Xi (Sheryl) Zhang 张希
Selected Publication:
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@inproceedings{Zhang2019MetaPred,
author = {Zhang, Xi Sheryl and Tang, Fengyi and Dodge, Hiroko H. and Zhou, Jiayu and Wang, Fei},
title = {MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records},
booktitle = {Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining},
series = {KDD '19},
year = {2019},
pages = {2487--2495},
numpages = {9},
publisher = {ACM},
}
@article{zhang2019data,
title={Data-Driven Subtyping of Parkinson’s Disease Using Longitudinal Clinical Records: A Cohort Study},
author={Zhang, Xi and Chou, Jingyuan and Liang, Jian and Xiao, Cao and Zhao, Yize and Sarva, Harini and Henchcliffe, Claire and Wang, Fei},
journal={Scientific reports},
volume={9},
number={1},
pages={797},
year={2019},
publisher={Nature Publishing Group}
}
@inproceedings{zhang2018integrative,
title={Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network},
author={Zhang, Xi and Chou, Jingyuan and Wang, Fei},
booktitle={2018 IEEE International Conference on Data Mining (ICDM)},
pages={767--776},
year={2018},
organization={IEEE}
}
@inproceedings{zhang2018multi,
title={Multi-view graph convolutional network and its applications on neuroimage analysis for parkinson’s disease},
author={Zhang, Xi and He, Lifang and Chen, Kun and Luo, Yuan and Zhou, Jiayu and Wang, Fei},
booktitle={AMIA Annual Symposium Proceedings},
volume={2018},
pages={1147},
year={2018},
organization={American Medical Informatics Association}
}
@article{zhang2018multi,
title={Multi-view Ensemble Classification for Clinically Actionable Genetic Mutations},
author={Zhang, Xi and Chen, Dandi and Zhu, Yongjun and Che, Chao and Su, Chang and Zhao, Sendong and Min, Xu and Wang, Fei},
journal={The NIPS'17 Competition: Building Intelligent Systems},
pages={79},
year={2018},
publisher={Springer}
}
@inproceedings{baytas2017patient,
title={Patient subtyping via time-aware LSTM networks},
author={Baytas, Inci M and Xiao, Cao and Zhang, Xi and Wang, Fei and Jain, Anil K and Zhou, Jiayu},
booktitle={Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
pages={65--74},
year={2017},
organization={ACM}
}
@article{liu2016domain,
title={Domain-sensitive recommendation with user-item subgroup analysis},
author={Liu, Jing and Jiang, Yu and Li, Zechao and Zhang, Xi and Lu, Hanqing},
journal={IEEE Transactions on Knowledge and Data Engineering},
volume={28},
number={4},
pages={939--950},
year={2016},
publisher={IEEE}
}
@inproceedings{zhang2015personalization,
title={When Personalization Meets Conformity: Collective Similarity based Multi-Domain Recommendation},
author={Zhang, Xi and Cheng, Jian and Qiu, Shuang and Zhu, Zhenfeng and Lu, Hanqing},
booktitle={Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval},
pages={1019--1022},
year={2015},
organization={ACM}
}
@article{yuan2015friends,
title={How friends affect user behaviors? An exploration of social relation analysis for recommendation},
author={Yuan, Ting and Cheng, Jian and Zhang, Xi and Liu, Qingshan and Lu, Hanqing},
journal={Knowledge-Based Systems},
volume={88},
pages={70--84},
year={2015},
publisher={Elsevier}
}
@article{zhang2015dualds,
title={Dualds: A dual discriminative rating elicitation framework for cold start recommendation},
author={Zhang, Xi and Cheng, Jian and Qiu, Shuang and Zhu, Guibo and Lu, Hanqing},
journal={Knowledge-Based Systems},
volume={73},
pages={161--172},
year={2015},
publisher={Elsevier}
}
@inproceedings{leng2015hashing,
title={Hashing for distributed data},
author={Leng, Cong and Wu, Jiaxiang and Cheng, Jian and Zhang, Xi and Lu, Hanqing},
booktitle={International Conference on Machine Learning},
pages={1642--1650},
year={2015}
}
@inproceedings{yuan2014recommendation,
title={Recommendation by Mining Multiple User Behaviors with Group Sparsity.},
author={Yuan, Ting and Cheng, Jian and Zhang, Xi and Qiu, Shuang and Lu, Hanqing and others},
booktitle={AAAI},
pages={222--228},
year={2014}
}
@inproceedings{zhang2013semi,
title={Semi-supervised discriminative preference elicitation for cold-start recommendation},
author={Zhang, Xi and Cheng, Jian and Yuan, Ting and Niu, Biao and Lu, Hanqing},
booktitle={Proceedings of the 22nd ACM international conference on Conference on information \& knowledge management},
pages={1813--1816},
year={2013},
organization={ACM}
}
@inproceedings{zhang2013toprec,
title={TopRec: domain-specific recommendation through community topic mining in social network},
author={Zhang, Xi and Cheng, Jian and Yuan, Ting and Niu, Biao and Lu, Hanqing},
booktitle={Proceedings of the 22nd international conference on World Wide Web},
pages={1501--1510},
year={2013},
organization={ACM}
}