ACAR: Adaptive Complexity Routing for Multi-Model Ensembles with Auditable Decision Traces. - Ramchand Kumaresan (CoRR, 2026)

Orion: Characterizing and Programming Apple's Neural Engine for LLM Training and Inference. - Ramchand Kumaresan (CoRR, 2026)

KALAVAI: Predicting When Independent Specialist Fusion Works - A Quantitative Model for Post-Hoc Cooperative LLM Training. - Ramchand Kumaresan (CoRR, 2026)

Decomposing Evolutionary Mixture-of-LoRA Architectures: The Routing Lever, the Lifecycle Penalty, and a Substrate-Conditional Boundary. - Ramchand Kumaresan (CoRR, 2026)