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All-For-One: Distilling Visual Foundation Models to a Fast, Memory-Efficient Visuomotor Policy

All-For-One: Distilling Visual Foundation Models to a Fast, Memory-Efficient Visuomotor Policy

Byungkun Lee, Minho Park, Hojoon Lee, Dongyoon Hwang, Donghu Kim, Hyunseung Kim, Kyungmin Lee, Yunho Kim, Jaegul Choo

Computer Vision WACV 2027
AsyncOPD: How Stale Can On-Policy Distillation Be?

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
Aligning Embodied Companion Agent Evaluation with User Experience

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

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
ThinkSafe: Self-Generated Safety Alignment for Reasoning Models

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
Looped Diffusion Language Models

Looped Diffusion Language Models

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

Language Model NeurIPS 2026
Is the Importance Ratio Necessary for Stable Reinforcement Learning in LLMs?

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

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

Language Model NeurIPS 2026
Pruning and Distilling Mixture-of-Experts into Dense Language Models

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
SitCom: Scaling Egocentric Multi-Party Spoken Dialogue for Situated Communication Assistance

SitCom: Scaling Egocentric Multi-Party Spoken Dialogue for Situated Communication Assistance

Heeseung Yun*, Sehun Lee*, Tony Woo, Yoonji Nam, Sung-Feng Huang, Chao-Han Huck Yang, Gunhee Kim

Data-Centric AI NeurIPS 2026
Beyond Clipping: Signed Logarithmic Smoothing for Policy Optimization

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