Shayan Mohajer Hamidi

According to our database, Shayan Mohajer Hamidi authored at least 24 papers between 2021 and 2025.

Collaborative distances:

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

2025

Over-the-Air Fair Federated Learning via Multi-Objective Optimization.

Shayan Mohajer Hamidi, Ali Bereyhi, Saba Asaad, H. Vincent Poor

IEEE Commun. Lett., July, 2025

Information-Guided Diffusion Sampling for Dataset Distillation.

Linfeng Ye, Shayan Mohajer Hamidi, Guang Li, Takahiro Ogawa, Miki Haseyama, Konstantinos N. Plataniotis

CoRR, July, 2025

Coded Deep Learning: Framework and Algorithm.

En-Hui Yang, Shayan Mohajer Hamidi

CoRR, January, 2025

Conditional Mutual Information Based Diffusion Posterior Sampling for Solving Inverse Problems.

Shayan Mohajer Hamidi, En-Hui Yang

CoRR, January, 2025

Towards Undistillable Models by Minimizing Conditional Mutual Information.

Linfeng Ye, Shayan Mohajer Hamidi, En-Hui Yang

Trans. Mach. Learn. Res., 2025

Distributed Quasi-Newton Method for Fair and Fast Federated Learning.

Shayan Mohajer Hamidi, Linfeng Ye

Trans. Mach. Learn. Res., 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

Second-Order Wireless Federated Leaning via Nonparametric Hessian Estimation.

Shayan Mohajer Hamidi, Ali Bereyhi

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Rate-Constrained Quantization for Communication-Efficient Federated Learning.

Shayan Mohajer Hamidi, Ali Bereyhi

Proceedings of the 2025 IEEE International Conference on Acoustics, 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

Enhancing Diffusion Models for Inverse Problems with Covariance-Aware Posterior Sampling.

Shayan Mohajer Hamidi, En-Hui Yang

CoRR, 2024

GP-FL: Model-Based Hessian Estimation for Second-Order Over-the-Air Federated Learning.

Shayan Mohajer Hamidi, Ali Bereyhi, Saba Asaad, H. Vincent Poor

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