Vipul Kumar Singh

According to our database, Vipul Kumar Singh authored at least 6 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Leap of FAITH from GNN-to-MLP: Fairness Aware Inference via DisTillation of GrapH Knowledge.

Vipul Kumar Singh, Jyotismita Barman, Sandeep Kumar, Tapan K. Gandhi, Jayadeva

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks.

Vipul Kumar Singh, Sandeep Kumar, Avadhesh Prasad, Jayadeva

IEEE Trans. Signal Process., 2025

REFINE: Enabling Efficient and Trustworthy Modeling of Financial Networks via GNN-to-MLP Knowledge Distillation.

Vipul Kumar Singh, Jyotismita Barman, Sandeep Kumar, Jayadeva

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

2024

CoRE-BOLD: Cross-Domain Robust and Equitable Ensemble for BOLD Signal Analysis.

Vipul Kumar Singh, Jyotismita Barman, Sandeep Kumar, Jayadeva

Proceedings of the Machine Learning for Health, 2024

2022

Deep learning empowered COVID-19 diagnosis using chest CT scan images for collaborative edge-cloud computing platform.

Vipul Kumar Singh, Maheshkumar H. Kolekar

Multim. Tools Appl., 2022

2014

Competency of Monte Carlo and Black-Scholes in pricing Nifty index options: A vis-à-vis study.

Vipul Kumar Singh

Monte Carlo Methods Appl., 2014