Hyo-Seok Hwang

According to our database, Hyo-Seok Hwang authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Generative Adversarial Soft Actor-Critic.

Hyo-Seok Hwang, Yoojoong Kim, Junhee Seok

IEEE Trans. Neural Networks Learn. Syst., July, 2025

Deriving optimal atomic layer deposition process conditions using machine learning.

Jangwon Seo, Hyo-Seok Hwang, Sunyoung Park, Seungmin Lee, Dae Sin Kim, Sun-Taek Lim, Junhee Seok

J. Ind. Inf. Integr., 2025

Adversarial environment design for crowd navigation based on deep reinforcement learning.

Jeongeun Kim, Hyo-Seok Hwang, Junhee Seok

Eng. Appl. Artif. Intell., 2025

2024

Stabilized GAN models training with kernel-histogram transformation and probability mass function distance.

Jangwon Seo, Hyo-Seok Hwang, Minhyeok Lee, Junhee Seok

Appl. Soft Comput., 2024

A Multi-Stage Deep Learning Approach Incorporating Text-Image and Image-Image Comparisons for Cheapfake Detection.

Jangwon Seo, Hyo-Seok Hwang, Jiyoung Lee, Minhyeok Lee, Wonsuk Kim, Junhee Seok

Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

2022

Deep reinforcement learning with a critic-value-based branch tree for the inverse design of two-dimensional optical devices.

Hyo-Seok Hwang, Minhyeok Lee, Junhee Seok

Appl. Soft Comput., 2022

Mitigating Coordinate Transformation for Solving Partial Differential Equations with Physic-Informed Neural Networks.

Hyo-Seok Hwang, Suhan Son, Yoojoong Kim, Junhee Seok

Proceedings of the Thirteenth International Conference on Ubiquitous and Future Networks, 2022