Huan Yang

An Optimized Boundary to Characterize the Relationship between Training Data Quantity and Neural Network Accuracy in Describing Variable Parameters of PMSMs

2024

In recent years, there is a growing interest in utilizing neural networks (NNs) to model the motor variable parameters, due to their excellent performance in nonlinear fitting. However, it is quite difficult to precisely establish …

KVShare: An LLM Service System with Efficient and Effective Multi-Tenant KV Cache Reuse

2025 · arXiv (Cornell University)

Recent advances in long-text understanding have pushed the context length of large language models (LLMs) up to one million tokens. It boosts LLMs's accuracy and reasoning capacity but causes exorbitant computational costs and unsatisfactory Time …