QGShap: Quantum Acceleration for Faithful GNN Explanations
QC+AI, AAAI 2026
2025
Quantum Machine Learning | Graph Neural Networks | Explainability
Ph.D. Candidate at NISER exploring Quantum Machine Learning.
I'm a Ph.D. candidate in Computer Science at the National Institute of Science Education and Research (NISER), working under the guidance of Dr. Subhankar Mishra.
My research focuses on Quantum Machine Learning with a particular emphasis on Explainability in Quantum Graph Neural Networks. I'm interested in quantum-enhanced methods for understanding and interpreting complex quantum AI models.
CPET 2022 - Rank 1 in Computer Science (Odisha)
UGC NET (June 2023) - NET Qualified
UGC NET (Dec 2023)
- JRF Qualified
GATE CS (2025)
- Qualified