Correlating MSM's Mental Health with Usage Behaviors on MSM-Specific Social Applications. - Xin Gao; Chaohe Zhang; Liantao Ma; Yasha Wang; Jiangtao Wang 001; Daqing Zhang 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Multi-Source Data Integration-Based Urban Road GPS Environment Friendliness Estimation. - Liantao Ma; Yasha Wang; Guangju Peng; Chaohe Zhang; Chao Chen 004; Junfeng Zhao 001; Jiangtao Wang 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; 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; 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; Xinyu Ma; Xin Gao; Junyi Gao (AAAI, 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; Jiangtao Wang 001 (CoRR, 2020)

Estimating Urban Road GPS Environment Friendliness with Bus Trajectories: A City-Scale Approach. - Liantao Ma; Chaohe Zhang; Yasha Wang; Guangju Peng; Chao Chen 004; Junfeng Zhao 001; Jiangtao Wang 001 (Sensors, 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 (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; Jiangtao Wang 001 (WWW, 2021)

See Clicks Differently: Modeling User Clicking Alternatively with Multi Classifiers for CTR Prediction. - Shiwei Lyu; Hongbo Cai; Chaohe Zhang; Shuai Ling; Yue Shen; Xiaodong Zeng; Jinjie Gu; Guannan Zhang; Haipeng Zhang 004 (CIKM, 2022)

M3Care: Learning with Missing Modalities in Multimodal Healthcare Data. - Chaohe Zhang; Xu Chu; Liantao Ma; Yinghao Zhu; Yasha Wang; Jiangtao Wang 001; Junfeng Zhao 001 (KDD, 2022)

M3Care: Learning with Missing Modalities in Multimodal Healthcare Data. - Chaohe Zhang; Xu Chu; Liantao Ma; Yinghao Zhu; Yasha Wang; Jiangtao Wang 001; Junfeng Zhao 001 (CoRR, 2022)

VecoCare: Visit Sequences-Clinical Notes Joint Learning for Diagnosis Prediction in Healthcare Data. - Yongxin Xu; Kai Yang; Chaohe Zhang; Peinie Zou; Zhiyuan Wang; Hongxin Ding; Junfeng Zhao 001; Yasha Wang; Bing Xie (IJCAI, 2023)

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; Xinju Zhao; Wenjie Ruan; Tao Wang (CoRR, 2023)

A Transfer-Learning-Based Prognosis Prediction Paradigm that Bridges Data Distribution Shift across EMR Datasets. - Zhongji Zhang; Yuhang Wang; Yinghao Zhu; Xinyu Ma; Tianlong Wang; Chaohe Zhang; Yasha Wang; Liantao Ma (CoRR, 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; 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; Jiangtao Wang 001; Liantao Ma (ICASSP, 2024)

ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup. - Yongxin Xu; Xinke Jiang; Xu Chu; Yuzhen Xiao; Chaohe Zhang; Hongxin Ding; Junfeng Zhao 001; Yasha Wang; Bing Xie (KDD, 2024)