الباحثون

Yupeng Chen

المنشورات 2

نسخة أولية وصول مفتوح

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

DeepSeek-AI, Anyi Xu, B. Li وآخرون · 2026

The widespread adoption of long-horizon agents has made model workloads increasingly input-heavy. Although prior work has substantially reduced the cost of long-context computation, prefill remains computationally expensive, and large KV caches continue to strain HBM and SSD capacity and data-transfer bandwidth. Togeth …

نسخة أولية وصول مفتوح

PaperDoctor: Evidence-Grounded and Actionable Feedback for Scientific Papers in Progress

Kevin Qinghong Lin, Siyuan Hu, Pan Lu وآخرون · 2026

Autoresearch agents are reshaping the research ecosystem, but they can also let flawed claims enter the literature at scale. Human advisors catch such issues in drafts through careful, traceable feedback, yet advisor-style assessment requires extensive manual effort and does not scale. To shift automated paper assessme …

المؤلفون المشاركون