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cs.AI2026
CAIRN: Dynamic Fact-Intent DAGs for Multi-Agent Exploration
Zuyao Xu, Yuyang Jia, Junwei Guan +3
LLM-powered autonomous systems have demonstrated promising capabilities in mathematical reasoning, engineering, and cybersecurity. Yet how to organize these systems for effective,…
cs.CV2026
HiMix: Hierarchical Artifact-aware Mixup for Generalized Synthetic Image Detection
Shuchang Zhou, Kaiwen Shen, Jiwei Wei +3
The rapid evolution of generative models has enabled the creation of highly realistic and diverse synthetic images, posing significant challenges to reliable and generalizable Synt…