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20232026
most citedRT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models

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cs.LG2026

AESOP: Adversarial Execution-path Selection to Overload Deep Learning Pipelines

Tingxi Li, Mingfang Ji, Ravishka Shemal Rathnasuriya +3

Modern machine learning deployments increasingly compose specialized models into dynamic inference pipelines, where upstream components produce intermediate predictions that determ…