Saeed Vahidian

46 papers A* 6A 2C 1Misc 1Journal 30Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CONCORD: Concept-Informed Diffusion for Dataset Distillation. CoRR Jianyang Gu, Haonan Wang, Ruoxi Jia, Saeed Vahidian, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
2025	A*	`conf`	Group Distributionally Robust Dataset Distillation with Risk Minimization. ICLR Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
2024	J	`jnl`	CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation. CoRR Qinsi Wang, Saeed Vahidian, Hancheng Ye, Jianyang Gu, Jianyi Zhang, Yiran Chen
2024	J	`jnl`	Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning. CoRR Vyacheslav Kungurtsev, Yuanfang Peng, Jianyang Gu, Saeed Vahidian, Anthony Quinn, Fadwa Idlahcen, Yiran Chen
2024	A*	`conf`	Efficient Dataset Distillation via Minimax Diffusion. CVPR Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen
2024	—	`conf`	Exploring the Impact of Dataset Bias on Dataset Distillation. CVPR Workshops Yao Lu, Jianyang Gu, Xuguang Chen, Saeed Vahidian, Qi Xuan
2024	J	`jnl`	Exploring the Impact of Dataset Bias on Dataset Distillation. CoRR Yao Lu, Jianyang Gu, Xuguang Chen, Saeed Vahidian, Qi Xuan
2024	J	`jnl`	Group Distributionally Robust Dataset Distillation with Risk Minimization. CoRR Saeed Vahidian, Mingyu Wang, Jianyang Gu, Vyacheslav Kungurtsev, Wei Jiang, Yiran Chen
2024	J	`jnl`	Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks. IEEE Trans. Artif. Intell. Saeed Vahidian, Mahdi Morafah, Chen Chen, Mubarak Shah, Bill Lin
2024	Misc	`conf`	Towards Building The Federatedgpt: Federated Instruction Tuning. ICASSP Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen
2024	—	`conf`	Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. ECCV (78) Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen
2023	A	`conf`	CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction. IROS Umar Khalid, Hasan Iqbal, Saeed Vahidian, Jing Hua, Chen Chen
2023	J	`jnl`	CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction. CoRR Umar Khalid, Hasan Iqbal, Saeed Vahidian, Jing Hua, Chen Chen
2023	J	`jnl`	Efficient Dataset Distillation via Minimax Diffusion. CoRR Jianyang Gu, Saeed Vahidian, Vyacheslav Kungurtsev, Haonan Wang, Wei Jiang, Yang You, Yiran Chen
2023	A*	`conf`	Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces. AAAI Saeed Vahidian, Mahdi Morafah, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin
2023	J	`jnl`	FLIS: Clustered Federated Learning Via Inference Similarity for Non-IID Data Distribution. IEEE Open J. Comput. Soc. Mahdi Morafah, Saeed Vahidian, Weijia Wang, Bill Lin
2023	—	`—`	On Distributed Learning Techniques for Machine Learning Saeed Vahidian
2023	J	`jnl`	Towards Building the Federated GPT: Federated Instruction Tuning. CoRR Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Guoyin Wang, Yiran Chen
2023	J	`jnl`	Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. CoRR Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen
2023	A*	`conf`	When Do Curricula Work in Federated Learning? ICCV Saeed Vahidian, Sreevatsank Kadaveru, Woonjoon Baek, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin
2022	J	`jnl`	Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces. CoRR Saeed Vahidian, Mahdi Morafah, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin
2022	J	`jnl`	FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution. CoRR Mahdi Morafah, Saeed Vahidian, Weijia Wang, Bill Lin
2022	J	`jnl`	Neural Routing in Meta Learning. CoRR Jicang Cai, Saeed Vahidian, Weijia Wang, Mohsen Joneidi, Bill Lin
2022	J	`jnl`	Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks. CoRR Mahdi Morafah, Saeed Vahidian, Chen Chen, Mubarak Shah, Bill Lin
2022	J	`jnl`	Spectrum Pursuit With Residual Descent for Column Subset Selection Problem: Theoretical Guarantees and Applications in Deep Learning. IEEE Access Saeed Vahidian, Mohsen Joneidi, Ashkan Esmaeili, Siavash Khodadadeh, Sharare Zehtabian, Bill Lin
