Saeed Vahidian

According to our database, Saeed Vahidian authored at least 29 papers between 2014 and 2024.

Collaborative distances:

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

2024

Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks.

Saeed Vahidian, Mahdi Morafah, Chen Chen, Mubarak Shah, Bill Lin

IEEE Trans. Artif. Intell., March, 2024

Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning.

Vyacheslav Kungurtsev, Yuanfang Peng, Jianyang Gu, Saeed Vahidian, Anthony Quinn, Fadwa Idlahcen, Yiran Chen

CoRR, 2024

Group Distributionally Robust Dataset Distillation with Risk Minimization.

Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen

CoRR, 2024

Towards Building The Federatedgpt: Federated Instruction Tuning.

Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen

Proceedings of the IEEE International Conference on Acoustics, 2024

Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents.

Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen

Proceedings of the Computer Vision - ECCV 2024, 2024

Exploring the Impact of Dataset Bias on Dataset Distillation.

Yao Lu, Jianyang Gu, Xuguang Chen, Saeed Vahidian, Qi Xuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Efficient Dataset Distillation via Minimax Diffusion.

Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

On Distributed Learning Techniques for Machine Learning

Saeed Vahidian

PhD thesis, 2023

Towards Building the Federated GPT: Federated Instruction Tuning.

Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Guoyin Wang, Yiran Chen

CoRR, 2023

CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction.

Umar Khalid, Hasan Iqbal, Saeed Vahidian, Jing Hua, Chen Chen

IROS, 2023

When Do Curricula Work in Federated Learning?

Saeed Vahidian, Sreevatsank Kadaveru, Woonjoon Baek, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces.

Saeed Vahidian, Mahdi Morafah, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Neural Routing in Meta Learning.

Jicang Cai, Saeed Vahidian, Weijia Wang, Mohsen Joneidi, Bill Lin

CoRR, 2022

FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution.

Mahdi Morafah, Saeed Vahidian, Weijia Wang, Bill Lin

CoRR, 2022

Spectrum Pursuit With Residual Descent for Column Subset Selection Problem: Theoretical Guarantees and Applications in Deep Learning.

Saeed Vahidian, Mohsen Joneidi, Ashkan Esmaeili, Siavash Khodadadeh, Sharare Zehtabian, Bill Lin

IEEE Access, 2022

2021

Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models.

Siavash Khodadadeh, Sharare Zehtabian, Saeed Vahidian, Weijia Wang, Bill Lin, Ladislau Bölöni

Proceedings of the 9th International Conference on Learning Representations, 2021

Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity.

Saeed Vahidian, Mahdi Morafah, Bill Lin

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems Workshops, 2021

2020

Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples.

Saeed Vahidian, Baharan Mirzasoleiman, Alexander Cloninger

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds.

Mohsen Joneidi, Saeed Vahidian, Ashkan Esmaeili, Weijia Wang, Nazanin Rahnavard, Bill Lin, Mubarak Shah

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Data Sampling for Graph Based Unsupervised Learning: Convex and Greedy Optimization.

Saeed Vahidian, Alexander Cloninger, Baharan Mirzasoleiman

CoRR, 2019

On the Security Analysis of a Cooperative Incremental Relaying Protocol in the Presence of an Active Eavesdropper.

Saeed Vahidian, Sajad Hatamnia, Benoît Champagne

IEEE Access, 2019

2017

Bidirectional AF Relaying With Underlay Spectrum Sharing in Cognitive Radio Networks.

Saeed Vahidian, Ehsan Soleimani-Nasab, Sonia Aïssa, Mahmoud Ahmadian-Attari

IEEE Trans. Veh. Technol., 2017

Network-Coded Two-Way Relaying in Spectrum-Sharing Systems With Quality-of-Service Requirements.

Sajad Hatamnia, Saeed Vahidian, Sonia Aïssa, Benoît Champagne, Mahmoud Ahmadian-Attari

IEEE Trans. Veh. Technol., 2017

A framework for super-resolution of scalable video via sparse reconstruction of residual frames.

Mohammad Hossein Moghaddam, Mohammad Javad Azizipour, Saeed Vahidian, Besma Smida

Proceedings of the 2017 IEEE Military Communications Conference, 2017

Power allocation and cooperative diversity in two-way non-regenerative cognitive radio networks.

Saeed Vahidian, Maryam Najafi, Marzieh Najafi, Fawaz S. Al-Qahtani

Proceedings of the IEEE International Conference on Communications, 2017

A novel low-complexity framework in ultra-wideband imaging for breast cancer detection.

Yasaman Ettefagh, Mohammad Hossein Moghaddam, Saeed Vahidian

Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

2015

Multi-Hop Cooperative Communication Technique for Cognitive DF and AF Relay Networks.

Marzieh Najafi, Mehrdad Ardebilipour, Ehsan Soleimani-Nasab, Saeed Vahidian

Wirel. Pers. Commun., 2015

Relay Selection for Security-Constrained Cooperative Communication in the Presence of Eavesdropper's Overhearing and Interference.

Saeed Vahidian, Sonia Aïssa, Sajad Hatamnia

IEEE Wirel. Commun. Lett., 2015

2014

Performance analysis of two-way decode-and-forward relaying in the presence of co-channel interferences.

S. Hataminia, Saeed Vahidian, MohammadAli Mohammadi, Mahmoud Ahmadian-Attari

IET Commun., 2014