Huan Wang's repositories
Deep-Learning-System
Deep Learning System core principles introduction.
FedLib
A Pytorch Framework for Federated Learning Algorithm Library.
FL-Library
Personalized federated learning simulation platform with non-IID and unbalanced dataset.
Backdoor-Awesome
A curated list of papers & resources on backdoor attacks and defenses in deep learning.
Awesome-Trustworthy-DL
A curated list of trustworthy deep learning papers.
Adversarial-Attacks-Pytorch
PyTorch implementation of adversarial attacks.
Awesome-GPT
GPT相关开源项目合集, Collection of Open Source Projects Related to GPT.
Graph-Adversarial-Learning
A curated collection of adversarial attack and defense on graph data.
Backdoor-Attacks
A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses.
LLM-main
Awesome-Multimodal-Large-Language-Models
Awesome-FL
Federated Learning Resources and Papers
Awesome-FML
Awesome Federated Machine Learning
Backdoor-TrojanZoo
Pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification. in deep learning.
LLM-survey
A Survey of Large Language Models
Attention-Pytorch
Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution.
PLM-ProtTrans
ProtTrans is providing state of the art pretrained language models for proteins.
Notes-Lihang
Statistical Learning Methods 统计学习方法 [笔记, 代码, Notebook]
PLM-ProtFlash
ProtFlash: A lightweight Protein Language Model
Awesome-Graph-Attack-Defense
Adversarial attacks and defenses on Graph Neural Networks.
ViT-FL-main
Vision Transformer in Federated Learning
PLM-ProteinLM
Protein Language Model Based on Megatron-LM Framework
Awesome-AML
A curated list of awesome adversarial machine learning resources.
Loss-Landscape
Code for visualizing the loss landscape of neural nets.
Awesome-Adversarial-ML
A curated list of awesome adversarial attack and defense papers.
Adversarial-Attacks-CNN
Pytorch implementation of convolutional neural network adversarial attack techniques.