Publications

Yifan Qian, Paul Expert, Pietro Panzarasa, Mauricio Barahona (2021). Geometric graphs from data to aid classification tasks with graph convolutional networks. Patterns Cell Press.

PDF Code Dataset Video Source Document DOI

Yifan Qian, Paul Expert, Tom Rieu, Pietro Panzarasa, Mauricio Barahona (2021). Quantifying the alignment of graph and features in deep learning. IEEE Transactions on Neural Networks and Learning Systems.

PDF Code Dataset Source Document DOI

Yifan Qian, Wenge Rong, Nan Jiang, Jie Tang, Zhang Xiong (2017). Citation regression analysis of computer science publications in different ranking categories and subfields. Scientometrics.

PDF Source Document DOI