RLHF

Publications 3

Looking Through the Mirror: Minimax-Optimal Regularized Regrets in Online Learning and Bandits New

Junghyun Lee, Yujun Kim, Chulhee Yun, Se-Young Yun

NeurIPS 2026

CKAIA 2026 · Distinguished Paper Award

Provably Efficient Regularized Online RLHF with Generalized Bilinear Preferences New

Junghyun Lee, Minju Hong, Kwang-Sung Jun, Chulhee Yun, Se-Young Yun

NeurIPS 2026

ICML 2026 Pluralistic Alignment Workshop

CKAIA 2026 · Distinguished Paper Award

Pointwise or Pairwise: When Do Pairwise Losses Help Reward Learning, Provably?

Junghyun Lee, Minsoo Ha

Equal contribution; authorship in α-β order

Equal contribution; authorship in α-β order

, Yeongjong Kim

Equal contribution; authorship in α-β order

Equal contribution; authorship in α-β order

Equal contribution; authorship in α-β order

, Kwang-Sung Jun

arXiv:2609.37209