

Chao Huo

Jiaxiang Ren

...

2024/3/24

Efficient Enumeration of Large Maximal k-Plexes

arXiv preprint arXiv:2402.13008

Qihao Cheng

Da Yan

Tianhao Wu

Lyuheng Yuan

Ji Cheng

...

2024/2/20

Three-stage Transferable and Generative Crowdsourced Comment Integration Framework Based on Zero-and Few-shot Learning with Domain Distribution Alignment

ACM Transactions on Knowledge Discovery from Data

Huan Rong

Xin Yu

Tinghuai Ma

Victor S Sheng

Yang Zhou

...

2024/1/12

Aedfl: efficient asynchronous decentralized federated learning with heterogeneous devices

Ji Liu

Tianshi Che

Yang Zhou

Ruoming Jin

Huaiyu Dai

...

2024

A channel aggregation based dynamic pruning method in federated learning

Zhuo Chen

Xiaoxiang Tan

Zhiyuan Zhou

Yang Zhou

2023/12/4

Dimension-independent certified neural network watermarks via mollifier smoothing

Jiaxiang Ren

Yang Zhou

Jiayin Jin

Lingjuan Lyu

Da Yan

2023/7/3

Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation

Sixing Wu

Jiong Yu

Tianshi Che

Yang Zhou

Wei Zhou

2023/12

Multi-Job Intelligent Scheduling With Cross-Device Federated Learning

IEEE Transactions on Parallel and Distributed Systems

Ji Liu

Juncheng Jia

Beichen Ma

Chendi Zhou

Jingbo Zhou

...

2022/11/28

Methods For AI-Enabled Water Treatment

Da Yan

Robert Peters

Yang Zhou

Mohamed Mostafa

2023/11/9

Electrode: Accelerating Distributed Protocols with {eBPF}

Yang Zhou

Zezhou Wang

Sowmya Dharanipragada

Minlan Yu

2023

Federated learning of large language models with parameter-efficient prompt tuning and adaptive optimization

arXiv preprint arXiv:2310.15080

Tianshi Che

Ji Liu

Yang Zhou

Jiaxiang Ren

Jiwen Zhou

...

2023/10/23

A hierarchical federated learning model with adaptive model parameter aggregation

Computer Science and Information Systems

Zhuo Chen

Chuan Zhou

Yang Zhou

2023

International Workshop on Federated Learning for Distributed Data Mining

Junyuan Hong

Zhuangdi Zhu

Lingjuan Lyu

Yang Zhou

Vishnu Naresh Boddeti

...

2023/8/6

Fast federated machine unlearning with nonlinear functional theory

Tianshi Che

Yang Zhou

Zijie Zhang

Lingjuan Lyu

Ji Liu

...

2023/7/3

Identifying wrong-way driving incidents from regular traffic videos using unsupervised trajectory-based method

Transportation research record

Qing Chang

Jiaxiang Ren

Huaguo Zhou

Yang Zhou

Yukun Song

2022/2

Federated fingerprint learning with heterogeneous architectures

Tianshi Che

Zijie Zhang

Yang Zhou

Xin Zhao

Ji Liu

...

2022/11/28

Unsupervised Adversarial Network Alignment with Reinforcement Learning

ACM Transactions on Knowledge Discovery from Data (TKDD)

Yang Zhou

Jiaxiang Ren

Ruoming Jin

Zijie Zhang

Jingyi Zheng

...

2022/6/1

Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training

ACM Transactions on Intelligent Systems and Technology (TIST)

Wenchong He

Arpan Man Sainju

Zhe Jiang

Da Yan

Yang Zhou

2022/1/5

Center-Based iPSC Colony Counting with Multi-Task Learning

Mirza Tanzim Sami

Da Yan

Bhadhan Roy Joy

Jalal Khalil

Ricardo Cevallos

...

2022/11/28

See List of Professors in Yang Zhou University(Auburn University)

Co-Authors

H-index: 95
David Lo

David Lo

Singapore Management University

H-index: 83
Ling Liu

Ling Liu

Georgia Institute of Technology

H-index: 71
Calton Pu

Calton Pu

Georgia Institute of Technology

H-index: 52
Huaiyu Dai

Huaiyu Dai

North Carolina State University

H-index: 46
Ruoming Jin

Ruoming Jin

Kent State University

H-index: 45
Victor S. Sheng

Victor S. Sheng

Texas Tech University

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