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Tag

#routing

4 articles tagged #routing

arxivJun 2

Edge-aware Decoding for Neural Asymmetric Routing

arXiv:2606.02136v1 Announce Type: new Abstract: Neural asymmetric routing models increasingly encode directionality through matrix representations and asymmetry-aware attention. The final routing action, however, is not a node in isolation but a directed transition chosen under the current partial r

RA1 model#machine-learning#routing#asymmetric-routingRead on arxiv →
arxivMay 29bullish

Rethinking Stepwise Model Routing: A Cost-Efficient Table Reasoning Perspective

arXiv:2605.29319v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) achieve strong performance on table reasoning tasks but incur substantial inference cost due to long reasoning traces. Stepwise model routing mitigates this issue by dynamically assigning reasoning steps to smaller or larg

#table-reasoning#efficiency#routingRead on arxiv →
arxivMay 16

Adapting Dijkstra for Buffers and Unlimited Transfers

arXiv:2603.11729v3 Announce Type: replace-cross Abstract: In recent years, RAPTOR based algorithms have been considered the state-of-the-art for path-finding with unlimited transfers without preprocessing. However, this status largely stems from the evolution of routing research, where Dijkstra-base

#routing#algorithms#optimizationRead on arxiv →
arxivApr 2bullish

SkillRouter: Skill Routing for LLM Agents at Scale

arXiv:2603.22455v4 Announce Type: replace Abstract: Reusable skills let LLM agents package task-specific procedures, tool affordances, and execution guidance into modular building blocks. As skill ecosystems grow to tens of thousands of entries, exposing every skill at inference time becomes infeasi

SK1 model#machine-learning#benchmark#routingRead on arxiv →
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