Shayan Mohajer Hamidi

According to our database, Shayan Mohajer Hamidi authored at least 15 papers between 2021 and 2025.

Collaborative distances:

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

2025

A coded knowledge distillation framework for image classification based on adaptive JPEG encoding.

Ahmed H. Salamah, Shayan Mohajer Hamidi, En-Hui Yang

Pattern Recognit., 2025

2024

Fair Wireless Federated Learning Through the Identification of a Common Descent Direction.

Shayan Mohajer Hamidi, Oussama Damen

IEEE Commun. Lett., March, 2024

AdaFed: Fair Federated Learning via Adaptive Common Descent Direction.

Shayan Mohajer Hamidi, En-Hui Yang

Trans. Mach. Learn. Res., 2024

Training Neural Networks on Remote Edge Devices for Unseen Class Classification.

Shayan Mohajer Hamidi

IEEE Signal Process. Lett., 2024

Rate-Constrained Quantization for Communication-Efficient Federated Learning.

Shayan Mohajer Hamidi, Ali Bereyhi

CoRR, 2024

Adversarial Training via Adaptive Knowledge Amalgamation of an Ensemble of Teachers.

Shayan Mohajer Hamidi, Linfeng Ye

CoRR, 2024

Conditional Mutual Information Constrained Deep Learning: Framework and Preliminary Results.

En-Hui Yang, Shayan Mohajer Hamidi, Linfeng Ye, Renhao Tan, Beverly Yang

Proceedings of the IEEE International Symposium on Information Theory, 2024

Fed-IT: Addressing Class Imbalance in Federated Learning through an Information- Theoretic Lens.

Shayan Mohajer Hamidi, Renhao Tan, Linfeng Ye, En-Hui Yang

Proceedings of the IEEE International Symposium on Information Theory, 2024

Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information.

Linfeng Ye, Shayan Mohajer Hamidi, Renhao Tan, En-Hui Yang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Robustness Against Adversarial Attacks Via Learning Confined Adversarial Polytopes.

Shayan Mohajer Hamidi, Linfeng Ye

Proceedings of the IEEE International Conference on Acoustics, 2024

How to Train the Teacher Model for Effective Knowledge Distillation.

Shayan Mohajer Hamidi, Xizhen Deng, Renhao Tan, Linfeng Ye, Ahmed H. Salamah

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Conditional Mutual Information Constrained Deep Learning for Classification.

En-Hui Yang, Shayan Mohajer Hamidi, Linfeng Ye, Renhao Tan, Beverly Yang

CoRR, 2023

2022

A Learning-Based Framework for Locating Faults on Power Grid Lines Based on Distortion of Traveling Waves.

Shayan Mohajer Hamidi, Amir Ameli, Mohsen Ghafouri, Felipe V. Lopes

IEEE Trans. Instrum. Meas., 2022

Over-the-Air Federated Learning Exploiting Channel Perturbation.

Shayan Mohajer Hamidi, Mohammad Mehrabi, Amir K. Khandani, Deniz Gündüz

Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

2021

A Secure Key Sharing Algorithm Exploiting Phase Reciprocity in Wireless Channels.

Shayan Mohajer Hamidi, Amir Keyvan Khandani, Ehsan Bateni

CoRR, 2021