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MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning


Feb 02, 2023
Yuwei Xia, Mengqi Zhang, Qiang Liu, Shu Wu, Xiao-Yu Zhang

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* EMNLP 2022 Full Paper 

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Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks


Oct 11, 2022
Junfei Wu, Weizhi Xu, Qiang Liu, Shu Wu, Liang Wang

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* 12 pages; in submission to IEEE TKDE. arXiv admin note: substantial text overlap with arXiv:2201.06885 

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Improving Molecular Pretraining with Complementary Featurizations


Sep 29, 2022
Yanqiao Zhu, Dingshuo Chen, Yuanqi Du, Yingze Wang, Qiang Liu, Shu Wu

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* 24 pages, work in progress 

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RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring


Jun 01, 2022
Qiang Liu, Yingtao Luo, Shu Wu, Zhen Zhang, Xiangnan Yue, Hong Jin, Liang Wang

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* Accepted by IEEE TKDE 

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A Survey on Deep Graph Generation: Methods and Applications


Mar 13, 2022
Yanqiao Zhu, Yuanqi Du, Yinkai Wang, Yichen Xu, Jieyu Zhang, Qiang Liu, Shu Wu

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* Work in progress, in submission to IJCAI 2022 (Survey Track) 

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Evidence-aware Fake News Detection with Graph Neural Networks


Feb 08, 2022
Weizhi Xu, Junfei Wu, Qiang Liu, Shu Wu, Liang Wang

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* Accepted by TheWebConf 2022 

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Mining Fine-grained Semantics via Graph Neural Networks for Evidence-based Fake News Detection


Jan 18, 2022
Weizhi Xu, Junfei Wu, Qiang Liu, Shu Wu, Liang Wang

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* Accepted by TheWebConf 2022 

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Latent Structures Mining with Contrastive Modality Fusion for Multimedia Recommendation


Nov 01, 2021
Jinghao Zhang, Yanqiao Zhu, Qiang Liu, Mengqi Zhang, Shu Wu, Liang Wang

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* 12 pages; in submission to IEEE TKDE. arXiv admin note: substantial text overlap with arXiv:2104.09036 

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Relation-aware Heterogeneous Graph for User Profiling


Oct 14, 2021
Qilong Yan, Yufeng Zhang, Qiang Liu, Shu Wu, Liang Wang

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* CIKM2021 Accepted 

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An Empirical Study of Graph Contrastive Learning


Sep 02, 2021
Yanqiao Zhu, Yichen Xu, Qiang Liu, Shu Wu

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* Work in progress. Open-sourced library at https://github.com/GraphCL/PyGCL 

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