3 papers
cs.SI2026
Structural Diversity Drives Disruptive Scientific Innovation
Yichun Peng, Saike He, Peijie Zhang +6
Scientific innovation increasingly depends on collaboration, yet the organizational structure that fosters breakthrough ideas remains poorly understood. Existing metrics - such as…
cs.DL2020
Neural Embeddings of Scholarly Periodicals Reveal Complex Disciplinary Organizations
Hao Peng, Qing Ke, Ceren Budak +2
Understanding the structure of knowledge domains is one of the foundational challenges in science of science. Here, we propose a neural embedding technique that leverages the infor…
physics.soc-ph2019
Network Modularity Controls the Speed of Information Diffusion
Hao Peng, Azadeh Nematzadeh, Daniel M. Romero +1
The rapid diffusion of information and the adoption of social behaviors are of critical importance in situations as diverse as collective actions, pandemic prevention, or advertisi…