3 papers
cs.LG2025
GTS_Forecaster: a novel deep learning based geodetic time series forecasting toolbox with python
Xuechen Liang, Xiaoxing He, Shengdao Wang +6
Geodetic time series -- such as Global Navigation Satellite System (GNSS) positions, satellite altimetry-derived sea surface height (SSH), and tide gauge (TG) records -- is essenti…
cs.CV2025
Research on Expressway Congestion Warning Technology Based on YOLOv11-DIoU and GRU-Attention
Tong Yulin, Liang Xuechen
Expressway traffic congestion severely reduces travel efficiency and hinders regional connectivity. Existing "detection-prediction" systems have critical flaws: low vehicle percept…
quant-ph2025
A Collaborative Framework for Quantum Optimisation and Quantum Neural Networks: Credit Feature Selection and Image Classification
JiaNing Long, Xuechen Liang
This paper investigates the efficacy of quantum computing in two distinct machine learning tasks: feature selection for credit risk assessment and image classification for handwrit…