activity
20212023
most citedDepression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach

32 citations · 32 across the 4 of their papers we have counts for

collaborators

5 papers

cs.LG2023

Decoding Virtual Healthcare Success through Knowledge-Aware and Multimodal Predictive Modeling

Shuang Geng, Wenli Zhang, Jiaheng Xie +3

Online healthcare consultations have transformed how patients seek medical advice, offering convenience while introducing new challenges for ensuring consultation success. Predicti…

q-bio.QM2023

Decoding Emotional Trajectories: A Temporal-Semantic Network Approach for Latent Depression Assessment in Social Media

Junwei Kuang, Jiaheng Xie, Zhijun Yan

The early identification and intervention of latent depression are of significant societal importance for mental health governance. While current automated detection methods based…

cs.CL2023★ 32 cited

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

Wenli Zhang, Jiaheng Xie, Zhu Zhang +1

Depression is a common disease worldwide. It is difficult to diagnose and continues to be underdiagnosed. Because depressed patients constantly share their symptoms, major life eve…

cs.AI2022

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

Jiaheng Xie, Xiaohang Zhao, Xiang Liu +1

Health sensing for chronic disease management creates immense benefits for social welfare. Existing health sensing studies primarily focus on the prediction of physical chronic dis…

cs.LG2021

Unbox the Blackbox: Predict and Interpret YouTube Viewership Using Deep Learning

Jiaheng Xie, Xiao Liu

Predicting video viewership is a top priority for content creators and video-sharing sites. Content creators live on such predictions to maximize influences and minimize budgets. V…