Xinyang Liu

Prediction and influencing factors of photovoltaic system power generation of a single house based on continuously measured data

2023 · Indoor and Built Environment

With the development of photovoltaic (PV) power generation systems in single houses, research has recently focused on the prediction of PV power generation to match PV power generation with building energy consumption characteristics. However, prediction …

PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification

2023

Multi-label image classification is a prediction task that aims to identify more than one label from a given image. This paper considers the semantic consistency of the latent space between the visual patch and linguistic …

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 …