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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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Comprehensive Privacy Analysis on Federated Recommender System against Attribute Inference Attacks



Shijie Zhang , Hongzhi Yin


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Detecting Rumours with Latency Guarantees using Massive Streaming Data



Thanh Tam Nguyen , Thanh Trung Huynh , Hongzhi Yin , Matthias Weidlich , Thanh Thi Nguyen , Thai Son Mai , Quoc Viet Hung Nguyen


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Spatial-Temporal Meta-path Guided Explainable Crime Prediction



Yuting Sun , Tong Chen , Hongzhi Yin

* submitted to Information Fusion 

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On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation



Xin Xia , Hongzhi Yin , Junliang Yu , Qinyong Wang , Guandong Xu , Nguyen Quoc Viet Hung

* To Appear in SIGIR'22 

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Single-shot Embedding Dimension Search in Recommender System



Liang Qu , Yonghong Ye , Ningzhi Tang , Lixin Zhang , Yuhui Shi , Hongzhi Yin


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Thinking inside The Box: Learning Hypercube Representations for Group Recommendation



Tong Chen , Hongzhi Yin , Jing Long , Quoc Viet Hung Nguyen , Yang Wang , Meng Wang

* To appear in SIGIR'22 

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Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations



Yan Zhang , Changyu Li , Ivor W. Tsang , Hui Xu , Lixin Duan , Hongzhi Yin , Wen Li , Jie Shao


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