الباحثون

Xiaoshuai Sun

المنشورات 2

نسخة أولية وصول مفتوح

FastJEV: Understanding Redundancy for Compact JEV Inference

Jie Ma, Jie Gao, Yihang Liu وآخرون · 2026

JEV models make multimodal decisions by directly scoring candidates. Although the common context is encoded once, candidate evaluation can still repeat matching token histories, duplicate inference states, and execute the full backbone. In this paper, we study these sources of redundancy and present FastJEV for compact …

نسخة أولية وصول مفتوح

Skill-V: Verifiable Self-Evolving Skill Library for Interactive Agents

Jie Ma, Zhipeng Qian, Yufei Ma وآخرون · 2026

Interactive agents can turn experience into reusable skills, yet existing self-evolving skill libraries primarily improve by accumulating new knowledge. Failures may lead to new skills, while previously stored skills are less often revisited as new evidence arrives. However, growth alone does not ensure reliability, as …

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