SCSA Research GroupSCSA Research LabJunaid Akram
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COMSATS Supervision Topic·Supervisor: Dr. Junaid Akram

Open Supervision Topic

FutureFA24-RCS-017MS Computer Science

Empowering a Graph Neural Network for Feature Envy Detection and Refactorization

Future / MS research thesis modeling code program dependence graphs (PDG) and abstract syntax trees (AST) into Graph Neural Networks to automate Feature Envy detection and method relocation refactoring.

Graph Neural NetworksProgram Dependence GraphsAutomated Refactoring
Availability

Open for BS SupervisionCOMSATS University Islamabad, Lahore

Supervision

Dr. Junaid AkramLead Supervisor

Institution

Code Smell & Graph LearningCOMSATS University Islamabad, Lahore Campus

Supervision prerequisites

Recommended Prerequisites

Strong programming and software engineering skills.

PythonPyTorch GeometricJoern / Code Graph APISpoon

Source & Verification

Official Listing Details

Source: Official COMSATS Supervision Listing

Last Verified: July 2026