Sujin Yun

According to our database, Sujin Yun authored at least 4 papers between 2024 and 2025.

Collaborative distances:

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

2025

Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization.

Taeyoung Yun, Kiyoung Om, Jaewoo Lee, Sujin Yun, Jinkyoo Park

CoRR, February, 2025

2024

Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization.

Taeyoung Yun, Sujin Yun, Jaewoo Lee, Jinkyoo Park

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.

Jaewoo Lee, Sujin Yun, Taeyoung Yun, Jinkyoo Park

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems.

Taeyoung Yun, Kanghoon Lee, Sujin Yun, Ilmyung Kim, Won-Woo Jung, Min-Cheol Kwon, Kyujin Choi, Yoohyeon Lee, Jinkyoo Park

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024