Xinmeng Zhang

25 papers C 1Misc 4Journal 8Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
An Ensemble Approach Integrating Retrieval-Augmented Large Language Models and Boosting Algorithms for Enhanced Catatonia Phenotyping.
MedInfo
Yubo Feng, Ruiyan Ma, Xinmeng Zhang, You Chen
2025 — conf
Graph Neural Networks for ADHD Identification in Children.
MedInfo
Runxuan Yu, Xinmeng Zhang, You Chen
2025 — conf
Integrating Large Language Models and Machine Learning for Enhanced Catatonia Phenotyping: A Study on Clinical Data from Electronic Health Records.
MedInfo
Yubo Feng, Ruiyan Ma, Xinmeng Zhang, You Chen
2025 J jnl
Large language models are less effective at clinical prediction tasks than locally trained machine learning models.
J. Am. Medical Informatics Assoc.
Katherine E. Brown, Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin X. Collins, You Chen, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2023 J jnl
Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics.
CoRR
Zhuohang Li, Chao Yan, Xinmeng Zhang, Gharib Gharibi, Zhijun Yin, Xiaoqian Jiang, Bradley A. Malin
2022 J jnl
Fine-grained precise-bone age assessment by integrating prior knowledge and recursive feature pyramid network.
EURASIP J. Image Video Process.
Yang Jia, Xinmeng Zhang, Hanrong Du, Weiguang Chen, Xiaohui Jin, Wei Qi, Bin Yang, Qiujuan Zhang, Zhi Wei
2022 J jnl
Forecasting the future clinical events of a patient through contrastive learning.
J. Am. Medical Informatics Assoc.
Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin
2022 C conf
How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study.
PSD
Xinmeng Zhang, Zhiyu Wan, Chao Yan, J. Thomas Brown, Weiyi Xia, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
2022 Misc conf
Inferring EHR Utilization Workflows through Audit Logs.
AMIA
Xinmeng Zhang, Yuying Zhao, Chao Yan, Tyler Derr, You Chen
2022 — conf
ResNet-BiGRU-Attention Based Facial Expression Analysis Model for a Humanoid Robot.
ICIRA (3)
Yang Lu, Xiaojun Wu, Pengfei Liu, Wanting Liu, Xinmeng Zhang, Yixuan Hou
2021 Misc conf
CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive Learning.
AMIA
Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin
2021 Misc conf
Predicting Next-Day Discharge via Electronic Health Record Audit Logs.
AMIA
Xinmeng Zhang, Chao Yan, Mayur B. Patel, Bradley A. Malin, You Chen
2021 J jnl
Predicting next-day discharge via electronic health record access logs.
J. Am. Medical Informatics Assoc.
Xinmeng Zhang, Chao Yan, Bradley A. Malin, Mayur B. Patel, You Chen
2020 Misc conf
Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs.
AMIA
Barrett Jones, Xinmeng Zhang, Bradley A. Malin, You Chen
2020 J jnl
Predicting Missing Values in Medical Data Via XGBoost Regression.
J. Heal. Informatics Res.
Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen
2019 — conf
A Two-Stage Overlapping Community Detection Based on Structure and Node Attributes in Online Social Networks.
HBAI@IJCAI
Xinmeng Zhang, XinGuang Li, Shengyi Jiang, Xia Li, Bolin Xie
2019 — conf
Deep Imputation of Temporal Data.
ICHI
Chao Yan, Cheng Gao, Xinmeng Zhang, You Chen, Bradley A. Malin
2019 — conf
Evaluation of Scholar's Contribution to Team Based on Weighted Co-author Network.
ICPCSEE (1)
Xinmeng Zhang, XinGuang Li, Shengyi Jiang, Xia Li, Bolin Xie
2019 — conf
XGBoost Imputation for Time Series Data.
ICHI
Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen
2018 — conf
An Experimental Hybrid RF/FSO System Using Optical Heterodyne Method.
ICAIT
Ziqi Jiang, Zhiwen Sun, Qingsong Jia, Junda Chen, Xinmeng Zhang, Tianshu Wang, Chunyi Chen, Zhi Liu
2018 — conf
Turbulence Controllable Free Space Optical Time Division System based on Supercontinuum.
ICAIT
Zhiwen Sun, Junda Chen, Xinmeng Zhang, Ziqi Jiang, Peng Lin, Tianshu Wang, Chunyi Chen, Zhi Liu
2016 — conf
Efficient Community Detection Based on Label Propagation with Belonging Coefficient and Edge Probability.
SMP
Xinmeng Zhang, Yuefeng Li, Shengyi Jiang, Bailin Xie, Xia Li, Qiansheng Zhang, Meixiu Lu
2015 — conf
Group decision method for internet public opinion emergency with linguistic preference.
FSKD
Qiansheng Zhang, Xinmeng Zhang
2015 J jnl
区间值模糊环境下的不确定网络舆情突发事件应急决策方案优选方法 (Optimization Selection Method for Uncertain Internet Public Opinion Emergency Decision Plans under Interval-valued Fuzzy Environment).
计算机科学
Qiansheng Zhang, Bailin Xie, Xinmeng Zhang
2012 J jnl
A Splitting Criteria Based on Similarity in Decision Tree Learning.
J. Softw.
Xinmeng Zhang, Shengyi Jiang