Baijian Yang

Baijian Yang

Purdue University

H-index: 21

North America-United States

About Baijian Yang

Baijian Yang, With an exceptional h-index of 21 and a recent h-index of 17 (since 2020), a distinguished researcher at Purdue University, specializes in the field of Big Data, Machine Learning, Computer Networks, Cybsersecurity.

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

PatchFlow: Leveraging a Flow-Based Model with Patch Features

ARDaC Common Data Model Facilitates Data Dissemination and Enables Data Commons for Modern Clinical Studies

Husformer: A multi-modal transformer for multi-modal human state recognition

Hyper-STTN: Social Group-aware Spatial-Temporal Transformer Network for Human Trajectory Prediction with Hypergraph Reasoning

Feature Selection for Unsupervised Machine Learning

Supervised deep learning with vision transformer predicts delirium using limited lead EEG

Making Autonomous Stores Smarter (MASS): A Practical Solution to Improve Product Detection Performance Using Synthetic Dataset at Scale

Affective workload allocation for multi-human multi-robot teams

Baijian Yang Information

University

Position

___

Citations(all)

1810

Citations(since 2020)

1250

Cited By

968

hIndex(all)

21

hIndex(since 2020)

17

i10Index(all)

41

i10Index(since 2020)

28

Email

University Profile Page

Purdue University

Google Scholar

View Google Scholar Profile

Baijian Yang Skills & Research Interests

Big Data

Machine Learning

Computer Networks

Cybsersecurity

Top articles of Baijian Yang

Title

Journal

Author(s)

Publication Date

PatchFlow: Leveraging a Flow-Based Model with Patch Features

Boxiang Zhang

Baijian Yang

Xiaoming Wang

Corey Vian

2024

ARDaC Common Data Model Facilitates Data Dissemination and Enables Data Commons for Modern Clinical Studies

N. Jin

Z. Li

C. Kettler

B. Yang

W. Tu

...

2023

Husformer: A multi-modal transformer for multi-modal human state recognition

IEEE Transactions on Cognitive and Developmental Systems

Ruiqi Wang

Wonse Jo

Dezhong Zhao

Weizheng Wang

Arjun Gupte

...

2024/1/23

Hyper-STTN: Social Group-aware Spatial-Temporal Transformer Network for Human Trajectory Prediction with Hypergraph Reasoning

arXiv preprint arXiv:2401.06344

Weizheng Wang

Le Mao

Baijian Yang

Guohua Chen

Byung-Cheol Min

2024/1/12

Feature Selection for Unsupervised Machine Learning

Petra J Jones

Mike Catt

Melanie J Davies

Charlotte L Edwardson

Evgeny M Mirkes

...

2021/10/1

Supervised deep learning with vision transformer predicts delirium using limited lead EEG

Scientific Reports

Malissa A Mulkey

Huyunting Huang

Thomas Albanese

Sunghan Kim

Baijian Yang

2023/5/16

Making Autonomous Stores Smarter (MASS): A Practical Solution to Improve Product Detection Performance Using Synthetic Dataset at Scale

Nanxin Jin

Devin Shah

Juan Terven

Daniela Basurto Lozada

Zachary Bennett

...

2023/9/16

Affective workload allocation for multi-human multi-robot teams

arXiv preprint arXiv:2303.10465

Wonse Jo

Ruiqi Wang

Baijian Yang

Dan Foti

Mo Rastgaar

...

2023/3/18

Cybersecurity Education in the Age of Artificial Intelligence: A Novel Proactive and Collaborative Learning Paradigm

IEEE Transactions on Education

Jin Wei-Kocsis

Moein Sabounchi

Gihan J Mendis

Praveen Fernando

Baijian Yang

...

2023/12/21

SiGra: single-cell spatial elucidation through an image-augmented graph transformer

Nature Communications

Ziyang Tang

Zuotian Li

Tieying Hou

Tonglin Zhang

Baijian Yang

...

2023/9/12

spaCI: deciphering spatial cellular communications through adaptive graph model

Briefings in Bioinformatics

Ziyang Tang

Tonglin Zhang

Baijian Yang

Jing Su

Qianqian Song

2023/1

PINet: Privileged Information Improve the Interpretablity and generalization of structural MRI in Alzheimer's Disease

Zijia Tang

Tonglin Zhang

Qianqian Song

Jing Su

Baijian Yang

2023/9/3

Improved Clustering Using Nice Initialization

Huyunting Huang

Ziyang Tang

Tonglin Zhang

Baijian Yang

2023/12/4

SpaRx: Elucidate single-cell spatial heterogeneity of drug responses for personalized treatment

Briefings in Bioinformatics

Ziyang Tang

Xiang Liu

Zuotian Li

Tonglin Zhang

Baijian Yang

...

2023/11/1

Label-efficient video object segmentation with motion clues

IEEE Transactions on Circuits and Systems for Video Technology

Yawen Lu

Jie Zhang

Su Sun

Qianyu Guo

Zhiwen Cao

...

2023/7/25

SemiCon: A Semi-supervised Learning for Industrial Image Inspection

Weitao Tang

Tonglin Zhang

Baijian Yang

2022/6/25

Vision Transformer Prediction of Delirium

Malissa Mulkey

Huyunting Huang

Thomas Albanese

Kim Sunghan

Baijian Yang

2022/11/8

A triangulation-based visual localization for field robots

IEEE/CAA Journal of Automatica Sinica

James Liang

Yuxing Wang

Yingjie Chen

Baijian Yang

Dongfang Liu

2022/5/31

Tensor Decomposition for High-Resolution Images and Videos

Huyunting Huang

Xiang Liu

Weitao Tang

Tonglin Zhang

Baijian Yang

2022/8/12

The Alcoholic Hepatitis Network Research Data Commons (ARDaC): Design and Development.

Jing Su

Nanxin Jin

Zuotan Li

Carla Kettler

Bruce Barton

...

2022

See List of Professors in Baijian Yang University(Purdue University)

Co-Authors

H-index: 26
Jing Su

Jing Su

Indiana University Bloomington

H-index: 21
Byung-Cheol Min

Byung-Cheol Min

Purdue University

H-index: 20
Qianqian Song

Qianqian Song

Wake Forest University

H-index: 20
Tonglin Zhang

Tonglin Zhang

Purdue University

H-index: 18
Jin Kocsis (Jin Wei-Kocsis)

Jin Kocsis (Jin Wei-Kocsis)

Purdue University

H-index: 18
Yingjie Chen

Yingjie Chen

Purdue University

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