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Exploring the Learning Difficulty of Data Theory and Measure



Weiyao Zhu , Ou Wu , Fengguang Su , Yingjun Deng


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Tackling the Imbalance for GNNs



Rui Wang , Weixuan Xiong , Qinghu Hou , Ou Wu


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Which Samples Should be Learned First: Easy or Hard?



Xiaoling Zhou , Ou Wu

* 32 pages,21 figures 

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Compensation Learning



Rujing Yao , Mengyang Li , Ou Wu


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A Mathematical Foundation for Robust Machine Learning based on Bias-Variance Trade-off



Ou Wu , Weiyao Zhu , Yingjun Deng , Haixiang Zhang , Qinghu Hou


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Improving the Expressive Power of Graph Neural Network with Tinhofer Algorithm



Alan J. X. Guo , Qing-Hu Hou , Ou Wu


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AI Marker-based Large-scale AI Literature Mining



Rujing Yao , Yingchun Ye , Ji Zhang , Shuxiao Li , Ou Wu


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Method and Dataset Entity Mining in Scientific Literature: A CNN + Bi-LSTM Model with Self-attention



Linlin Hou , Ji Zhang , Ou Wu , Ting Yu , Zhen Wang , Zhao Li , Jianliang Gao , Yingchun Ye , Rujing Yao


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