CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare. - Jingyue Gao; Xiting Wang; Yasha Wang; Zhao Yang; Junyi Gao; Jiangtao Wang 001; Wen Tang 001; Xing Xie 001 (ICDM, 2019)

MUSEFood: Multi-Sensor-Based Food Volume Estimation on Smartphones. - Junyi Gao; Weihao Tan; Liantao Ma; Yasha Wang; Wen Tang 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context. - Liantao Ma; Chaohe Zhang; Yasha Wang; Wenjie Ruan; Jiantao Wang; Wen Tang 001; Xinyu Ma; Xin Gao; Junyi Gao (CoRR, 2019)

AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. - Liantao Ma; Junyi Gao; Yasha Wang; Chaohe Zhang; Jiangtao Wang 001; Wenjie Ruan; Wen Tang 001; Xin Gao; Xinyu Ma (AAAI, 2020)

ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context. - Liantao Ma; Chaohe Zhang; Yasha Wang; Wenjie Ruan; Jiangtao Wang 001; Wen Tang 001; Xinyu Ma; Xin Gao; Junyi Gao (AAAI, 2020)

StageNet: Stage-Aware Neural Networks for Health Risk Prediction. - Junyi Gao; Cao Xiao; Yasha Wang; Wen Tang 001; Lucas M. Glass; Jimeng Sun 001 (WWW, 2020)

CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis. - Liantao Ma; Xinyu Ma; Junyi Gao; Chaohe Zhang; Zhihao Yu; Xianfeng Jiao; Wenjie Ruan; Yasha Wang; Wen Tang 001; Jiangtao Wang 001 (CoRR, 2020)

GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients. - Chaohe Zhang; Xin Gao; Liantao Ma; Yasha Wang; Jiangtao Wang 001; Wen Tang 001 (AAAI, 2021)

Distilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis. - Liantao Ma; Xinyu Ma; Junyi Gao; Xianfeng Jiao; Zhihao Yu; Chaohe Zhang; Wenjie Ruan; Yasha Wang; Wen Tang 001; Jiangtao Wang 001 (WWW, 2021)

MedFACT: Modeling Medical Feature Correlations in Patient Health Representation Learning via Feature Clustering. - Xinyu Ma; Xu Chu; Yasha Wang; Hailong Yu; Liantao Ma; Wen Tang 001; Junfeng Zhao 001 (CoRR, 2022)

A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care: Choosing the Best Model for COVID-19 Prognosis. - Junyi Gao; Yinghao Zhu; Wenqing Wang; Yasha Wang; Wen Tang 001; Liantao Ma (CoRR, 2022)

Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset. - Liantao Ma; Chaohe Zhang; Junyi Gao; Xianfeng Jiao; Zhihao Yu; Xinyu Ma; Yasha Wang; Wen Tang 001; Xinju Zhao; Wenjie Ruan; Tao Wang (CoRR, 2023)

M3Fair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method. - Yinghao Zhu; Jingkun An; Enshen Zhou; Lu An; Junyi Gao; Hao Li; Haoran Feng; Bo Hou; Wen Tang 001; Chengwei Pan; Liantao Ma (CoRR, 2023)

Patient Health Representation Learning via Correlational Sparse Prior of Medical Features. - Xinyu Ma; Yasha Wang; Xu Chu; Liantao Ma; Wen Tang 001; Junfeng Zhao 001; Ye Yuan 001; Guoren Wang (IEEE Trans. Knowl. Data Eng., 2023)

Mortality prediction with adaptive feature importance recalibration for peritoneal dialysis patients. - Liantao Ma; Chaohe Zhang; Junyi Gao; Xianfeng Jiao; Zhihao Yu; Yinghao Zhu; Tianlong Wang; Xinyu Ma; Yasha Wang; Wen Tang 001; Xinju Zhao; Wenjie Ruan; et al. (Patterns, 2023)

Predict and Interpret Health Risk Using Ehr Through Typical Patients. - Zhihao Yu; Chaohe Zhang; Yasha Wang; Wen Tang 001; Jiangtao Wang 001; Liantao Ma (ICASSP, 2024)

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration. - Zixiang Wang; Yinghao Zhu; Huiya Zhao; Xiaochen Zheng; Tianlong Wang; Wen Tang 001; Yasha Wang; Chengwei Pan; Ewen M. Harrison; Junyi Gao; Liantao Ma (CoRR, 2024)

A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care. - Junyi Gao; Yinghao Zhu; Wenqing Wang; Zixiang Wang; Guiying Dong; Wen Tang 001; Hao Wang 035; Yasha Wang; Ewen M. Harrison; Liantao Ma (Patterns, 2024)

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration. - Zixiang Wang; Yinghao Zhu; Huiya Zhao; Xiaochen Zheng; Dehao Sui; Tianlong Wang; Wen Tang 001; Yasha Wang; Ewen M. Harrison; Chengwei Pan; Junyi Gao; Liantao Ma (WWW, 2025)