Stars
Know Your Account: Double graph inference-based Account De-anonymization on Ethereum accpted for ICDE2025
Second order Phishing Network
A cross-chain data generator. Contains a data extractor and a cross-chain transaction generator for multiple cross-chain protocols/bridges
Recipes to train reward model for RLHF.
Awesome papers on Financial AI and transformative AI ideas.
This is the official implementation of the paper “Griffin: Towards a Graph-Centric Relational Database Foundation Model.”
Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393
Elliptic++ Dataset: A Graph Network of Bitcoin Blockchain Transactions and Wallet Addresses
Awesome literature on imbalanced learning on graphs
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
Curated list of awesome paper for table understanding tasks
A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives (TPS23)
Profiling and Deanonymizing Ethereum Users
A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources
Implemented reinforcement learning algorithms, including Value-Iteration and Q-Learning, for a 2D grid world Markov Decision Process resembling a Pac-man game. Also applied the Mini-Max algorithm a…
This repository contains the resources on graph neural network (GNN) considering heterophily.
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection (WWW23)
Academic Smart Contract Papers. Welcome developers or researchers to add more published papers to this list.
Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection (TKDE Accepted)
Smart Contract Vulnerability Detection From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion (IJCAI-21 Accepted)