UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph LearningLin JunhongXiaojie Guoet al.2024Big Data 2024
FraudGT: A Simple, Effective, and Efficient Graph Transformer for Financial Fraud DetectionLin JunhongXiaojie Guoet al.2024ICAIF 2024
Identifying Money Laundering Subgraphs on the BlockchainKiwhan SongMohamed Ali Dhraiefet al.2024ICAIF 2024
Designing multi-model conversational AI financial systems: understanding sensitive values of women entrepreneurs in BrazilHeloisa Caroline de Souza Pereira CandelloGabriel Meneguelli Soellaet al.2024IMX 2024
Empowering Sustainable Finance: Leveraging Large Language Models for Climate-Aware InvestmentsAyush JainManikandan Padmanabanet al.2024ICLR 2024
Provably Powerful Graph Neural Networks for Directed MultigraphsBéni EgressyLuc von Niederhäusernet al.2024AAAI 2024
Realistic Synthetic Financial Transactions for Anti-Money Laundering ModelsErik AltmanJovan Blanusaet al.2023NeurIPS 2023
Accelerating Decision-Tree-based Inference through Adaptive ParallelizationJan van Lunteren2023PACT 2023
Robust Methods For Hierarchical Time Series Forecasting In OperationsPin-Yu ChenAlkiviadis Mertzioset al.2023INFORMS 2023