Publications

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 DOI

Yifan Qian, Paul Expert, Pietro Panzarasa, Mauricio Barahona (2020). Geometric graphs from data to aid classification tasks with graph convolutional networks. arXiv preprint arXiv:2005.04081 Revise & Resubmit to Cell Patterns.

PDF Code Dataset Video

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.