From the 1 of 5 linked papers with an AI index.
5 papers
Eco3S: Complex Socio-Economic System Simulation via Agent-Based Models
Shaopeng Wei, Yufei Cheng, Wenxi Sun +3
Eco3S is a framework that combines large language models with agent-based modeling to simulate socio‑economic systems, featuring co‑evolving environments, causal counterfactual int…
A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data and LLMs Perspective
Huaming Du, Cancan Feng, Yuqian Lei +5
Enterprise financial risk analysis aims at predicting the future financial risk of enterprises. Due to its wide and significant application, enterprise financial risk analysis has…
Towards Comprehensive Information-theoretic Multi-view Learning
Long Shi, Yunshan Ye, Wenjie Wang +4
Information theory has inspired numerous advancements in multi-view learning. Most multi-view methods incorporating information-theoretic principles rely an assumption called multi…
Identifying Evidence Subgraphs for Financial Risk Detection via Graph Counterfactual and Factual Reasoning
Huaming Du, Lei Yuan, Qing Yang +6
Company financial risks pose a significant threat to personal wealth and national economic stability, stimulating increasing attention towards the development of efficient andtimel…
Melody-Guided Music Generation
Shaopeng Wei, Manzhen Wei, Haoyu Wang +2
We present the Melody-Guided Music Generation (MG2) model, a novel approach using melody to guide the text-to-music generation that, despite a simple method and limited resources,…