Know Your Account: Double graph inference-based Account De-anonymization on Ethereum accpted for ICDE2025

Second order Phishing Network

An awesome LaTeX template for NSFC proposal.

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

This is the code of TLmGNN

A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.

本人的科研经验

Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives (TPS23)

Profiling and Deanonymizing Ethereum Users

A curated list of graph-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…

Graph Neural Network Library for PyTorch

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"

A Library for Dynamic Graph Learning

BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection (WWW23)