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자료유형
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2018 ~ 2026
2018 2026
키워드
언어
전체 37건 중 1번부터 10번까지의 결과를 표시합니다.
2026
Article
Multi-Metric Client Activation Method for Fast and Accurate Federated Learning
- Lim, Jihyun ;
- Zhang, Tuo ;
- Lee, Sunwoo
- 2026-04
- ACM Transactions on Intelligent Systems and Technology
- ASSOC COMPUTING MACHINERY
Article
GEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation
- Kang, Sungmin ;
- Kim, Jisoo ;
- Avestimehr, Salman ;
- Lee, Sunwoo
- 2026
- Proceedings of the AAAI Conference on Artificial Intelligence
- Association for the Advancement of Artificial Intelligence
2025
Article
EnablingWeak Client Participation via On-Device Knowledge Distillation in Heterogeneous Federated
- Lim, Jihyun ;
- Jo, Junhyuk ;
- Zhang, Tuo ;
- Lee, Sunwoo
- 2025-10-21
- Frontiers in Artificial Intelligence and Applications
- IOS Press BV
Article
Highly stable two-level current fluctuation in complex oxide heterostructures
- Kim, Doyeop ;
- Lee, Jung-Woo ;
- Lim, Jihyun ;
- Choi, Sungjun ;
- Acharya, Khimananda ;
- ... Lee, Sunwoo ;
- 외 6명
- 2025-07
- Nature Communications
- NATURE PORTFOLIO
Article
Machine Learning Approach to Characterize Ferromagnetic La0.7Sr0.3MnO3 Thin Films via Featurization of Surface Morphology
- Ryou, Sanghyeok ;
- Lim, Jihyun ;
- Jang, Minwoo ;
- Eom, Kitae ;
- Lee, Sunwoo ;
- 외 1명
- 2025-04
- Advanced Science
- Wiley-VCH Verlag
Article
GPT-FL: Generative Pre-Trained Model-Assisted Federated Learning
- Zhang, Tuo ;
- Feng, Tiantian ;
- Alam, Samiul ;
- DImitriadis, DImitrios ;
- Lee, Sunwoo ;
- 외 3명
- 2025
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
- IEEE Computer Society
2024
Article
Embracing Federated Learning: Enabling Weak Client Participation via Partial Model Training
- Lee, Sunwoo ;
- Zhang, Tuo ;
- Prakash, Saurav ;
- Niu, Yue ;
- Avestimehr, Salman
- 2024-12
- IEEE Transactions on Mobile Computing
- Institute of Electrical and Electronics Engineers
Article
Layer-wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning
- 2024
- PROCEEDINGS OF THE 30TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2024
- ASSOC COMPUTING MACHINERY
2023
Article
Partial model averaging in Federated Learning: Performance guarantees and benefits
- Lee, Sunwoo ;
- Sahu, Anit Kumar ;
- He, Chaoyang ;
- Avestimehr, Salman
- 2023-11-01
- Neurocomputing
- Elsevier BV
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