/CNPP

Implementation of "Coupled Point Process-based Sequence Modeling for Privacy-preserving Network Alignment"

Primary LanguagePython

CNPP

The official github for IJCAI 2023 paper "Coupled Point Process-based Sequence Modeling for Privacy-preserving Network Alignment"

Dependencies

  • Python 3.9.7
  • PyTorch 1.11.0
  • networkx
  • scipy
  • numpy
  • matplotlib

Run the code

  1. Generate event sequences according to the network structure (simulator/simulator.py)
  2. Get an intensity-based prior of alignment matrix (simulator/get_prior.py)
  3. Run our sequential behavior-driven network alignment method (CNPP-SAHP/main.py or CNPP-THP/main.py)