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cs.LG2022
A Node-collaboration-informed Graph Convolutional Network for Precise Representation to Undirected Weighted Graphs
Ying Wang, Ye Yuan, Xin Luo
An undirected weighted graph (UWG) is frequently adopted to describe the interactions among a solo set of nodes from real applications, such as the user contact frequency from a so…
cs.LG2022
Dynamic Loss For Robust Learning
Shenwang Jiang, Jianan Li, Jizhou Zhang +2
Label noise and class imbalance commonly coexist in real-world data. Previous works for robust learning, however, usually address either one type of the data biases and underperfor…