Sooyoung Jang

According to our database, Sooyoung Jang authored at least 21 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Early-Stopping Dynamics for Out-of-Distribution Detection in Tree Ensembles.

Sooyoung Jang, Eunkyung Kim

IEEE Access, 2026

When Does Train-Time Masking Help? A Leakage-Controlled Robustness Audit of Tabular Classifiers Under Feature Missingness.

Sooyoung Jang, Jeesook Eun, Hyunbean Yi, Changbeom Choi

IEEE Access, 2026

Dynamic Neural Thresholding on Mixed-Signal Neuromorphic Processors Enabled by Integrated Learning and Hardware Design.

Kyuseung Han, Kwang-Il Oh, Sukho Lee, Hyeonguk Jang, Jae-Jin Lee, Sooyoung Jang

Proceedings of the Design, Automation & Test in Europe Conference, 2026

2025

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis.

Daeun Jung, Jaehyeok Jang, Sooyoung Jang, Yu Rang Park

CoRR, January, 2025

pyjevsim: Streamlining simulation workflows using journaling in Python-based discrete event simulation environments.

Jaiyun Lee, Gyusik Ham, Sooyoung Jang, Sungjoo Kang, Changbeom Choi

SoftwareX, 2025

2024

Efficient deep reinforcement learning under task variations via knowledge transfer for drone control.

Sooyoung Jang, Hyung-Il Kim

ICT Express, 2024

Analyzing State Space Similarities for Multi-Task Deep Reinforcement Learning in Atari Games.

Sooyoung Jang, Changbeom Choi

Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024

2023

Supervised pre-training for improved stability in deep reinforcement learning.

Sooyoung Jang, Hyung-Il Kim

ICT Express, February, 2023

2022

Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning.

Sooyoung Jang, Hyung-Il Kim

Sensors, 2022

Utilizing Hidden Observations to Enhance the Performance of the Trained Agent.

Sooyoung Jang, Joohyung Lee

IEEE Robotics Autom. Lett., 2022

2021

Indoor Path Planning for an Unmanned Aerial Vehicle via Curriculum Learning.

Jongmin Park, Sooyoung Jang, Younghoon Shin

CoRR, 2021

2020

5G based SmartCity Convergence Service Platform for Data sharing.

Jiyeon Kim, Sooyoung Jang, Deockgu Jee, Eunjin Ko, Seung Han Choi, Mikyong Han

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Limit Action Space to Enhance Drone Control with Deep Reinforcement Learning.

Sooyoung Jang, Noh-Sam Park

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Train Throughput Analysis of Distributed Reinforcement Learning.

Sooyoung Jang, Noh-Sam Park

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

2019

Virtual-to-Real Transfer via Dynamics Models.

Sooyoung Jang, Youngsung Son

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Empirical Evaluation of Activation Functions and Kernel Initializers on Deep Reinforcement Learning.

Sooyoung Jang, Youngsung Son

Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

2018

Optimal MTU Selection for Maximizing Goodput in Wireless Networks.

Sooyoung Jang, Mikyong Han

Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

Combining Reward Shaping and Curriculum Learning for Training Agents with High Dimensional Continuous Action Spaces.

Sooyoung Jang, Mikyong Han

Proceedings of the International Conference on Information and Communication Technology Convergence, 2018

2017

Batching with Reneging and AMC for VoD Streaming Service over Wireless Networks.

Soo-young Jang, Chae Y. Lee

Wirel. Pers. Commun., 2017

2012

VoD streaming service scheduling to minimize the distortion.

Soo-young Jang, Chae Y. Lee

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2012

2011

Multipath selection and channel assignment in wireless mesh networks.

Soo-young Jang, Chae Y. Lee

Wirel. Networks, 2011