4 papers · 1 filter
FLAG: Financial Long Document Classification via AMR-based GNN
Bolun "Namir" Xia, Aparna Gupta, Mohammed J. Zaki
The advent of large language models (LLMs) has initiated much research into their various financial applications. However, in applying LLMs on long documents, semantic relations ar…
Fed-RD: Privacy-Preserving Federated Learning for Financial Crime Detection
Md. Saikat Islam Khan, Aparna Gupta, Oshani Seneviratne +1
We introduce Federated Learning for Relational Data (Fed-RD), a novel privacy-preserving federated learning algorithm specifically developed for financial transaction datasets part…
Smart Contracts, Smarter Payments: Innovating Cross Border Payments and Reporting Transactions
Maruf Ahmed Mridul, Kaiyang Chang, Aparna Gupta +1
The global financial landscape is experiencing significant transformation driven by technological advancements and evolving market dynamics. Moreover, blockchain technology has bec…
Deciphering Crypto Twitter
Inwon Kang, Maruf Ahmed Mridul, Abraham Sanders +4
Cryptocurrency is a fast-moving space, with a continuous influx of new projects every year. However, an increasing number of incidents in the space, such as hacks and security brea…