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20242026
most citedInfoNCE is a Free Lunch for Semantically guided Graph Contrastive Learning

4 citations · 4 across the 2 of their papers we have counts for

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cs.AI2026

Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems

Zixu Wang, Bingbing Xu, Yige Yuan +2

Multi-Agent Systems (MAS) built on large language models typically solve complex tasks by coordinating multiple agents through workflows. Existing approaches generates workflows ei…