AsyncOPD: How Stale Can On-Policy Distillation Be?

Wonjun Kang, Kevin Galim, Seunghyuk Oh, Minjun Kang, Sanghyun Park, Donghoon Kim, Minjae Lee, Minseo Kim, Rishabh Tiwari, Yuchen Zeng, Hyung Il Koo, Kangwook Lee

Language Model NeurIPS 2026

AsyncOPD: How Stale Can On-Policy Distillation Be?

Aligning Embodied Companion Agent Evaluation with User Experience

Seohyeon Jung*, Sue Hyun Park*, Byeongju Kim*, Jimin Hong, Youngin Cho, Jaewoong Cho, Hyunseung Kim

Data-Centric AI NeurIPS 2026 Workshop

Aligning Embodied Companion Agent Evaluation with User Experience

When Agent Responses Become Interaction State: Safety in a Deployed AI Teammate

Sue Hyun Park, Minkyoung Park, Byeongju Kim, Seohyeon Jung, Youngin Cho, Jimin Hong, Hyunseung Kim

Language Model NeurIPS 2026 Workshop Oral

When Agent Responses Become Interaction State: Safety in a Deployed AI Teammate

ThinkSafe: Self-Generated Safety Alignment for Reasoning Models

Seanie Lee, Sangwoo Park, Yumin Choi, Gyeongman Kim, Minki Kang, Jihun Yun, Dongmin Park, Jongho Park, Sung Ju Hwang

Language Model NeurIPS 2026

ThinkSafe: Self-Generated Safety Alignment for Reasoning Models

Looped Diffusion Language Models

Sanghyun Lee, Chunsan Hong, Seungryong Kim, Jonghyun Lee, Jongho Park, Dongmin Park

Language Model NeurIPS 2026

Looped Diffusion Language Models

Is the Importance Ratio Necessary for Stable Reinforcement Learning in LLMs?

Shuibai Zhang*, Junhyuck Kim*, Gyeongman Kim, Jaewoong Cho

Language Model NeurIPS 2026

Is the Importance Ratio Necessary for Stable Reinforcement Learning in LLMs?

Pruning and Distilling Mixture-of-Experts into Dense Language Models

Junhyuck Kim, Jihun Yun, Haechan Kim, Gyeongman Kim, Joonghyun Bae, Jaewoong Cho

Language Model NeurIPS 2026 Oral

Pruning and Distilling Mixture-of-Experts into Dense Language Models

Beyond Clipping: Signed Logarithmic Smoothing for Policy Optimization

Jihun Yun*, Sungjoon Yoon*, Beomhan Baek, Minhak Song, Jongha Jon Ryu, Kwang-Sung Jun

Theroetical Langauge ModelReinforcement Learning NeurIPS 2026

Beyond Clipping: Signed Logarithmic Smoothing for Policy Optimization

AMUSE: Anytime Muon with Stable Gradient Evaluation

Jueun Kim*, Baekrok Shin*, Jihun Yun, Beomhan Baek, Minhak Song, Chulhee Yun

TheoreticalLanguage Model NeurIPS 2026 Spotlight

AMUSE: Anytime Muon with Stable Gradient Evaluation

WHALE: A Simple Recipe for Joint Harness-Weight Optimization

Haechan Kim, Yoonho Lee, Gisang Lee, Chelsea Finn, and Kangwook Lee

Language Model arXiv

WHALE: A Simple Recipe for Joint Harness-Weight Optimization