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Reinforcement Learning-enhanced Shared-account Cross-domain Sequential Recommendation



Lei Guo , Jinyu Zhang , Tong Chen , Xinhua Wang , Hongzhi Yin

* 14 pages, 5 figures 

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Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential Recommendation



Lei Guo , Jinyu Zhang , Li Tang , Tong Chen , Lei Zhu , Hongzhi Yin

* 15 pages, 6 figures 

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Functional2Structural: Cross-Modality Brain Networks Representation Learning



Haoteng Tang , Xiyao Fu , Lei Guo , Yalin Wang , Scott Mackin , Olusola Ajilore , Alex Leow , Paul Thompson , Heng Huang , Liang Zhan


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Reciprocal phase transition-enabled electro-optic modulation



Fang Zou , Lei Zou , Ye Tian , Yiming Zhang , Erwin Bente , Weigang Hou , Yu Liu , Siming Chen , Victoria Cao , Lei Guo , Songsui Li , Lianshan Yan , Wei Pan , Dusan Milosevic , Zizheng Cao , A. M. J. Koonen , Huiyun Liu , Xihua Zou

* 16 pages, 8 figures 

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OPP-Miner: Order-preserving sequential pattern mining



Youxi Wu , Qian Hu , Yan Li , Lei Guo , Xingquan Zhu , Xindong Wu


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DBC-Forest: Deep forest with binning confidence screening



Pengfei Ma , Youxi Wu , Yan Li , Lei Guo , Zhao Li


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Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation



Junwei Zhang , Min Gao , Junliang Yu , Lei Guo , Jundong Li , Hongzhi Yin

* 11 pages, 6 figures, CIKM 2021 

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Tri-Branch Convolutional Neural Networks for Top-$k$ Focused Academic Performance Prediction



Chaoran Cui , Jian Zong , Yuling Ma , Xinhua Wang , Lei Guo , Meng Chen , Yilong Yin


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Identification and Adaptation with Binary-Valued Observations under Non-Persistent Excitation Condition



Lantian Zhang , Yanlong Zhao , Lei Guo

* 11 pages, 4 figures, submitted to Automatica 

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DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation



Lei Guo , Li Tang , Tong Chen , Lei Zhu , Quoc Viet Hung Nguyen , Hongzhi Yin

* The 30th International Joint Conference on Artificial Intelligence, 2021 

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