4 citations · 4 across the 5 of their papers we have counts for
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cs.AI2026
Geometry of Divergence: Tracking Hidden-State Trajectories for Adaptive Multi-Turn Reasoning
Jie Liang, Zhengxin Yu, Hamid Nasiri +1
LLM agents need to sustain goal-consistent reasoning across long multi-turn interactions under strict resource constraints. However, as the multi-turn context accumulates, it can d…
cs.AI2025
Cost-Aware Model Orchestration for LLM-based Systems
Daria Smirnova, Hamid Nasiri, Marta Adamska +2
As modern artificial intelligence (AI) systems become more advanced and capable, they can leverage a wide range of tools and models to perform complex tasks. The task of orchestrat…