Vahidian, Saeed

1. Towards Building the Federated GPT: Federated Instruction Tuning
   2023/05/09 by Jianyi Zhang, Zhang, Jianyi, Saeed Vahidian +11 · 26 citations
   Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computation and Language (cs.CL) #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
2. Efficient Dataset Distillation via Minimax Diffusion
   2023/11/27 by Gu, Jianyang, Vahidian, Saeed, Kungurtsev, Vyacheslav +4 · 23 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity
   2021/05/02 by Saeed Vahidian, Vahidian, Saeed, Mahdi Morafah +3 · 4 citations
   Computer Science · Engineering · Social Sciences · #Distributed #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
4. Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces
   2022/09/21 by Saeed Vahidian, Vahidian, Saeed, Mahdi Morafah +11 · 4 citations
   Computer Science · #Privacy-Preserving Technologies in Data
5. FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution
   2022/08/20 by Mahdi Morafah, Morafah, Mahdi, Saeed Vahidian +5 · 3 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Human Mobility and Location-Based Analysis #Data Stream Mining Techniques
6. CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation
   2024/10/23 by Qinsi Wang, Saeed Vahidian, Wang, Qinsi +9 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
7. Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks
   2022/09/30 by Mahdi Morafah, Morafah, Mahdi, Saeed Vahidian +7 · 2 citations
   Computer Science · Mathematics · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference
8. Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents
   2023/12/03 by Yuqi Jia, Saeed Vahidian, Jia, Yuqi +11 · 2 citations
   Computer Science · #Privacy-Preserving Technologies in Data
9. Unsupervised Meta-Learning through Latent-Space Interpolation in Generative Models
   2020/06/18 by Khodadadeh, Siavash, Zehtabian, Sharare, Vahidian, Saeed +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. When Do Curricula Work in Federated Learning?
    2022/12/24 by Saeed Vahidian, Sreevatsank Kadaveru, Vahidian, Saeed +13 · 1 citation
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
11. Group Distributionally Robust Dataset Distillation with Risk Minimization
    2024/02/07 by Vahidian, Saeed, Wang, Mingyu, Gu, Jianyang +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)