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Achieving Efficient Distributed Machine Learning Using a Novel Non-Linear Class of Aggregation Functions


Jan 29, 2022
Haizhou Du , Ryan Yang , Yijian Chen , Qiao Xiang , Andre Wibisono , Wei Huang

* 13 pages, 26 figures 

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Vulcan: Solving the Steiner Tree Problem with Graph Neural Networks and Deep Reinforcement Learning


Nov 21, 2021
Haizhou Du , Zong Yan , Qiao Xiang , Qinqing Zhan

* 12 pages, 7 figures 

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Isomer: Transfer enhanced Dual-Channel Heterogeneous Dependency Attention Network for Aspect-based Sentiment Classification


Nov 21, 2021
Yukun Cao , Yijia Tang , Ziyue Wei , ChengKun Jin , Zeyu Miao , Yixin Fang , Haizhou Du , Feifei Xu

* 6 Pages, 2 Figures 

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Toward Efficient Federated Learning in Multi-Channeled Mobile Edge Network with Layerd Gradient Compression


Sep 18, 2021
Haizhou Du , Xiaojie Feng , Qiao Xiang , Haoyu Liu

* 12 pages, 16 figures 

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Controllable Multi-Character Psychology-Oriented Story Generation


Oct 11, 2020
Feifei Xu , Xinpeng Wang , Yunpu Ma , Volker Tresp , Yuyi Wang , Shanlin Zhou , Haizhou Du

* Accepted by CIKM2020 

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