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Contextual Multi-View Query Learning for Short Text Classification in User-Generated Data



Payam Karisani , Negin Karisani , Li Xiong


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PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy



Xiaolan Gu , Ming Li , Li Xiong

* arXiv admin note: text overlap with arXiv:2012.06337 by other authors 

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Communication Efficient Tensor Factorization for Decentralized Healthcare Networks



Jing Ma , Qiuchen Zhang , Jian Lou , Li Xiong , Sivasubramanium Bhavani , Joyce C. Ho

* Short version accepted to IEEE ICDM 2021 

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Temporal Network Embedding via Tensor Factorization



Jing Ma , Qiuchen Zhang , Jian Lou , Li Xiong , Joyce C. Ho

* To appear in CIKM 2021 

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Integer-arithmetic-only Certified Robustness for Quantized Neural Networks



Haowen Lin , Jian Lou , Li Xiong , Cyrus Shahabi


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SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling



Haowen Lin , Jian Lou , Li Xiong , Cyrus Shahabi


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Classification Auto-Encoder based Detector against Diverse Data Poisoning Attacks



Fereshteh Razmi , Li Xiong


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Federated Graph Classification over Non-IID Graphs



Han Xie , Jing Ma , Li Xiong , Carl Yang


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RobustFed: A Truth Inference Approach for Robust Federated Learning



Farnaz Tahmasebian , Jian Lou , Li Xiong

* 16 pages 

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