이선우 프로필 사진

이선우

LEE, SUN WOO

단과대학

소프트웨어융합대학

컴퓨터공학과

Web Of Science Scopus ORCID

자료 필터

자료유형

발행연도

2018 ~ 2026
2018 2026

키워드

언어

선택된 필터

  • article
  • book

전체 25건 중 1번부터 10번까지의 결과를 표시합니다.

2026
Article

효율적인 신경망 학습을 위한 동적 랭크 변경 기술

  • 2026-08
  • 정보과학회논문지
  • 한국정보과학회
Article

Morphology-Embedded Signatures of Lattice Strain in Ferroelectric BaTiO3 Thin Films Revealed by Machine Learning

  • Yeom, Sanghoon ; 
  • Jo, Junhyuk ; 
  • Song, Haeyun ; 
  • Myung, Sung ; 
  • Lee, Sunwoo ; 
  • 외 1명
  • 2026-08
  • Small
  • WILEY-V C H VERLAG GMBH
Article

Multi-Metric Client Activation Method for Fast and Accurate Federated Learning

  • 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
  • FORTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, AAAI-26, VOL 40 NO 27
  • ASSOC ADVANCEMENT 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
Article

효율적인 딥러닝을 위한 비동기 병렬화 기반 날카로움-인지 최소화 기술

  • 2025-10
  • 정보과학회논문지
  • 한국정보과학회
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 Publishing Group
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
Article

Layer-wise Update Aggregation with Recycling for Communication-Efficient Federated Learning

  • 2025
  • Advances in Neural Information Processing Systems
  • Neural information processing systems foundation
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