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Multimodal-Boost: Multimodal Medical Image Super-Resolution using Multi-Attention Network with Wavelet Transform


Oct 22, 2021
Farah Deeba, Fayaz Ali Dharejo, Muhammad Zawish, Yuanchun Zhou, Kapal Dev, Sunder Ali Khowaja, Nawab Muhammad Faseeh Qureshi

* 14 pages, 12 Figures, and 3 Tables. Submitted to IEEE/ACM TCBB 

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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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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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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

* AAAI 2021 

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Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion


Dec 13, 2020
Ziyue Qiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou

* 2 pages, accepted by AAAI-21 student abstract and poster program 

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Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning


Sep 21, 2020
Ziyue Qiao, Pengyang Wang, Yanjie Fu, Yi Du, Pengfei Wang, Yuanchun Zhou

* accepted by ICDM 2020 as regular paper 

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Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval


Sep 25, 2014
Liang Wu, Hui Xiong, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Yuanchun Zhou, Jianhui Li

* to appear in IEEE International Conference on Data Mining (ICDM), Shen Zhen, China, December 2014 

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