Acceleration-As-A-μService: A Cloud-native Monte-Carlo Option Pricing Engine on CPUs, GPUs and Disaggregated FPGAsDionysios DiamantopoulosRaphael Poliget al.2021CLOUD 2021
Hybrid Forecasting of Service Request Tickets with Human-in-the-loop (HitL)Shubhi AsthanaBing Zhanget al.2020NeurIPS 2020
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock PredictionYong XieDakuo Wanget al.2022NAACL 2022
“The squawk Bot”*: Joint learning of time series and text data modalities for automated financial information filteringXuan-Hong DangSyed Yousaf Shahet al.2021IJCAI 2020
UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph LearningLin JunhongXiaojie Guoet al.2024Big Data 2024
Identifying Money Laundering Subgraphs on the BlockchainKiwhan SongMohamed Ali Dhraiefet al.2024ICAIF 2024
FraudGT: A Simple, Effective, and Efficient Graph Transformer for Financial Fraud DetectionLin JunhongXiaojie Guoet al.2024ICAIF 2024
Accelerating Decision-Tree-based Inference through Adaptive ParallelizationJan van Lunteren2023PACT 2023
A Rigorous Risk-aware Linear Approach to Extended Markov Ratio Decision Processes with Embedded LearningAlexander ZadorojniyTakayuki Osogamiet al.2023IJCAI 2023
System and Method on Order Management Using Neural Networks and Risk ModelingShubhi AsthanaBing Zhanget al.2022Big Data 2022