专利： XiZhang, Lin Ma, Xin Jiang, Hang Li. COMMUNITY QUESTION ANSWERING-BASED ARTICLE RECOMMENDATION METHOD，SYSTEM，AND USER DEVICE. US Patent, US 2019/0303768A1. 代表性论文： [1]. Sicong Liu, Xi Sheryl Zhang, Yushuo Li, Yifan Zhang, Jian Cheng. On the Data-Efficiency with Contrastive Image Transformation in Reinforcement Learning. The International Conference on Learning Representations, ICLR 2023. [2]. Anda Cheng, Peisong Wang, Xi Sheryl Zhang, Jian Cheng. Differentially Private Federated Learning with Local Regularization and Sparsification. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. [3]. Jiahao Lu, Xi Sheryl Zhang. Tianli Zhao, Xiangyu He, Jian Cheng. APRIL: Finding the Achilles' Heel on Privacy Leakage for Vision Transformers. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. [4]. Anda Cheng, Jiaxing Wang, Xi Sheryl Zhang, Qiang Chen, Peisong Wang, Jian Cheng. DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy. Proceedings of the AAAI Conference on Artificial Intelligence, AAAI 2022. [5]. Tianli Zhao, Xi Sheryl Zhang, Wentao Zhu, Jiaxing Wang, Sen Yang, Ji Liu, Jian Cheng. Multi-Granularity Pruning for Model Acceleration on Mobile Devices. European Conference on Computer Vision, ECCV 2022. [6]. Xi Sheryl Zhang, Fengyi Andy Tang, Hiroko H Dodge, Jiayu Zhou, Fei Wang. MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, SIGKDD 2019. [7]. Xi Sheryl Zhang, Jingyuan Chou, Jian Liang, Cao Xiao, Yize Zhao, Harini Sarva, Claire Henchcliffe, Fei Wang. Data-Driven Subtyping of Parkinson's Disease Using Longitudinal Clinical Records: A Cohort Study. Nature Scientific Reports, 2019. [8]. Xi Sheryl Zhang, Jingyuan Chou, Fei Wang. Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network. IEEE International Conference on Data Mining, ICDM 2018. [9]. Xi Sheryl Zhang, Lifang He, Kun Chen, Yuan Luo, Jiayu Zhou, Fei Wang. Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease. American Medical Informatics Association Annual Symposium, AMIA 2018. [10]. Inci M Baytas,Cao Xiao,Xi Sheryl Zhang, Fei Wang, Anil K Jain, Jiayu Zhou. Patient Subtyping via Time-Aware LSTM Networks. ACMSIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2017. |
