Xinli Xiong's starred repositories

Awesome-GPT-Agents

A curated list of GPT agents for cybersecurity

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ICQ

Codes accompanying the paper "Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning" (NeurIPS 2021 Spotlight https://arxiv.org/abs/2106.03400)

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HARL

Official implementation of HARL algorithms based on PyTorch.

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awesome-model-based-RL

A curated list of awesome model based RL resources (continually updated)

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NeuScraper

[ACL 2024] This is the code repo for our ACL’24 paper "Cleaner Pretraining Corpus Curation with Neural Web Scraping".

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STGCN-PyTorch

🚗 Implementation of spatio-temporal graph convolutional network with PyTorch

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cutword

一个简单快速的分词、命名实体识别工具

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YAWNING-TITAN

YAWNING TITAN is an abstract, graph based cyber-security simulation environment that supports the training of intelligent agents for autonomous cyber operations.

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APTnotes

Various public documents, whitepapers and articles about APT campaigns

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loghub

A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

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Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

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bears-tp

Simple reliable transport (Cal EE 122 Project 1, Fall 2011)

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awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

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PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

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Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

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ares

A System-Oriented Wargame Framework for Adversarial ML

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Awesome-LLMs-in-Graph-tasks

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

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Transformer-Reinforcement-Learning

Train transformer language models with reinforcement learning.

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DRL-for-Job-Shop-Scheduling

Address the JSP problem through DRL, including mlp, gcn, transformer policies.

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episodic-transformer-memory-ppo

Clean baseline implementation of PPO using an episodic TransformerXL memory

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recurrent-ppo

A Reinforcement Learning Project using PPO + LSTM

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ppo-transformer

A Reinforcement Learning Project using PPO + Transformer

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trl

Train transformer language models with reinforcement learning.

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graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

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AutoAgents

[IJCAI 2024] Generate different roles for GPTs to form a collaborative entity for complex tasks.

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