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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 MixUp Multi-label Classification with Imbalanced Interdisciplinary Research Proposals


Sep 28, 2022
Meng Xiao, Min Wu, Ziyue Qiao, Zhiyuan Ning, Yi Du, Yanjie Fu, Yuanchun Zhou

* Under review of Machine Learning. arXiv admin note: text overlap with arXiv:2209.13519 

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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

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

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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

* 11 pages with 2 appendix, 13 figures 

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


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

* 10 pages, Accepted as regular paper by ICDM 2021 

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Data Augmentation for Graph Convolutional Network on Semi-Supervised Classification


Jun 16, 2021
Zhengzheng Tang, Ziyue Qiao, Xuehai Hong, Yang Wang, Fayaz Ali Dharejo, Yuanchun Zhou, Yi Du

* 16 pages, 6 figures,APWeb-WAIM 2021: The 5th APWeb-WAIM International Joint Conference on Web and Big Data 

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TWIST-GAN: Towards Wavelet Transform and Transferred GAN for Spatio-Temporal Single Image Super Resolution


Apr 20, 2021
Fayaz Ali Dharejo, Farah Deeba, Yuanchun Zhou, Bhagwan Das, Munsif Ali Jatoi, Muhammad Zawish, Yi Du, Xuezhi Wang

* Accepted: ACM TIST (10-03-2021) 

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LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding


Mar 04, 2021
Zhiyuan Ning, Ziyue Qiao, Hao Dong, Yi Du, Yuanchun Zhou

* Accepted by PAKDD 2021 

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