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20242026
most citedLarge Language Models are Learnable Planners for Long-Term Recommendation

31 citations · 53 across the 15 of their papers we have counts for

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cs.AI2026

When Upstream Messages Override Correct Answers: A Controlled Study of Multi-Agent LLM Collaboration

Yaxin Gong, Gangyi Zhang, Chongming Gao +7

Multi-agent LLM systems rely on message passing among specialized agents to accomplish complex tasks. However, an upstream agent may provide useful information or an incorrect answ…