Filter

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

Data-Centric AI 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

Data-Centric AI NeurIPS 2026 Workshop
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

Data-Centric AI NeurIPS 2026
Looped Diffusion Language Models

Looped Diffusion Language Models

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

Data-Centric AI 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

Data-Centric AI 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

Data-Centric AI NeurIPS 2026
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

Data-Centric AI NeurIPS 2026
AMUSE: Anytime Muon with Stable Gradient Evaluation

AMUSE: Anytime Muon with Stable Gradient Evaluation

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

Data-Centric AI NeurIPS 2026 Spotlight