Danish Gufran

According to our database, Danish Gufran authored at least 12 papers between 2022 and 2025.

Collaborative distances:

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

2025

GATE: Graph Attention Neural Networks with Real-Time Edge Construction for Robust Indoor Localization using Mobile Embedded Devices.

Danish Gufran, Sudeep Pasricha

CoRR, July, 2025

Towards Explainable Indoor Localization: Interpreting Neural Network Learning on Wi-Fi Fingerprints Using Logic Gates.

Danish Gufran, Sudeep Pasricha

CoRR, June, 2025

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

Akhil Singampalli, Danish Gufran, Sudeep Pasricha

CoRR, June, 2025

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

Akhil Singampalli, Danish Gufran, Sudeep Pasricha

IEEE Access, 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

2024

SENTINEL: Securing Indoor Localization Against Adversarial Attacks With Capsule Neural Networks.

Danish Gufran, Pooja Anandathirtha, Sudeep Pasricha

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

SANGRIA: Stacked Autoencoder Neural Networks With Gradient Boosting for Indoor Localization.

Danish Gufran, Saideep Tiku, Sudeep Pasricha

IEEE Embed. Syst. Lett., June, 2024

CALLOC: Curriculum Adversarial Learning for Secure and Robust Indoor Localization.

Danish Gufran, Sudeep Pasricha

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

FedHIL: Heterogeneity Resilient Federated Learning for Robust Indoor Localization with Mobile Devices.

Danish Gufran, Sudeep Pasricha

ACM Trans. Embed. Comput. Syst., October, 2023

STELLAR: Siamese Multi-Headed Attention Neural Networks for Overcoming Temporal Variations and Device Heterogeneity with Indoor Localization.

Danish Gufran, Saideep Tiku, Sudeep Pasricha

CoRR, 2023

VITAL: Vision Transformer Neural Networks for Accurate Smartphone Heterogeneity Resilient Indoor Localization.

Danish Gufran, Saideep Tiku, Sudeep Pasricha

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Multi-Head Attention Neural Network for Smartphone Invariant Indoor Localization.

Saideep Tiku, Danish Gufran, Sudeep Pasricha

Proceedings of the 12th IEEE International Conference on Indoor Positioning and Indoor Navigation, 2022