Publications

Yifang Wang, Yifan Qian, Xiaoyu Qi, Nan Cao, Dashun Wang (2023). InnovationInsights: A Visual Analytics Approach for Understanding the Dual Frontiers between Science and Technology. IEEE Transactions on Visualization and Computer Graphics.

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Yifan Qian (2021). Network science, big data analytics, and deep learning: An interdisciplinary approach to the study of citation, social and collaboration networks. Queen Mary University of London.

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

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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.

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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.

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