Lin Ye

Improved Apriori Algorithm for Mining Association Rules

2018 · DEStech Transactions on Computer Science and Engineering

Apriori algorithm as a classic algorithm in data mining, it has a good performance in a small number of transactions in the database which has been widely used by people, but the algorithm has two …

An Integrated Method for Day-ahead Photovoltaic Power Prediction Considering Error Correction Strategy

2024

PV power is difficult to predict accurately during fluctuation, and considering the correction of prediction error in PV power prediction is an effective countermeasure to increase PV power prediction accuracy. For this reason, this essay …

Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents

2025 · arXiv (Cornell University)

The rapid expansion of web content has made on-device AI assistants indispensable for helping users manage the increasing complexity of online tasks. The emergent reasoning ability in large language models offer a promising path for …

Route-and-Reason: Scaling Large Language Model Reasoning with Reinforced Model Router

2025 · arXiv (Cornell University)

Chain-of-thought has been proven essential for enhancing the complex reasoning abilities of Large Language Models (LLMs), but it also leads to high computational costs. Recent advances have explored the method to route queries among multiple …