Akhil Singampalli

According to our database, Akhil Singampalli authored at least 6 papers between 2025 and 2026.

Collaborative distances:

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

2026

ARMOR: Adaptive resilience against model poisoning attacks in continual federated learning for mobile indoor localization.

Danish Gufran, Akhil Singampalli, Sudeep Pasricha

Pervasive Mob. Comput., 2026

xKAN: Explainable AI for Smartphone-Based Indoor Localization Using Wi-Fi Fingerprinting.

Akhil Singampalli, Sri Lakshmi Gandraspalli Raja Reddy, Sudeep Pasricha

IEEE Access, 2026

Unified Class and Domain Incremental Learning with Mixture of Experts for Indoor Localization.

Akhil Singampalli, Sudeep Pasricha

Proceedings of the Design, Automation & Test in Europe Conference, 2026

2025

CIELO: Class-Incremental Continual Learning for Overcoming Catastrophic Forgetting With Smartphone-Based Indoor Localization.

Akhil Singampalli, Danish Gufran, Sudeep Pasricha

IEEE Access, 2025

DAILOC: Domain-Incremental Learning for Indoor Localization using Smartphones.

Akhil Singampalli, Danish Gufran, Sudeep Pasricha

Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2025

SAFELOC: Overcoming Data Poisoning Attacks in Heterogeneous Federated Machine Learning for Indoor Localization.

Akhil Singampalli, Danish Gufran, Sudeep Pasricha

Proceedings of the Design, Automation & Test in Europe Conference, 2025