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Customized Conversational Recommender Systems


Jun 30, 2022
Shuokai Li, Yongchun Zhu, Ruobing Xie, Zhenwei Tang, Zhao Zhang, Fuzhen Zhuang, Qing He, Hui Xiong

* Accepted by ECML-PKDD 2022 

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Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction


Jun 30, 2022
Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong


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Interventional Contrastive Learning with Meta Semantic Regularizer


Jun 29, 2022
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong

* Accepted by ICML 2022 

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Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting


Jun 28, 2022
Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong


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Detect Professional Malicious User with Metric Learning in Recommender Systems


May 19, 2022
Yuanbo Xu, Yongjian Yang, En Wang, Fuzhen Zhuang, Hui Xiong

* Accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE) 

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Feature and Instance Joint Selection: A Reinforcement Learning Perspective


May 12, 2022
Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu

* Accepted by IJCAI-ECAI 2022 

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Reinforced Imitative Graph Learning for Mobile User Profiling


Mar 13, 2022
Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes

* TKDE Under Review 

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MetAug: Contrastive Learning via Meta Feature Augmentation


Mar 10, 2022
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong


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Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation


Mar 08, 2022
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong

* Accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE) 2022; Refer to https://ieeexplore.ieee.org/document/9540279 

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Hyperbolic Graph Neural Networks: A Review of Methods and Applications


Feb 28, 2022
Menglin Yang, Min Zhou, Zhihao Li, Jiahong Liu, Lujia Pan, Hui Xiong, Irwin King


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