Jiaheng Xie

Orcid: 0000-0001-9415-3726

According to our database1, Jiaheng Xie authored at least 27 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach.
J. Manag. Inf. Syst., 2024

Enhancing gender equity in resume job matching via debiasing-assisted deep generative model and gender-weighted sampling.
Int. J. Inf. Manag. Data Insights, 2024

Short-Form Videos and Mental Health: A Knowledge-Guided Neural Topic Model.
CoRR, 2024

Few-Shot Learning for Chronic Disease Management: Leveraging Large Language Models and Multi-Prompt Engineering with Medical Knowledge Injection.
CoRR, 2024

2023
Prediction of the Number of Cumulative Pulses Based on the Photon Statistical Entropy Evaluation in Photon-Counting LiDAR.
Entropy, March, 2023

Unbox the Black-Box: Predict and Interpret YouTube Viewership Using Deep Learning.
J. Manag. Inf. Syst., 2023

Patient Dropout Prediction in Virtual Health: A Multimodal Dynamic Knowledge Graph and Text Mining Approach.
CoRR, 2023

Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach.
CoRR, 2023

What Symptoms and How Long? An Interpretable AI Approach for Depression Detection in Social Media.
Proceedings of the 44th International Conference on Information Systems, 2023

2022
Readmission Prediction for Patients with Heterogeneous Medical History: A Trajectory-Based Deep Learning Approach.
ACM Trans. Manag. Inf. Syst., 2022

Understanding Medication Nonadherence from Social Media: A Sentiment-Enriched Deep Learning Approach.
MIS Q., 2022

Care for the Mind Amid Chronic Diseases: An Interpretable AI Approach Using IoT.
CoRR, 2022

E-VAN : Enhanced Variational AutoEncoder Network for Mitigating Gender Bias in Static Word Embeddings.
Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval, 2022

An Interpretable Deep Learning Approach to Understand Health Misinformation Transmission on YouTube.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021
Write Like a Pro or an Amateur? Effect of Medical Language Formality.
ACM Trans. Manag. Inf. Syst., 2021

Unveiling the Hidden Truth of Drug Addiction: A Social Media Approach Using Similarity Network-Based Deep Learning.
J. Manag. Inf. Syst., 2021

An Entropy-Based Anti-Noise Method for Reducing Ranging Error in Photon Counting Lidar.
Entropy, 2021

Understanding Health Misinformation Transmission: An Interpretable Deep Learning Approach to Manage Infodemics.
CoRR, 2021

2019
Understanding Opioid Addiction with Similarity Network-Based Deep Learning.
Proceedings of the Smart Health - International Conference, 2019

Extracting Medication Nonadherence Reasons with Sentiment-Enriched Deep Learning.
Proceedings of the Smart Health - International Conference, 2019

Discovering Barriers to Opioid Addiction Treatment from Social Media: A Similarity Network-Based Deep Learning Approach.
Proceedings of the 40th International Conference on Information Systems, 2019

2018
Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation.
J. Am. Medical Informatics Assoc., 2018

Readmission Prediction Using Trajectory-Based Deep Learning Approach.
Proceedings of the Smart Health - International Conference, 2018

Readmission Risk Prediction for Patients with Heterogeneous Hazard: A Trajectory-Aware Deep Learning Approach.
Proceedings of the International Conference on Information Systems, 2018

2017
Understanding Reasons for Medication Nonadherence: An Exploration in Social Media Using Sentiment-Enriched Deep Learning Approach.
Proceedings of the International Conference on Information Systems, 2017

2015
Consumers' Purchase Intention of Online Product Customization Using Different Terminals with/without Default Template.
Proceedings of the HCI in Business - Second International Conference, 2015

2014
An Improvement to E-Commerce Recommendation using Product Network Analysis.
Proceedings of the 18th Pacific Asia Conference on Information Systems, 2014


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