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Topology-Imbalance Learning for Semi-Supervised Node Classification

Oct 08, 2021
Deli Chen, Yankai Lin, Guangxiang Zhao, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun

* Accepted By NeurIPS 2021 

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Accelerating Pre-trained Language Models via Calibrated Cascade

Dec 29, 2020
Lei Li, Yankai Lin, Shuhuai Ren, Deli Chen, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun

* Preprint 

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Distance-wise Graph Contrastive Learning

Dec 14, 2020
Deli Chen, Yanyai Lin, Lei Li, Xuancheng Ren. Peng Li, Jie Zhou, Xu Sun

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Improving Node Classification by Co-training Node Pair Classification: A Novel Training Framework for General Graph Neural Networks

Nov 10, 2019
Deli Chen, Xiaoqian Liu, Yankai Lin, Peng Li, Jie Zhou, Qi Su, Xu Sun

* 8 pages 

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Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction

Oct 11, 2019
Deli Chen, Shuming ma, Keiko Harimoto, Ruihan Bao, Qi Su, Xu Sun

* Accepted by 2th ECONLP workshop in EMNLP2019 

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Recursive Graphical Neural Networks for Text Classification

Sep 18, 2019
Wei Li, Shuheng Li, Shuming Ma, Yancheng He, Deli Chen, Xu Sun

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Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View

Sep 07, 2019
Deli Chen, Yankai Lin, Wei Li, Peng Li, Jie Zhou, Xu Sun

* 8 pages, 7 Figures and 5 Tables 

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Identifying High-Quality Chinese News Comments Based on Multi-Target Text Matching Model

Aug 22, 2018
Deli Chen, Shuming Ma, Pengcheng Yang, Xu Sun

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