Jiaheng Xie

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Photon Counting

Weakly Supervised

Top Venues

J. Manag. Inf. Syst.

Publications

Haoxin Liu, Wenli Zhang, Jiaheng Xie, Buomsoo Kim, Zhu Zhang, Yidong Chai
Few-Shot Learning for Chronic Disease Management: Leveraging Large Language Models and Multi-Prompt Engineering with Medical Knowledge Injection. CoRR (2024)
Junwei Kuang, Jiaheng Xie, Zhijun Yan
What Symptoms and How Long? An Interpretable AI Approach for Depression Detection in Social Media. HICSS (2024)
Jiaheng Xie, Ruicheng Liang, Yidong Chai, Yang Liu
Short-Form Videos and Mental Health: A Knowledge-Guided Multimodal Neural Topic Model. CoRR (2024)
Wenli Zhang, Jiaheng Xie, Zhu (Drew) Zhang, Xiang Liu
Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach. J. Manag. Inf. Syst. 41 (2) (2024)
Junwei Kuang, Jiaheng Xie, Zhijun Yan
What Symptoms and How Long? An Interpretable AI Approach for Depression Detection in Social Media. ICIS (2023)
Junwei Kuang, Jiaheng Xie, Zhijun Yan
What Symptoms and How Long? An Interpretable AI Approach for Depression Detection in Social Media. CoRR (2023)
Wenli Zhang, Jiaheng Xie, Xiang Liu, Zhu Zhang
Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach. CoRR (2023)
Mingwei Huang, Zijing Zhang, Longzhu Cen, Jiahuan Li, Jiaheng Xie, Yuan Zhao
Prediction of the Number of Cumulative Pulses Based on the Photon Statistical Entropy Evaluation in Photon-Counting LiDAR. Entropy 25 (3) (2023)
Shuang Geng, Wenli Zhang, Jiaheng Xie, Gemin Liang, Ben Niu
Patient Dropout Prediction in Virtual Health: A Multimodal Dynamic Knowledge Graph and Text Mining Approach. CoRR (2023)
Jiaheng Xie, Yidong Chai, Xiao Liu
Unbox the Black-Box: Predict and Interpret YouTube Viewership Using Deep Learning. J. Manag. Inf. Syst. 40 (2) (2023)
Swati Tyagi, Jiaheng Xie, Rick Andrews
E-VAN : Enhanced Variational AutoEncoder Network for Mitigating Gender Bias in Static Word Embeddings. NLPIR (2022)
Jiaheng Xie, Xiao Liu, Daniel Dajun Zeng, Xiao Fang
Understanding Medication Nonadherence from Social Media: A Sentiment-Enriched Deep Learning Approach. MIS Q. 46 (1) (2022)
Jiaheng Xie, Yidong Chai, Xiao Liu
An Interpretable Deep Learning Approach to Understand Health Misinformation Transmission on YouTube. HICSS (2022)
Jiaheng Xie, Xiaohang Zhao, Xiang Liu, Xiao Fang
Care for the Mind Amid Chronic Diseases: An Interpretable AI Approach Using IoT. CoRR (2022)
Jiaheng Xie, Bin Zhang, Jian Ma, Daniel Zeng, Jenny Lo-Ciganic
Readmission Prediction for Patients with Heterogeneous Medical History: A Trajectory-Based Deep Learning Approach. ACM Trans. Manag. Inf. Syst. 13 (2) (2022)
Jiaheng Xie, Bin Zhang, Susan A. Brown, Daniel Zeng
Write Like a Pro or an Amateur? Effect of Medical Language Formality. ACM Trans. Manag. Inf. Syst. 12 (3) (2021)
Jiaheng Xie, Yidong Chai, Xiao Liu
Understanding Health Misinformation Transmission: An Interpretable Deep Learning Approach to Manage Infodemics. CoRR (2021)
Mingwei Huang, Zijing Zhang, Jiaheng Xie, Jiahuan Li, Yuan Zhao
An Entropy-Based Anti-Noise Method for Reducing Ranging Error in Photon Counting Lidar. Entropy 23 (11) (2021)
Jiaheng Xie, Zhu Zhang, Xiao Liu, Daniel Zeng
Unveiling the Hidden Truth of Drug Addiction: A Social Media Approach Using Similarity Network-Based Deep Learning. J. Manag. Inf. Syst. 38 (1) (2021)
Jiaheng Xie, Zhu Zhang, Xiao Liu, Daniel Zeng
Understanding Opioid Addiction with Similarity Network-Based Deep Learning. ICSH (2019)
Jiaheng Xie, Xiao Liu, Daniel Zeng, Xiao Fang
Extracting Medication Nonadherence Reasons with Sentiment-Enriched Deep Learning. ICSH (2019)
Jiaheng Xie, Zhu Zhang, Xiao Liu, Daniel Zeng
Discovering Barriers to Opioid Addiction Treatment from Social Media: A Similarity Network-Based Deep Learning Approach. ICIS (2019)
Jiaheng Xie, Xiao Liu, Daniel Dajun Zeng
Mining e-cigarette adverse events in social media using Bi-LSTM recurrent neural network with word embedding representation. J. Am. Medical Informatics Assoc. 25 (1) (2018)
Jiaheng Xie, Bin Zhang
Readmission Risk Prediction for Patients with Heterogeneous Hazard: A Trajectory-Aware Deep Learning Approach. ICIS (2018)
Jiaheng Xie, Bin Zhang, Daniel Zeng
Readmission Prediction Using Trajectory-Based Deep Learning Approach. ICSH (2018)
Jiaheng Xie, Xiao Liu, Daniel Zeng, Xiao Fang
Understanding Reasons for Medication Nonadherence: An Exploration in Social Media Using Sentiment-Enriched Deep Learning Approach. ICIS (2017)
Jiaheng Xie, Wangsheng Zhu, Kanliang Wang
Consumers' Purchase Intention of Online Product Customization Using Different Terminals with/without Default Template. HCI (23) (2015)
Jiaheng Xie, Wangsheng Zhun, Kanliang Wang
An Improvement to E-Commerce Recommendation using Product Network Analysis. PACIS (2014)