Search Results for author: Xihan Qin

Found 2 papers, 1 papers with code

Efficient Graph Encoder Embedding for Large Sparse Graphs in Python

no code implementations6 Jun 2024 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 fixed-sized attributes.

Discovering Communication Pattern Shifts in Large-Scale Labeled Networks using Encoder Embedding and Vertex Dynamics

1 code implementation3 May 2023 Cencheng Shen, Jonathan Larson, Ha Trinh, Xihan Qin, Youngser Park, Carey E. Priebe

Analyzing large-scale time-series network data, such as social media and email communications, poses a significant challenge in understanding social dynamics, detecting anomalies, and predicting trends.

Time Series

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