Junseung Ryu

According to our database, Junseung Ryu authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

A Physics-Informed Neural Network framework for solving PDEs on point clouds via surface reconstruction.

Junseung Ryu, Seungtae Park, Hyung Ju Hwang

Neural Networks, 2025

Self-Supervised Drift-Resilient Classification for Time Series Industrial Anomaly Detection.

Myung-Kyo Seo, Byeong Hoon Yoon, Junseung Ryu, Hyung Ju Hwang

IEEE Access, 2025

A Neural Operator Unifying Graph Neural Networks and Point Transformers.

Junseung Ryu, Namkyeong Cho, Hyung Ju Hwang

IEEE Access, 2025

2024

Sobolev Training for Operator Learning.

Namkyeong Cho, Junseung Ryu, Hyung Ju Hwang

CoRR, 2024

Solving PDEs on Point Clouds by Physics-Informed Learning with Graph Neural Networks.

Rakhoon Hwang, Junseung Ryu, Seungtae Park, Hyung Ju Hwang

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024