2022	J	`jnl`	When Do Curricula Work in Federated Learning? CoRR Saeed Vahidian, Sreevatsank Kadaveru, Woonjoon Baek, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin
2021	—	`conf`	Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity. ICDCS Workshops Saeed Vahidian, Mahdi Morafah, Bill Lin
2021	J	`jnl`	Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity. CoRR Saeed Vahidian, Mahdi Morafah, Bill Lin
2021	A*	`conf`	Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models. ICLR Siavash Khodadadeh, Sharare Zehtabian, Saeed Vahidian, Weijia Wang, Bill Lin, Ladislau Bölöni
2020	A	`conf`	Coresets for Estimating Means and Mean Square Error with Limited Greedy Samples. UAI Saeed Vahidian, Baharan Mirzasoleiman, Alexander Cloninger
2020	A*	`conf`	Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds. CVPR Mohsen Joneidi, Saeed Vahidian, Ashkan Esmaeili, Weijia Wang, Nazanin Rahnavard, Bill Lin, Mubarak Shah
2020	J	`jnl`	Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models. CoRR Siavash Khodadadeh, Sharare Zehtabian, Saeed Vahidian, Weijia Wang, Bill Lin, Ladislau Bölöni
2019	J	`jnl`	Data Sampling for Graph Based Unsupervised Learning: Convex and Greedy Optimization. CoRR Saeed Vahidian, Alexander Cloninger, Baharan Mirzasoleiman
2019	J	`jnl`	On the Security Analysis of a Cooperative Incremental Relaying Protocol in the Presence of an Active Eavesdropper. IEEE Access Saeed Vahidian, Sajad Hatamnia, Benoît Champagne
2018	J	`jnl`	On the Security Analysis of a Cooperative Incremental Relaying Protocol in the Presence of an Active Eavesdropper. CoRR Saeed Vahidian, Sajad Hatamnia, Benoît Champagne
2017	J	`jnl`	A Framework for Super-Resolution of Scalable Video via Sparse Reconstruction of Residual Frames. CoRR Mohammad Hossein Moghaddam, Mohammad Javad Azizipour, Saeed Vahidian, Besma Smida
2017	J	`jnl`	A Novel Low-Complexity Framework in Ultra-Wideband Imaging for Breast Cancer Detection. CoRR Yasaman Ettefagh, Mohammad Hossein Moghaddam, Saeed Vahidian
2017	—	`conf`	A framework for super-resolution of scalable video via sparse reconstruction of residual frames. MILCOM Mohammad Hossein Moghaddam, Mohammad Javad Azizipour, Saeed Vahidian, Besma Smida
2017	C	`conf`	A novel low-complexity framework in ultra-wideband imaging for breast cancer detection. BIBE Yasaman Ettefagh, Mohammad Hossein Moghaddam, Saeed Vahidian
2017	J	`jnl`	Bidirectional AF Relaying With Underlay Spectrum Sharing in Cognitive Radio Networks. IEEE Trans. Veh. Technol. Saeed Vahidian, Ehsan Soleimani-Nasab, Sonia Aïssa, Mahmoud Ahmadian-Attari
2017	J	`jnl`	Network-Coded Two-Way Relaying in Spectrum-Sharing Systems With Quality-of-Service Requirements. IEEE Trans. Veh. Technol. Sajad Hatamnia, Saeed Vahidian, Sonia Aïssa, Benoît Champagne, Mahmoud Ahmadian-Attari
2017	J	`jnl`	Power Allocation and Cooperative Diversity in Two-Way Non-Regenerative Cognitive Radio Networks. CoRR Saeed Vahidian, Maryam Najafi, Marzieh Najafi, Fawaz S. Al-Qahtani
2017	—	`conf`	Power allocation and cooperative diversity in two-way non-regenerative cognitive radio networks. ICC Saeed Vahidian, Maryam Najafi, Marzieh Najafi, Fawaz S. Al-Qahtani
2015	J	`jnl`	Multi-Hop Cooperative Communication Technique for Cognitive DF and AF Relay Networks. Wirel. Pers. Commun. Marzieh Najafi, Mehrdad Ardebilipour, Ehsan Soleimani-Nasab, Saeed Vahidian
2015	J	`jnl`	Relay Selection for Security-Constrained Cooperative Communication in the Presence of Eavesdropper's Overhearing and Interference. IEEE Wirel. Commun. Lett. Saeed Vahidian, Sonia Aïssa, Sajad Hatamnia
2014	J	`jnl`	Performance analysis of two-way decode-and-forward relaying in the presence of co-channel interferences. IET Commun. S. Hataminia, Saeed Vahidian, Mohammadali Mohammadi, Mahmoud Ahmadian-Attari