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Shirui Pan

Trustworthy Graph Neural Networks: Aspects, Methods and Trends

May 16, 2022
He Zhang, Bang Wu, Xingliang Yuan, Shirui Pan, Hanghang Tong, Jian Pei

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* 36 pages, 7 tables, 4 figures

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Towards Spatio-Temporal Aware Traffic Time Series Forecasting--Full Version

Apr 05, 2022
Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo, Tung Kieu, Shirui Pan

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* Accepted at ICDE 2022

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MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation

Mar 22, 2022
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Binqiang Zhao, Ziyang Zheng, Shirui Pan

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* This paper has been submitted to KDD 2022 ADS Track

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Paraphrasing Techniques for Maritime QA system

Mar 21, 2022
Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Van Nguyen, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li

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* 8 pages. The first three authors contribute equally

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Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs

Feb 17, 2022
Ming Jin, Yu Zheng, Yuan-Fang Li, Siheng Chen, Bin Yang, Shirui Pan

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* 14 pages, 6 figures, 5 tables

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Graph Neural Networks for Graphs with Heterophily: A Survey

Feb 14, 2022
Xin Zheng, Yixin Liu, Shirui Pan, Miao Zhang, Di Jin, Philip S. Yu

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* 8 pages, 2 figures

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