الباحثون

Hideo Kobayashi

المنشورات 2

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Plan-and-Patch: Diffusion Language Models for Agentic Planning

Syamantak Kumar, Jiang Guo, Hassan Hamad وآخرون · 2026

Planning is increasingly important for long-horizon agents, where successful execution requires coordinating subgoals, tool use, and intermediate outcomes over many steps. Yet assumptions made during planning may be invalidated by the environment, tools may return unexpected results, or actions may fail. Effective agen …

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DEdit: Iterative Draft Editing for Speculative Decoding

Longxuan Yu, Bingsen Chen, Peng Shi وآخرون · 2026

Speculative decoding accelerates autoregressive LLMs by having a lightweight drafter propose tokens that the target model verifies in parallel. Diffusion-based drafters further reduce drafting latency by proposing multiple tokens at once. However, these tokens are predicted independently, so a single early error causes …

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