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Lifelong Learning based Disease Diagnosis on Clinical Notes


Mar 05, 2021
Zifeng Wang, Yifan Yang, Rui Wen, Xi Chen, Shao-Lun Huang, Yefeng Zheng

* Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'21) 

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Node-Level Membership Inference Attacks Against Graph Neural Networks


Feb 10, 2021
Xinlei He, Rui Wen, Yixin Wu, Michael Backes, Yun Shen, Yang Zhang


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ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models


Feb 04, 2021
Yugeng Liu, Rui Wen, Xinlei He, Ahmed Salem, Zhikun Zhang, Michael Backes, Emiliano De Cristofaro, Mario Fritz, Yang Zhang


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Finding Influential Instances for Distantly Supervised Relation Extraction


Sep 17, 2020
Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang, Yefeng Zheng


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Online Disease Self-diagnosis with Inductive Heterogeneous Graph Convolutional Networks


Sep 06, 2020
Zifeng Wang, Rui Wen, Xi Chen, Shilei Cao, Shao-Lun Huang, Buyue Qian, Yefeng Zheng


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Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback


Sep 06, 2020
Zifeng Wang, Xi Chen, Rui Wen, Shao-Lun Huang, Ercan E. Kuruoglu, Yefeng Zheng


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Dynamic Backdoor Attacks Against Machine Learning Models


Mar 07, 2020
Ahmed Salem, Rui Wen, Michael Backes, Shiqing Ma, Yang Zhang


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On the Fairness of Randomized Trials for Recommendation with Heterogeneous Demographics and Beyond


Feb 05, 2020
Zifeng Wang, Xi Chen, Rui Wen, Shao-Lun Huang


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On the Fairness of Randomized Trials for Recommendation With Heterogeneous Demographics and Beyond


Jan 25, 2020
Zifeng Wang, Xi Chen, Rui Wen, Shao-Lun Huang


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