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Cheng Deng

Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm

Mar 19, 2022
Qingsong Zhang, Bin Gu, Zhiyuan Dang, Cheng Deng, Heng Huang

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* 23 pages, Accepted by CIKM 2021

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Adaptive Hierarchical Similarity Metric Learning with Noisy Labels

Oct 29, 2021
Jiexi Yan, Lei Luo, Cheng Deng, Heng Huang

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* 11 pages, 5 figures

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AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization

Sep 26, 2021
Qingsong Zhang, Bin Gu, Cheng Deng, Songxiang Gu, Liefeng Bo, Jian Pei, Heng Huang

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* Accepted by KDD 2021, 33 pages, 4 figs

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Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval

Jun 22, 2021
Zhipeng Wang, Hao Wang, Jiexi Yan, Aming Wu, Cheng Deng

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* Accepted to IJCAI 2021

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Doubly Contrastive Deep Clustering

Mar 09, 2021
Zhiyuan Dang, Cheng Deng, Xu Yang, Heng Huang

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* 9 pages, 5 figures

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