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Sooyoung Jang
Observed names:
Soo-Young Jang,
Soo-young Jang,
SooYoung Jang
Institution:
Hanbat National University
Observed institutions:
Electronics and Telecommunications Research Institute,
Hanbat National University,
Korea Advanced Institute of Science and Technology,
Yonsei University,
Yonsei University Health System
ORCID:
0000-0002-6931-9592
Observed ORCID:
0000-0002-6931-9592
OpenAlex ID:
A5070677616
A digital phenotyping dataset for impending panic symptoms: a prospective longitudinal study
2024
·
Sooyoung Jang
, Tai hui Sun
, et al.
·
Scientific Data
·
12
PDF
Indoor Path Planning for an Unmanned Aerial Vehicle via Curriculum Learning
2021
·
Jongmin Park
, Sooyoung Jang
, et al.
·
International Conference on Control, Automation and Systems (ICCAS)
·
11
PDF
Empirical Evaluation of Activation Functions and Kernel Initializers on Deep Reinforcement Learning
2019
·
Sooyoung Jang
, Youngsung Son
·
International Conference on Information and Communication Technology Convergence (ICTC)
·
11
Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning
2022
·
Sooyoung Jang
, Hyung-Il Kim
·
Sensors
·
10
PDF
Research Trends on Deep Reinforcement Learning
2019
·
Sooyoung Jang
, Hyunjin Yoon
, et al.
·
10
5G based SmartCity Convergence Service Platform for Data sharing
2020
·
Jiyeon Kim
, Sooyoung Jang
, et al.
·
International Conference on Information and Communication Technology Convergence (ICTC)
·
9
Combining Reward Shaping and Curriculum Learning for Training Agents with High Dimensional Continuous Action Spaces
2018
·
Sooyoung Jang
, Mikyong Han
·
International Conference on Information and Communication Technology Convergence (ICTC)
·
9
Supervised pre-training for improved stability in deep reinforcement learning
2022
·
Sooyoung Jang
, Hyung-Il Kim
·
ICT Express
·
8
PDF
FORCE: Fast Outlier-Robust Correlation Estimation via Streaming Quantile Approximation for High-Dimensional Data Streams
2026
·
Sooyoung Jang
, Changbeom Choi
·
Mathematics
·
4
PDF
Multimodal deep learning model for prediction of prognosis in central nervous system inflammation
2025
·
Bo Kyu Choi
, Yoonhyeok Choi
, et al.
·
Brain Communications
·
4
Modeling & Simulation-Based Problem Solving Process in Sustainable Living Lab
2021
·
Changbeom Choi
, Seungho Yang
, et al.
·
Sustainability
·
4
PDF
Decentralized Computation Offloading Strategy via Multi-Agent Deep Reinforcement Learning for Multi-Access Edge Computing Systems
2026
·
Emmanuella Adu
, Yeongmuk Lee
, et al.
·
Sensors
·
3
PDF
Machine Learning Prediction of Impending Panic Symptoms Using Digital Phenotypes: From Over 2-Year Prospective Longitudinal Data
2024
·
Sooyoung Jang
, Tai hui Sun
, et al.
·
SSRN Electronic Journal
·
3
When Does Train-Time Masking Help? A Leakage-Controlled Robustness Audit of Tabular Classifiers Under Feature Missingness
2026
·
Sooyoung Jang
, Jeesook Eun
, et al.
·
IEEE Access
·
2
MAD-FORCE: Targeting High-Breakdown Streaming Robust Correlation With Optional Drift Handling
2026
·
Sooyoung Jang
, Taehyun Park
, et al.
·
IEEE Access
·
2
Efficient deep reinforcement learning under task variations via knowledge transfer for drone control
2024
·
Sooyoung Jang
, Hyung-Il Kim
·
ICT Express
·
2
Limit Action Space to Enhance Drone Control with Deep Reinforcement Learning
2020
·
Sooyoung Jang
, Noh-Sam Park
·
International Conference on Information and Communication Technology Convergence (ICTC)
·
2
Optimal MTU Selection for Maximizing Goodput in Wireless Networks
2018
·
SooYoung Jang
, Mikyong Han
·
International Conference on Information and Communication Technology Convergence (ICTC)
·
2
Multipath selection and channel assignment in wireless mesh networks
2011
·
Soo-young Jang
, Chae Y. Lee
·
Wireless Networks
·
2
Sketch-FORCE: Sub-quadratic Streaming Robust Covariance Estimation for Extreme Dimensions
2026
·
Sooyoung Jang
, Changbeom Choi
·
Research Square
·
1
PDF
CausalOpsBench: A Reproducible Interventional-Replay Benchmark for Topology-Aware Operational Incident Response
2026
·
Sooyoung Jang
, Taehyun Park
, et al.
·
IEEE Access
·
1
Data-Driven Forward Kinematics for Robotic Spatial Augmented Reality: A Deep Learning Framework Using LSTM and Attention
2025
·
Sooyoung Jang
, Hanul Yum
, et al.
·
Actuators
·
1
PDF
pyjevsim: Streamlining simulation workflows using journaling in Python-based discrete event simulation environments
2025
·
Jaiyun Lee
, Gyusik Ham
, et al.
·
SoftwareX
·
1
Analyzing State Space Similarities for Multi-Task Deep Reinforcement Learning in Atari Games
2024
·
Sooyoung Jang
, Changbeom Choi
·
International Conference on Information and Communication Technology Convergence (ICTC)
·
1
Utilizing Hidden Observations to Enhance the Performance of the Trained Agent
2022
·
Sooyoung Jang
, Joohyung Lee
·
IEEE Robotics and Automation Letters
·
1
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Works count:
53
Citation count:
116
H-index:
8
I10-index:
5
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