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Learnable Model Augmentation Self-Supervised Learning for Sequential Recommendation



Yongjing Hao , Pengpeng Zhao , Xuefeng Xian , Guanfeng Liu , Deqing Wang , Lei Zhao , Yanchi Liu , Victor S. Sheng


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Exploiting Bi-directional Global Transition Patterns and Personal Preferences for Missing POI Category Identification



Dongbo Xi , Fuzhen Zhuang , Yanchi Liu , Hengshu Zhu , Pengpeng Zhao , Chang Tan , Qing He

* Accepted by Neural Networks. arXiv admin note: text overlap with arXiv:2112.15285 

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Modelling of Bi-directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-in Identification



Dongbo Xi , Fuzhen Zhuang , Yanchi Liu , Jingjing Gu , Hui Xiong , Qing He

* Accepted by AAAI2019 

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Do Multi-Lingual Pre-trained Language Models Reveal Consistent Token Attributions in Different Languages?



Junxiang Wang , Xuchao Zhang , Bo Zong , Yanchi Liu , Wei Cheng , Jingchao Ni , Haifeng Chen , Liang Zhao


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Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-Sentence Dependency Graph



Liyan Xu , Xuchao Zhang , Bo Zong , Yanchi Liu , Wei Cheng , Jingchao Ni , Haifeng Chen , Liang Zhao , Jinho D. Choi

* Accepted to AAAI 2022 

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Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment



Denghui Zhang , Zixuan Yuan , Yanchi Liu , Hao Liu , Fuzhen Zhuang , Hui Xiong , Haifeng Chen


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Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation



Yunyi Li , Pengpeng Zhao , Guanfeng Liu , Yanchi Liu , Victor S. Sheng , Jiajie Xu , Xiaofang Zhou

* 13 pages, 7 figures, 5 tables. Submitted to ICDE 2022 

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