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Ke Xu

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Pencil: Private and Extensible Collaborative Learning without the Non-Colluding Assumption

Mar 17, 2024
Xuanqi Liu, Zhuotao Liu, Qi Li, Ke Xu, Mingwei Xu

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A Selective Review on Statistical Methods for Massive Data Computation: Distributed Computing, Subsampling, and Minibatch Techniques

Mar 17, 2024
Xuetong Li, Yuan Gao, Hong Chang, Danyang Huang, Yingying Ma, Rui Pan, Haobo Qi, Feifei Wang, Shuyuan Wu, Ke Xu, Jing Zhou, Xuening Zhu, Yingqiu Zhu, Hansheng Wang

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Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic Analysis at Line-Speed

Mar 17, 2024
Jinzhu Yan, Haotian Xu, Zhuotao Liu, Qi Li, Ke Xu, Mingwei Xu, Jianping Wu

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Qubit-Wise Architecture Search Method for Variational Quantum Circuits

Mar 07, 2024
Jialin Chen, Zhiqiang Cai, Ke Xu, Di Wu, Wei Cao

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Defending Against Data Reconstruction Attacks in Federated Learning: An Information Theory Approach

Mar 02, 2024
Qi Tan, Qi Li, Yi Zhao, Zhuotao Liu, Xiaobing Guo, Ke Xu

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Delving into Dark Regions for Robust Shadow Detection

Feb 21, 2024
Huankang Guan, Ke Xu, Rynson W. H. Lau

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Recasting Regional Lighting for Shadow Removal

Feb 01, 2024
Yuhao Liu, Zhanghan Ke, Ke Xu, Fang Liu, Zhenwei Wang, Rynson W. H. Lau

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Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems

Jan 11, 2024
Tianyu Cui, Yanling Wang, Chuanpu Fu, Yong Xiao, Sijia Li, Xinhao Deng, Yunpeng Liu, Qinglin Zhang, Ziyi Qiu, Peiyang Li, Zhixing Tan, Junwu Xiong, Xinyu Kong, Zujie Wen, Ke Xu, Qi Li

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Graph Neural Ordinary Differential Equations-based method for Collaborative Filtering

Nov 21, 2023
Ke Xu, Yuanjie Zhu, Weizhi Zhang, Philip S. Yu

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Green Beamforming Design for Integrated Sensing and Communication Systems: A Practical Approach Using Beam-Matching Error Metrics

Oct 21, 2023
Luping Xiang, Ke Xu, Jie Hu, Kun Yang

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