Jiaheng Xie

Jiaheng Xie

University of Delaware

H-index: 6

North America-United States

About Jiaheng Xie

Jiaheng Xie, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at University of Delaware, specializes in the field of Interpretable Deep Learning, Data and Text Mining, Business Analytics, Health Risk Analytics.

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

Few-Shot Learning for Chronic Disease Management: Leveraging Large Language Models and Multi-Prompt Engineering with Medical Knowledge Injection

Patient Dropout Prediction in Virtual Health: A Multimodal Dynamic Knowledge Graph and Text Mining Approach

Unbox the Black-Box: Predict and Interpret YouTube Viewership Using Deep Learning

Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach

E-VAN: Enhanced Variational AutoEncoder Network for Mitigating Gender Bias in Static Word Embeddings

Care for the Mind Amid Chronic Diseases: An Interpretable AI Approach Using IoT

Understanding Medication Nonadherence from Social Media: A Sentiment-Enriched Deep Learning Approach.

An Interpretable Deep Learning Approach to Understand Health Misinformation Transmission on YouTube

Jiaheng Xie Information

University

Position

Assistant Professor of MIS

Citations(all)

147

Citations(since 2020)

131

Cited By

48

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

6

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Jiaheng Xie Skills & Research Interests

Interpretable Deep Learning

Data and Text Mining

Business Analytics

Health Risk Analytics

Top articles of Jiaheng Xie

Few-Shot Learning for Chronic Disease Management: Leveraging Large Language Models and Multi-Prompt Engineering with Medical Knowledge Injection

2024/1/16

Patient Dropout Prediction in Virtual Health: A Multimodal Dynamic Knowledge Graph and Text Mining Approach

2023/6/6

Unbox the Black-Box: Predict and Interpret YouTube Viewership Using Deep Learning

Journal of Management Information Systems

2023/4/3

Jiaheng Xie
Jiaheng Xie

H-Index: 3

Xiao Liu
Xiao Liu

H-Index: 8

Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach

arXiv preprint arXiv:2303.05389

2023/3/6

E-VAN: Enhanced Variational AutoEncoder Network for Mitigating Gender Bias in Static Word Embeddings

2022/12/16

Jiaheng Xie
Jiaheng Xie

H-Index: 3

Care for the Mind Amid Chronic Diseases: An Interpretable AI Approach Using IoT

arXiv preprint arXiv:2211.04509

2022/11/8

Understanding Medication Nonadherence from Social Media: A Sentiment-Enriched Deep Learning Approach.

MIS Quarterly

2022/3/1

An Interpretable Deep Learning Approach to Understand Health Misinformation Transmission on YouTube

2022/1/4

Jiaheng Xie
Jiaheng Xie

H-Index: 3

Xiao Liu
Xiao Liu

H-Index: 8

Write like a pro or an amateur? Effect of medical language formality

ACM Transactions on Management Information Systems

2021/6/3

Big Data-Based Health Risk Analytics: A Deep Learning Approach

2020

Jiaheng Xie
Jiaheng Xie

H-Index: 3

See List of Professors in Jiaheng Xie University(University of Delaware)