Donghyeok Shin

According to our database, Donghyeok Shin authored at least 8 papers between 2016 and 2025.

Collaborative distances:

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

2025

Distilling Dataset into Neural Field.

Donghyeok Shin, HeeSun Bae, Gyuwon Sim, Wanmo Kang, Il-Chul Moon

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Autonomous Traffic and Communication Integrated Simulator for V2X Performance Evaluation.

Seungjae Lee, Taesik Nam, Kiwoong Park, Donghyeok Shin, Wonyul Kang, Yongjae Jang, Jeonghwan Kim, Ji-Woong Choi, Jeongho Kwak, Han-Shin Jo

Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

Diffusion Rejection Sampling.

Byeonghu Na, Yeongmin Kim, Minsang Park, DongHyeok Shin, Wanmo Kang, Il-Chul Moon

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Frequency Domain-Based Dataset Distillation.

DongHyeok Shin, Seungjae Shin, Il-Chul Moon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hierarchical Multi-Label Classification with Partial Labels and Unknown Hierarchy.

Suhyeon Jo, DongHyeok Shin, Byeonghu Na, JoonHo Jang, Il-Chul Moon

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Loss-Curvature Matching for Dataset Selection and Condensation.

Seungjae Shin, HeeSun Bae, DongHyeok Shin, Weonyoung Joo, Il-Chul Moon

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation.

JoonHo Jang, Byeonghu Na, DongHyeok Shin, Mingi Ji, Kyungwoo Song, Il-Chul Moon

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2016

On avoiding Moving Objects for indoor autonomous quadrotors.

Donghyeok Shin, Junwhan Kim, Byunggu Yu, Dong Hyun Jeong

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016