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Minhyuk Sung — most-cited papers & profile · Reinforcement Learning
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Minhyuk Sung
17
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17
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Korea Advanced Institute of Science and Technology · Kootenay Association for Science & Technology
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Most-cited papers
Drifting Field Policy: A One-Step Generative Policy via Wasserstein Gradient Flow
2026
Gradient Preconditioning for Efficient and Reliable Reward-Guided Generation
2026
Reward-Guided Discrete Diffusion via Clean-Sample Markov Chain for Molecule and Biological Sequence Design
2026
Psi-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models
2025
Top co-authors
Yunhong Min
· 2
Jisung Hwang
· 1
Jiwon Choi
· 1
Juil Koo
· 1
Kyeongmin Yeo
· 1
Mingue Park
· 1
Prin Phunyaphibarn
· 1
Taehoon Yoon
· 1
Topics
cs.LG
cs.AI
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