Active research projects across federated learning, autonomous driving, and quantum simulation.
Continual & Incremental Federated Learning
Federated learning framework supporting continual and incremental client participation while preserving model stability and privacy guarantees.
Mamba-based Autonomous Driving
End-to-end autonomous driving stack built on Mamba state-space models for efficient long-horizon perception and planning.
Adaptive Federated Learning
Adaptive aggregation and client-side optimization for federated learning under heterogeneous data and compute.
Quantum Simulator
Quantum qubit simulator for quantum computing research and experimentation. Designed for algorithm prototyping and hybrid quantum-classical workloads.
