김유성 프로필 사진

김유성

KIM, YUSUNG

소프트웨어융합대학

Scopus

연구분야

  • Intelligent Systems
  • Machine Learning
  • Reinforcement Learning
  • 강화학습
  • 기계학습
  • 지능형 시스템

자료 필터

자료유형

발행연도

2016 ~ 2026
2016 2026

키워드

언어

전체 30건 중 1번부터 10번까지의 결과를 표시합니다.

2026
Article

Learning-based Channel Estimation and Beamforming Framework for Battery-Free Backscatter Communications

  • 2026
  • IEEE Transactions on Green Communications and Networking
  • Institute of Electrical and Electronics Engineers Inc.
2025
Article

Self-supervised risk factor model using dual Recurrent State Space Models

  • 2025-07
  • Knowledge-Based Systems
  • Elsevier B.V.
Article

Implementation of reinforcement learning for enhanced pressure control in a 190,000-barrel crude distillation unit: The first full-scale commercial deployment

  • Seo, Dongchan
  • Kim, Dongil
  • Son, Hyoeun
  • Kim, Yusung
  • 2025-05
  • Engineering Applications of Artificial Intelligence
  • Elsevier Ltd
Article

Graph-Assisted Stitching for Offline Hierarchical Reinforcement Learning

  • Baek, Seungho
  • Park, Taegeon
  • Park, Jongchan
  • Oh, Seungjun
  • Kim, Yusung
  • 2025
  • INTERNATIONAL CONFERENCE ON MACHINE LEARNING
  • JMLR-JOURNAL MACHINE LEARNING RESEARCH
Article

Graph-Assisted Stitching for Offline Hierarchical Reinforcement Learning

  • Baek, Seungho
  • Park, Taegeon
  • Park, Jongchan
  • Oh, Seungjun
  • Kim, Yusung
  • 2025
  • Proceedings of Machine Learning Research
  • ML Research Press
Article

Temporal Distance-aware Subgoal Generation for Offline Hierarchical Reinforcement Learning

  • Park, Taegeon
  • Baek, Seungho
  • Park, Jongchan
  • Oh, Seungjun
  • Kim, Yusung
  • 2025
  • CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management
  • Association for Computing Machinery, Inc
2024
Article

Cross-Domain Semantic Segmentation on Inconsistent Taxonomy Using VLMs

  • 2024-11
  • Lecture Notes in Computer Science
  • Springer Science and Business Media Deutschland GmbH
Article

Novelty-aware Graph Traversal and Expansion for Hierarchical Reinforcement Learning

  • 2024-10
  • "International Conference on Information and Knowledge Management, Proceedings
  • Association for Computing Machinery
Article

Self-supervised One-Stage Learning for RF-based Multi-Person Pose Estimation

  • 2024-10
  • "International Conference on Information and Knowledge Management, Proceedings
  • Association for Computing Machinery
Article

Prediction of intraoperative hypotension using deep learning models based on non-invasive monitoring devices

  • 2024-08
  • Journal of Clinical Monitoring and Computing
  • SPRINGER HEIDELBERG
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