Yunyu Xiao

According to our database, Yunyu Xiao authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Multi-Stage Large Language Model Framework for Extracting Suicide-Related Social Determinants of Health.

Song Wang, Yishu Wei, Haotian Ma, Max Lovitt, Kelly Deng, Yuan Meng, Zihan Xu, Jingze Zhang, Yunyu Xiao, Ying Ding, Xuhai Xu, Joydeep Ghosh, Yifan Peng

CoRR, August, 2025

Machine learning applications related to suicide in military and Veterans: A scoping literature review.

Yuhan Zhang, Yishu Wei, Yanshan Wang, Yunyu Xiao, Ronald K. Poropatich, Gretchen L. Haas, Yiye Zhang, Chunhua Weng, Jinze Liu, Lisa A. Brenner, James M. Bjork, Yifan Peng

J. Biomed. Informatics, 2025

Semi-supervised Node Importance Estimation with Informative Distribution Modeling for Uncertainty Regularization.

Yankai Chen, Taotao Wang, Yixiang Fang, Yunyu Xiao

Proceedings of the ACM on Web Conference 2025, 2025

2024

Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data.

Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne M. Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew A. Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker

CoRR, 2024

Uncovering Misattributed Suicide Causes through Annotation Inconsistency Detection in Death Investigation Notes.

Song Wang, Yiliang Zhou, Ziqiang Han, Cui Tao, Yunyu Xiao, Ying Ding, Joydeep Ghosh, Yifan Peng

CoRR, 2024

Analyzing Social Factors to Enhance Suicide Prevention Across Population Groups.

Richard Li Xu, Song Wang, Zewei Wang, Yuhan Zhang, Yunyu Xiao, Jyotishman Pathak, David Hodge, Yan Leng, S. Craig Watkins, Ying Ding, Yifan Peng

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

White Matter Integrity in Youth with Suicide Ideation/Suicide Attempt, Major Depressive Disorder, and Comorbidities: A Diffusion Tensor Imaging Study.

Yixuan Wang, Yue Wang, Yuan Meng, Yunyu Xiao, Xiaofu He

Proceedings of the Brain Informatics - 17th International Conference, 2024

2023

An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives.

Song Wang, Yifang Dang, Zhaoyi Sun, Ying Ding, Jyotishman Pathak, Cui Tao, Yunyu Xiao, Yifan Peng

J. Am. Medical Informatics Assoc., July, 2023

2022

Combating Health Misinformation in Social Media: Characterization, Detection, Intervention, and Open Issues.

Canyu Chen, Haoran Wang, Matthew Shapiro, Yunyu Xiao, Fei Wang, Kai Shu

CoRR, 2022

Time-to-event modeling of subreddits transitions to r/SuicideWatch.

Xueying Liu, Shiaofen Fang, George O. Mohler, Joan Carlson, Yunyu Xiao

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Unraveling the "Other" Diagnosis of Suspected Suicide Attempts at Emergency Department using Natural Language Processing (NLP).

Yunyu Xiao, Haotan Zhang, Yu Hou, Chang Su, Fei Wang

Proceedings of the AMIA 2022, 2022

2021

An Interactive Approach to Bias Mitigation in Machine Learning.

Hao Wang, Snehasis Mukhopadhyay, Yunyu Xiao, Shiaofen Fang

Proceedings of the 20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2021