4 papers
StatCite: A Large-scale Citation Network Dataset for Statistics and Data Science
Tianang Deng, Tianchen Gao, Rui Pan +1
In this paper, we introduce StatCite, a large-scale citation network dataset covering publications in statistics and data science from 1981 to 2025. The dataset contains 189,101 re…
LLM-powered Real-time Patent Citation Recommendation for Financial Technologies
Tianang Deng, Yu Deng, Tianchen Gao +2
Rapid financial innovation has been accompanied by a sharp increase in patenting activity, making timely and comprehensive prior-art discovery more difficult. This problem is espec…
Bi-SCORE for Weighted Bipartite Networks with Application in Knowledge Source Discovery
Zicheng Xie, Rui Pan, Yan Zhang
Community detection in citation networks offers a powerful approach to understanding knowledge flow and identifying core research areas within academic disciplines. This study focu…
BASIC: Bipartite Assisted Spectral-clustering for Identifying Communities in Large-scale Networks
Tianchen Gao, Jingyuan Liu, Rui Pan +1
Community detection, which focuses on recovering the group structure within networks, is a crucial and fundamental task in network analysis. However, the detection process can be q…