27 citations · 56 across the 11 of their papers we have counts for
5 papers · 1 filter
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…
Complicating the Social Networks for Better Storytelling: An Empirical Study of Chinese Historical Text and Novel
Chenhan Zhang
Digital humanities is an important subject because it enables developments in history, literature, and films. In this paper, we perform an empirical study of a Chinese historical t…
Research Leadership Flow Determinants and the Role of Proximity in Research Collaborations Networks
He Chaocheng, Wu Jiang, Zhang Qingpeng
Characterizing the leadership in research is important to revealing the interaction pattern and organizational structure through research collaboration. This research defines the l…
Unsupervised Euclidean Distance Attack on Network Embedding
Shanqing Yu, Jun Zheng, Jinhuan Wang +6
Considering the wide application of network embedding methods in graph data mining, inspired by the adversarial attack in deep learning, this paper proposes a Genetic Algorithm (GA…
E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction
Jinyin Chen, Jian Zhang, Xuanheng Xu +4
Predicting the potential relations between nodes in networks, known as link prediction, has long been a challenge in network science. However, most studies just focused on link pre…