11 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 1 cited
Efficient Graph Encoder Embedding for Large Sparse Graphs in Python
Xihan Qin, Cencheng Shen
Graph is a ubiquitous representation of data in various research fields, and graph embedding is a prevalent machine learning technique for capturing key features and generating fix…
cs.SI2023★ 11 cited
Discovering Communication Pattern Shifts in Large-Scale Labeled Networks using Encoder Embedding and Vertex Dynamics
Cencheng Shen, Jonathan Larson, Ha Trinh +3
Analyzing large-scale time-series network data, such as social media and email communications, poses a significant challenge in understanding social dynamics, detecting anomalies,…