Hong‐Ning Dai

A Rhombic Dodecahedron Topology for Human-Centric Banking Big Data

2019 · IEEE Transactions on Computational Social Systems

Banks are collecting an unprecedentedly large amount of data about their customers from difference sources, considering their cyber, physical, social activities. The focus of this paper is to study the problem of information sharing and …

XBlock-EOS: Extracting and Exploring Blockchain Data From EOSIO

2020 · arXiv (Cornell University)

Blockchain-based cryptocurrencies and applications have flourished in blockchain research community. Massive data generated from diverse blockchain systems bring not only huge business values but also technological challenges in data analytics of heterogeneous blockchain data. Different …

ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural Networks

2024 · arXiv (Cornell University)

Although Graph Neural Networks (GNNs) have exhibited the powerful ability to gather graph-structured information from neighborhood nodes via various message-passing mechanisms, the performance of GNNs is limited by poor generalization and fragile robustness caused by …