Saeed Vahidian

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 34

Top Topics

Unsupervised Learning

Cognitive Radio

Data Distribution

Breast Cancer Detection

Top Venues

IEEE Trans. Veh. Technol.

Publications

Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
Group Distributionally Robust Dataset Distillation with Risk Minimization. CoRR (2024)
Saeed Vahidian, Mahdi Morafah, Chen Chen, Mubarak Shah, Bill Lin
Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks. IEEE Trans. Artif. Intell. 5 (3) (2024)
Yao Lu, Jianyang Gu, Xuguang Chen, Saeed Vahidian, Qi Xuan
Exploring the Impact of Dataset Bias on Dataset Distillation. CoRR (2024)
Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen
Towards Building The Federatedgpt: Federated Instruction Tuning. ICASSP (2024)
Saeed Vahidian, Mahdi Morafah, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin
Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces. AAAI (2023)
Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Guoyin Wang, Yiran Chen
Towards Building the Federated GPT: Federated Instruction Tuning. CoRR (2023)
Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen
Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. CoRR (2023)
Umar Khalid, Hasan Iqbal, Saeed Vahidian, Jing Hua, Chen Chen
CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction. CoRR (2023)
Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen
Efficient Dataset Distillation via Minimax Diffusion. CoRR (2023)
Umar Khalid, Hasan Iqbal, Saeed Vahidian, Jing Hua, Chen Chen
CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction. IROS (2023)
Saeed Vahidian, Sreevatsank Kadaveru, Woonjoon Baek, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin
When Do Curricula Work in Federated Learning? ICCV (2023)
Mahdi Morafah, Saeed Vahidian, Weijia Wang, Bill Lin
FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution. CoRR (2022)
Jicang Cai, Saeed Vahidian, Weijia Wang, Mohsen Joneidi, Bill Lin
Neural Routing in Meta Learning. CoRR (2022)
Saeed Vahidian, Mahdi Morafah, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin
Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces. CoRR (2022)
Saeed Vahidian, Sreevatsank Kadaveru, Woonjoon Baek, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin
When Do Curricula Work in Federated Learning? CoRR (2022)
Mahdi Morafah, Saeed Vahidian, Chen Chen, Mubarak Shah, Bill Lin
Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks. CoRR (2022)
Saeed Vahidian, Mohsen Joneidi, Ashkan Esmaeili, Siavash Khodadadeh, Sharare Zehtabian, Bill Lin
Spectrum Pursuit With Residual Descent for Column Subset Selection Problem: Theoretical Guarantees and Applications in Deep Learning. IEEE Access 10 (2022)
Siavash Khodadadeh, Sharare Zehtabian, Saeed Vahidian, Weijia Wang, Bill Lin, Ladislau Bölöni
Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models. ICLR (2021)
Saeed Vahidian, Mahdi Morafah, Bill Lin
Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity. CoRR (2021)
Saeed Vahidian, Mahdi Morafah, Bill Lin
Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity. ICDCS Workshops (2021)
Siavash Khodadadeh, Sharare Zehtabian, Saeed Vahidian, Weijia Wang, Bill Lin, Ladislau Bölöni
Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models. CoRR (2020)
Saeed Vahidian, Baharan Mirzasoleiman, Alexander Cloninger
Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples. UAI (2020)
Mohsen Joneidi, Saeed Vahidian, Ashkan Esmaeili, Weijia Wang, Nazanin Rahnavard, Bill Lin, Mubarak Shah
Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds. CVPR (2020)
Saeed Vahidian, Alexander Cloninger, Baharan Mirzasoleiman
Data Sampling for Graph Based Unsupervised Learning: Convex and Greedy Optimization. CoRR (2019)
Saeed Vahidian, Sajad Hatamnia, Benoît Champagne
On the Security Analysis of a Cooperative Incremental Relaying Protocol in the Presence of an Active Eavesdropper. IEEE Access 7 (2019)
Saeed Vahidian, Sajad Hatamnia, Benoît Champagne
On the Security Analysis of a Cooperative Incremental Relaying Protocol in the Presence of an Active Eavesdropper. CoRR (2018)
Yasaman Ettefagh, Mohammad Hossein Moghaddam, Saeed Vahidian
A novel low-complexity framework in ultra-wideband imaging for breast cancer detection. BIBE (2017)
Saeed Vahidian, Maryam Najafi, Marzieh Najafi, Fawaz S. Al-Qahtani
Power allocation and cooperative diversity in two-way non-regenerative cognitive radio networks. ICC (2017)
Yasaman Ettefagh, Mohammad Hossein Moghaddam, Saeed Vahidian
A Novel Low-Complexity Framework in Ultra-Wideband Imaging for Breast Cancer Detection. CoRR (2017)
Saeed Vahidian, Maryam Najafi, Marzieh Najafi, Fawaz S. Al-Qahtani
Power Allocation and Cooperative Diversity in Two-Way Non-Regenerative Cognitive Radio Networks. CoRR (2017)
Sajad Hatamnia, Saeed Vahidian, Sonia Aïssa, Benoît Champagne, Mahmoud Ahmadian-Attari
Network-Coded Two-Way Relaying in Spectrum-Sharing Systems With Quality-of-Service Requirements. IEEE Trans. Veh. Technol. 66 (2) (2017)
Saeed Vahidian, Ehsan Soleimani-Nasab, Sonia Aïssa, Mahmoud Ahmadian-Attari
Bidirectional AF Relaying With Underlay Spectrum Sharing in Cognitive Radio Networks. IEEE Trans. Veh. Technol. 66 (3) (2017)
Mohammad Hossein Moghaddam, Mohammad Javad Azizipour, Saeed Vahidian, Besma Smida
A Framework for Super-Resolution of Scalable Video via Sparse Reconstruction of Residual Frames. CoRR (2017)
Mohammad Hossein Moghaddam, Mohammad Javad Azizipour, Saeed Vahidian, Besma Smida
A framework for super-resolution of scalable video via sparse reconstruction of residual frames. MILCOM (2017)
Marzieh Najafi, Mehrdad Ardebilipour, Ehsan Soleimani-Nasab, Saeed Vahidian
Multi-Hop Cooperative Communication Technique for Cognitive DF and AF Relay Networks. Wirel. Pers. Commun. 83 (4) (2015)
Saeed Vahidian, Sonia Aïssa, Sajad Hatamnia
Relay Selection for Security-Constrained Cooperative Communication in the Presence of Eavesdropper's Overhearing and Interference. IEEE Wirel. Commun. Lett. 4 (6) (2015)
S. Hataminia, Saeed Vahidian, MohammadAli Mohammadi, Mahmoud Ahmadian-Attari
Performance analysis of two-way decode-and-forward relaying in the presence of co-channel interferences. IET Commun. 8 (18) (2014)