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Graph Soft-Contrastive Learning via Neighborhood Ranking


Sep 28, 2022
Zhiyuan Ning, Pengfei Wang, Pengyang Wang, Ziyue Qiao, Wei Fan, Denghui Zhang, Yi Du, Yuanchun Zhou

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Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification


Sep 16, 2022
Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, Yuanchun Zhou

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* Under Review of TKDE. arXiv admin note: substantial text overlap with arXiv:2203.10922 

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Semi-supervised Drifted Stream Learning with Short Lookback


May 25, 2022
Weijieying Ren, Pengyang Wang, Xiaolin Li, Charles E. Hughes, Yanjie Fu

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* To appear in KDD 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

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* TKDE Under Review 

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Who Should Review Your Proposal? Interdisciplinary Topic Path Detection for Research Proposals


Mar 07, 2022
Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Dong Li, Yuanchun Zhou

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* 11 pages with 2 appendix, 13 figures 

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Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation


Dec 26, 2021
Dongjie Wang, Yanjie Fu, Kunpeng Liu, Fanglan Chen, Pengyang Wang, Chang-Tien Lu

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* arXiv admin note: text overlap with arXiv:2008.09912 

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RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training


Oct 08, 2021
Ziyue Qiao, Yanjie Fu, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou

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Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning


Sep 22, 2021
Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu

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* SIGSPATIAL 2021 

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Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification


Sep 15, 2021
Meng Xiao, Ziyue Qiao, Yanjie Fu, Yi Du, Pengyang Wang

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* 10 pages, Accepted as regular paper by ICDM 2021 

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Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective


Jan 07, 2021
Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles Hughes, Yanjie Fu

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* AAAI 2021 

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