19 citations · 82 across the 31 of their papers we have counts for
14 papers · 1 filter
Scientific X-ray
Qi Li, Xinbing Wang, Luoyi Fu +1
The rapid development of modern science and technology has spawned rich scientific topics to research and endless production of literature in them. Just like X-ray imaging in medic…
On the Similarity between von Neumann Graph Entropy and Structural Information: Interpretation, Computation, and Applications
Xuecheng Liu, Luoyi Fu, Xinbing Wang +1
The von Neumann graph entropy is a measure of graph complexity based on the Laplacian spectrum. It has recently found applications in various learning tasks driven by networked dat…
Overlapping Community Detection in Temporal Text Networks
Shuhan Yan, Yuting Jia, Xinbing Wang
Analyzing the groups in the network based on same attributes, functions or connections between nodes is a way to understand network information. The task of discovering a series of…
Neighborhood Matters: Influence Maximization in Social Networks with Limited Access
Chen Feng, Luoyi Fu, Bo Jiang +4
Influence maximization (IM) aims at maximizing the spread of influence by offering discounts to influential users (called seeding). In many applications, due to user's privacy conc…
Can We `Feel' the Temperature of Knowledge? Modelling Scientific Popularity Dynamics via Thermodynamics
Luoyi Fu, Dongrui Lu, Qi Li +2
Just like everything in the nature, scientific topics flourish and perish. While existing literature well captures article's life-cycle via citation patterns, little is known about…
Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning
Haiwen Wang, Ruijie Wang, Chuan Wen +4
Author name ambiguity causes inadequacy and inconvenience in academic information retrieval, which raises the necessity of author name disambiguation (AND). Existing AND methods ca…