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Author

Soheil Abbasloo

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#artificial intelligence Preprint Oct 2026

Dynamic Expert Pruning for Multi-Agent Systems

Across diverse tasks and roles, model scales, and MoE architectures, DEP achieves better overall accuracy than static pruning and merging baselines, and generalizes to workflows unseen in training without retraining.

Jabin Koo, Soheil Abbasloo, Sungjae Lee et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Do AI Agents Understand Computer Architecture?

AutoTuring hands the same agent the same 15-dimensional accelerator space twice: once as named architectural knobs with simulator counters, once as anonymous variables on [0,1], with the evaluator, the legal space and the reachable optima held identical, so that the only thing that varies is whether the problem means a...

Ambika Sharan, G. Chirkov, Soheil Abbasloo · 0 citations

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