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20242026
most citedCreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs

1 citations · 1 across the 4 of their papers we have counts for

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cs.LG2026

Toward Robust Open-set Adaptation: Synapse Consolidation Inspired by Rac1/MAPK Pathways

Xiao Zhang, Tianyu Hu, Juntao Lyu +2

Large Language Models (LLMs) generalize across tasks through reusable representations and flexible reasoning, yet remain brittle in real deployment when faced with evolving tasks a…