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InJin Kong

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#artificial intelligence Preprint Sep 2026

SelfSearch: Reward-Free Search for Self-Improving Agents

SelfSearch is introduced, a reward-free search procedure in which agents modify themselves using records of previous self-improvement episodes, providing concrete experience for improving both task solving and self-modification.

Jungwoo Yang, InJin Kong, Yohan Jo · 0 citations
#artificial intelligence Preprint Sep 2026

Unmask the State: When Does State Adaptation Matter for Masked Diffusion Language Models

Masked diffusion language models (MDMs) admit flexible generation orders, making the unmasking strategy an inference decision. Existing methods vary in how they prioritize positions, control parallelism, restrict selection regions, revise predictions, or plan future denoising, yet it remains unclear when these choices...

InJin Kong, Sung-hwan Choi, Yohan Jo · 0 citations

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