3 papers
q-fin.CP2025
FinZero: Launching Multi-modal Financial Time Series Forecast with Large Reasoning Model
Yanlong Wang, Jian Xu, Fei Ma +8
Financial time series forecasting is both highly significant and challenging. Previous approaches typically standardized time series data before feeding it into forecasting models,…
cs.LG2025
MCIGLE: Multimodal Exemplar-Free Class-Incremental Graph Learning
Haochen You, Baojing Liu
Exemplar-free class-incremental learning enables models to learn new classes over time without storing data from old ones. As multimodal graph-structured data becomes increasingly…
cs.LG2025
Metric Embedding Initialization-Based Differentially Private and Explainable Graph Clustering
Haochen You, Baojing Liu
Graph clustering under the framework of differential privacy, which aims to process graph-structured data while protecting individual privacy, has been receiving increasing attenti…