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20242026
most citedA Framework for Cost-Effective and Self-Adaptive LLM Shaking and Recovery Mechanism

1 citations · 1 across the 3 of their papers we have counts for

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cs.CV2026

Beyond Natural Images: Rethinking AI-Generated Image Detection in Documents

Zhangjie Fu, Jiazhen Yan, Yuanwen Chen +5

AI-generated image detection has attracted increasing attention, but existing evaluations mainly focus on natural images, leaving AI-generated document images largely underexplored…

cs.CR2026

Agent Harness Distillation: Inference-Time Harness Extraction and Exploitation in Autonomous Multi-Agent Systems

Yu Cui, Wuli Yang, Yirui Shi +4

Autonomous multi-agent systems (AMAS) built on large language models (LLMs), such as Hermes, increasingly rely on inference-time harnesses to coordinate reasoning and action. Const…