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Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection


Dec 12, 2021
Zekun Li, Runyu Guan, Qianmu Yu, Yao-Yi Chiang, Craig A. Knoblock


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An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images


Dec 03, 2021
Zekun Li, Yao-Yi Chiang, Sasan Tavakkol, Basel Shbita, Johannes H. Uhl, Stefan Leyk, Craig A. Knoblock

* 10.1145/3394486.3403381 

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SDTP: Semantic-aware Decoupled Transformer Pyramid for Dense Image Prediction


Sep 18, 2021
Zekun Li, Yufan Liu, Bing Li, Weiming Hu, Kebin Wu, Pei Wang


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GraphFM: Graph Factorization Machines for Feature Interaction Modeling


May 25, 2021
Zekun Li, Shu Wu, Zeyu Cui, Xiaoyu Zhang

* work in progress 

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DyGCN: Dynamic Graph Embedding with Graph Convolutional Network


Apr 07, 2021
Zeyu Cui, Zekun Li, Shu Wu, Xiaoyu Zhang, Qiang Liu, Liang Wang, Mengmeng Ai

* 21 pages, 5 figures, submitted to TOIS 

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A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning


Feb 07, 2021
Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen

* To appear in Medical Image Analysis 

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PoP-Net: Pose over Parts Network for Multi-Person 3D Pose Estimation from a Depth Image


Dec 12, 2020
Yuliang Guo, Zhong Li, Zekun Li, Xiangyu Du, Shuxue Quan, Yi Xu


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Cold-start Sequential Recommendation via Meta Learner


Dec 10, 2020
Yujia Zheng, Siyi Liu, Zekun Li, Shu Wu

* Accepted at AAAI 2021 

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Heterogeneous Graph Collaborative Filtering


Nov 18, 2020
Zekun Li, Yujia Zheng, Shu Wu, Xiaoyu Zhang, Liang Wang


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DGTN: Dual-channel Graph Transition Network for Session-based Recommendation


Sep 21, 2020
Yujia Zheng, Siyi Liu, Zekun Li, Shu Wu

* Accepted at ICDMW 2020 

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Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction


Oct 12, 2019
Zekun Li, Zeyu Cui, Shu Wu, Xiaoyu Zhang, Liang Wang

* 10 pages, accepted by the 2019 Conference on Information and Knowledge Management (CIKM-2019) 

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Semi-supervised Compatibility Learning Across Categories for Clothing Matching


Jul 31, 2019
Zekun Li, Zeyu Cui, Shu Wu, Xiaoyu Zhang, Liang Wang

* 6 pages, 4 figures, accepted by ICME2019 

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Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks


Feb 21, 2019
Zeyu Cui, Zekun Li, Shu Wu, Xiaoyu Zhang, Liang Wang

* 11 pages, accepted by the 2019 World Wide Web Conference (WWW-2019) 

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