Ji-Won Baek

23 papers A* 4Misc 1Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Framework for state features design in job shop scheduling with deep reinforcement learning: Beyond empirical approaches.
J. Comput. Des. Eng.
Seung Heon Oh, Young-in Cho, Hyunjin Oh, Ji-Won Baek, Seung-Woo Han, Jong Hun Woo
2026 J jnl
Scene graph optimization using hyperedge-based relationship extraction.
Appl. Soft Comput.
Ji-Won Baek, Kyungyong Chung
2026 J jnl
Variational Approach for Job Shop Scheduling.
CoRR
Seung Heon Oh, Ji-Won Baek, Ki Young Cho, Hee Chang Yoon, Jong Hun Woo
2025 — conf
Feasibility Study on the Interactive AI Scheduling with LLM Technology for Human-Centric Industry 5.0.
APMS (1)
Hyun-Jin Oh, Ji-Won Baek, Ki Young Cho, Jong Hun Woo
2024 Misc conf
Deep Reinforcement Learning for Setup and Tardiness Minimization in Parallel Machine Scheduling.
WSC
So Hyun Nam, Ji-Won Baek, Young In Cho, Jong Hun Woo
2024 J jnl
Meta Learning based Object Tracking Technology: A Survey.
KSII Trans. Internet Inf. Syst.
Ji-Won Baek, Kyungyong Chung
2023 J jnl
Accident risk prediction model based on attention-mechanism LSTM using modality convergence in multimodal.
Pers. Ubiquitous Comput.
Ji-Won Baek, Kyungyong Chung
2023 J jnl
Captioning model based on meta-learning using prior-convergence knowledge for explainable images.
Pers. Ubiquitous Comput.
Ji-Won Baek, Kyungyong Chung
2023 J jnl
Multi-Context Mining-Based Graph Neural Network for Predicting Emerging Health Risks.
IEEE Access
Ji-Won Baek, Kyungyong Chung
2023 A* conf
Rethinking Feature-based Knowledge Distillation for Face Recognition.
CVPR
Jingzhi Li, Zidong Guo, Hui Li, Seungju Han, Ji-Won Baek, Min Yang, Ran Yang, Sungjoo Suh
2023 A* conf
Sample-wise Label Confidence Incorporation for Learning with Noisy Labels.
ICCV
Chanho Ahn, Kikyung Kim, Ji-Won Baek, Jongin Lim, Seungju Han
2022 J jnl
CNN-based health model using knowledge mining of influencing factors.
Pers. Ubiquitous Comput.
Ji-Won Baek, Kyungyong Chung
2022 J jnl
Dimensional Expansion and Time-Series Data Augmentation Policy for Skeleton-Based Pose Estimation.
IEEE Access
Sung-Soo Park, Hye-Jeong Kwon, Ji-Won Baek, Kyungyong Chung
2022 J jnl
Voice Frequency Synthesis using VAW-GAN based Amplitude Scaling for Emotion Transformation.
KSII Trans. Internet Inf. Syst.
Hye-Jeong Kwon, Min-Jeong Kim, Ji-Won Baek, Kyungyong Chung
2021 J jnl
Associative Knowledge Graph Using Fuzzy Clustering and Min-Max Normalization in Video Contents.
IEEE Access
Hyun-Jin Kim, Ji-Won Baek, Kyungyong Chung
2021 J jnl
CNN-Based Voice Emotion Classification Model for Risk Detection.
Intell. Autom. Soft Comput.
Hyun Yoo, Ji-Won Baek, Kyungyong Chung
2021 J jnl
Multi-Level Health Knowledge Mining Process in P2P Edge Network.
IEEE Access
Ji-Won Baek, Kyungyong Chung
2021 J jnl
Multimedia recommendation using Word2Vec-based social relationship mining.
Multim. Tools Appl.
Ji-Won Baek, Kyung-Yong Chung
2021 A* conf
Quality-Agnostic Image Recognition via Invertible Decoder.
CVPR
Insoo Kim, Seungju Han, Ji-Won Baek, Seong-Jin Park, Jae-Joon Han, Jinwoo Shin
2020 J jnl
Context Deep Neural Network Model for Predicting Depression Risk Using Multiple Regression.
IEEE Access
Ji-Won Baek, Kyungyong Chung
2020 — conf
DiscFace: Minimum Discrepancy Learning for Deep Face Recognition.
ACCV (5)
Insoo Kim, Seungju Han, Seong-Jin Park, Ji-Won Baek, Jinwoo Shin, Jae-Joon Han, Changkyu Choi
2020 A* conf
Meta Variance Transfer: Learning to Augment from the Others.
ICML
Seong-Jin Park, Seungju Han, Ji-Won Baek, Insoo Kim, Juhwan Song, Haebeom Lee, Jae-Joon Han, Sung Ju Hwang
2020 J jnl
PrefixSpan Based Pattern Mining Using Time Sliding Weight From Streaming Data.
IEEE Access
Ji-Soo Kang, Ji-Won Baek, Kyungyong Chung