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Modeling Sequential Recommendation as Missing Information Imputation


Jan 04, 2023
Yujie Lin, Zhumin Chen, Zhaochun Ren, Chenyang Wang, Qiang Yan, Maarten de Rijke, Xiuzhen Cheng, Pengjie Ren

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* Under progress 

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AccEar: Accelerometer Acoustic Eavesdropping with Unconstrained Vocabulary


Dec 02, 2022
Pengfei Hu, Hui Zhuang, Panneer Selvam Santhalingamy, Riccardo Spolaor, Parth Pathaky, Guoming Zhang, Xiuzhen Cheng

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* 2022 IEEE Symposium on Security and Privacy (SP) 
* 2022 IEEE Symposium on Security and Privacy (SP) 

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Federated Learning Hyper-Parameter Tuning from a System Perspective


Nov 24, 2022
Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu

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* arXiv admin note: substantial text overlap with arXiv:2110.03061 

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Collaborative Learning in General Graphs with Limited Memorization: Learnability, Complexity and Reliability


Jan 29, 2022
Feng Li, Xuyang Yuan, Lina Wang, Huan Yang, Dongxiao Yu, Weifeng Lv, Xiuzhen Cheng

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Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing


Oct 16, 2021
Qin Hu, Zhilin Wang, Minghui Xu, Xiuzhen Cheng

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Nothing Wasted: Full Contribution Enforcement in Federated Edge Learning


Oct 15, 2021
Qin Hu, Shengling Wang, Zeihui Xiong, Xiuzhen Cheng

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DCAP: Deep Cross Attentional Product Network for User Response Prediction


May 18, 2021
Zekai Chen, Fangtian Zhong, Zhumin Chen, Xiao Zhang, Robert Pless, Xiuzhen Cheng

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* 12 pages, 10 figures 

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Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT


Apr 08, 2021
Zekai Chen, Dingshuo Chen, Zixuan Yuan, Xiuzhen Cheng, Xiao Zhang

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* 12 pages, 5 figures 

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From Personalization to Privatization: Meta Matrix Factorization for Private Rating Predictions


Oct 22, 2019
Yujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Dongxiao Yu, Jun Ma, Maarten de Rijke, Xiuzhen Cheng

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