Publications

A collection of research papers and scientific articles.

RiskLabs: Predicting Financial Risk Using Large Language Model Based on Multimodal and Multi-Sources Data
November 2025 Yupeng Cao, Zhi Chen, Qingyun Pei, Fabrizio Dimino, Lorenzo Ausiello, Prashant Kumar, K. P. Subbalakshmi, and Papa Momar Ndiaye ACM International Conference on AI in Finance (ICAIF 2024), Workshop on Multimodal Financial Foundation Models
#Large Language Models #Financial AI #Financial Risk Prediction #Multimodal Learning #Quantitative Finance

A multimodal framework integrating large language models, financial news, earnings conference calls, and market data for financial risk prediction.

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ECC Analyzer: Extract Trading Signal from Earnings Conference Calls using Large Language Model for Stock Performance Prediction
November 2024 Yupeng Cao, Zhi Chen, Qingyun Pei, Nathan Jinseok Lee, K. P. Subbalakshmi, Papa Momar Ndiaye ACM International Conference on AI in Finance (ICAIF 2024)
#Large Language Models #Financial AI #Financial NLP #Multimodal Learning #Retrieval-Augmented Generation

A multimodal framework integrating large language models, Retrieval-Augmented Generation, and multimodal feature fusion for extracting trading signals from earnings conference calls.

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