Senmao Qi's Projects
Unofficial PyTorch implementation of Anti Distillation Backdoor Attacks(MM '21)
Backdoor attack in NLP
This is a code repository that includes research related to deep learning.
A fast MoE impl for PyTorch
Simple simulation of federated learning (FedAvg) using Flower framework
LLM Unlearning
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Personalized federated learning simulation platform with non-IID and unbalanced dataset
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
This package implements THOR: Transformer with Stochastic Experts.
Unlearning in federated learning