Publication

Yifang Wang, Yifan Qian, Xiaoyu Qi, Yian Yin, Shengqi Dang, Ziqing Qian, Benjamin F. Jones, Nan Cao, Dashun Wang (2026). Visualizing the Broad Impact of Science and Science Funding with Funding the Frontier (Accepted in Principle). Nature Human Behaviour.
PDF Source Document Link DOI
Yifan Qian, Zhe Wen, Alexander C. Furnas, Yue Bai, Erzhuo Shao, Dashun Wang (2026). The Rise of Large Language Models and the Direction and Impact of US Federal Research Funding. PNAS.
PDF Source Document DOI
Yifang Wang, Rui Sheng, Erzhuo Shao, Yifan Qian, Haotian Li, Nan Cao, Dashun Wang (2026). Figures as Interfaces: Toward LLM-Native Artifacts for Scientific Discovery. arXiv.
PDF Source Document Link DOI
Erzhuo Shao, Yifang Wang i, Yifan Qian i, Zhenyu Pan, Han Liu, Dashun Wang (2025). SciSciGPT: Advancing Human-AI Collaboration in the Science of Science. Nature Computational Science.
PDF Code Source Document Video DOI
Giorgio Tripodi i, Xiang Zheng i, Yifan Qian i, Dakota Murray, Benjamin F. Jones, Chaoqun Ni, Dashun Wang (2025). Tenure and Research Trajectories. PNAS.
PDF Source Document DOI
Yifang Wang, Yifan Qian, Xiaoyu Qi, Nan Cao, Dashun Wang (2023). InnovationInsights: A Visual Analytics Approach for Understanding the Dual Frontiers of Science and Technology. TVCG.
PDF Source Document
Yifan Qian (2021). Network science, big data analytics, and deep learning: An interdisciplinary approach to the study of citation, social and collaboration networks.
URL
Yifan Qian, Paul Expert, Pietro Panzarasa, Mauricio Barahona (2021). Geometric graphs from data to aid classification tasks with graph convolutional networks. Patterns.
PDF Source Document DOI
Yifan Qian, Paul Expert, Tom Rieu, Pietro Panzarasa, Mauricio Barahona (2021). Quantifying the alignment of graph and features in deep learning. TNNLS.
PDF 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