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Private Semi-supervised Knowledge Transfer for Deep Learning from Noisy Labels


Nov 03, 2022
Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong, Xiaoqian Jiang

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Towards Training Graph Neural Networks with Node-Level Differential Privacy


Oct 10, 2022
Qiuchen Zhang, Jing Ma, Jian Lou, Carl Yang, Li Xiong

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Federated Pruning: Improving Neural Network Efficiency with Federated Learning


Sep 14, 2022
Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Françoise Beaufays

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* To appear in INTERSPEECH 2022 

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MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning


Aug 09, 2022
Yifei Ren, Jian Lou, Li Xiong, Joyce C Ho, Xiaoqian Jiang, Sivasubramanium Bhavani

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


Dec 05, 2021
Payam Karisani, Negin Karisani, Li Xiong

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


Oct 22, 2021
Xiaolan Gu, Ming Li, Li Xiong

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

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Communication Efficient Tensor Factorization for Decentralized Healthcare Networks


Sep 03, 2021
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Sivasubramanium Bhavani, Joyce C. Ho

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* Short version accepted to IEEE ICDM 2021 

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Temporal Network Embedding via Tensor Factorization


Aug 22, 2021
Jing Ma, Qiuchen Zhang, Jian Lou, Li Xiong, Joyce C. Ho

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* To appear in CIKM 2021 

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Integer-arithmetic-only Certified Robustness for Quantized Neural Networks


Aug 21, 2021
Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi

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