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Seongwoong Shim
PhD student, Artificial Intelligence, Korea University
Joined
September 2022
Names
Seongwoong Shim
(Preferred)
,
Seong-Woong Shim
Emails
****@korea.ac.kr
(Confirmed)
Personal Links
DBLP
LinkedIn
Career & Education History
PhD student
Artificial Intelligence,
Korea University
(korea.ac.kr)
2022
–
Present
Undergrad student
Computer Engineering,
Academic Credit Bank System
(cb.or.kr)
2021
–
2022
Advisors, Relations & Conflicts
PhD Advisor
Byung-Jun Lee
2022
–
Present
Expertise
Learning to Optimization
2025
–
Present
Reinforcement Learning
2022
–
Present
Imitation Learning
2022
–
2025
Publications
Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding
Seong-Woong Shim
,
Myunsoo Kim
,
Jae Hyeon Cho
,
Byung-Jun Lee
ICLR 2026 Poster
Readers:
Everyone
Prior-Guided Diffusion Planning for Offline Reinforcement Learning
Donghyeon Ki
,
JunHyeok Oh
,
Seong-Woong Shim
,
Byung-Jun Lee
NeurIPS 2025 poster
Readers:
Everyone
Prior-Guided Diffusion Planning for Offline Reinforcement Learning
Donghyeon Ki
,
JunHyeok Oh
,
Seong-Woong Shim
,
Byung-Jun Lee
CoRR 2025
Readers:
Everyone
FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Pretraining
Myunsoo Kim
,
Seong-Woong Shim
,
Byung-Jun Lee
CoRR 2025
Readers:
Everyone
NBDI: A Simple and Effective Termination Condition for Skill Extraction from Task-Agnostic Demonstrations
Myunsoo Kim
,
Hayeong Lee
,
Seong-Woong Shim
,
JunHo Seo
,
Byung-Jun Lee
ICML 2025 poster
Readers:
Everyone
NBDI: A Simple and Efficient Termination Condition for Skill Extraction from Task-Agnostic Demonstrations
Myunsoo Kim
,
Hayeong Lee
,
Seong-Woong Shim
,
JunHo Seo
,
Byung-Jun Lee
CoRR 2025
Readers:
Everyone
Adaptive Non-Uniform Timestep Sampling for Accelerating Diffusion Model Training
Myunsoo Kim
,
Donghyeon Ki
,
Seong-Woong Shim
,
Byung-Jun Lee
CVPR 2025
Readers:
Everyone
Adaptive Non-Uniform Timestep Sampling for Diffusion Model Training
Myunsoo Kim
,
Donghyeon Ki
,
Seong-Woong Shim
,
Byung-Jun Lee
CoRR 2024
Readers:
Everyone
Offline Imitation Learning by Controlling the Effective Planning Horizon
Hee-Jun Ahn
,
Seong-Woong Shim
,
Byung-Jun Lee
ICPRAI (2) 2024
Readers:
Everyone
View all 12 publications
Co-Authors
Byung-Jun Lee
Donghyeon Ki
Hayeong Lee
Hee-Jun Ahn
Jae Hyeon Cho
JunHo Seo
JunHyeok Oh
Myunsoo Kim