dixiyao

LLM-Academic-Writing

A public repository going to study how we can leverage LLMs as tools to improve our academic writing.

Patch-Shuffling-Transformer

The official implementatioin code of ICDM 2022 paper: "Privacy-Preserving Split Learning via Patch Shuffling over Transformers"

Context-Aware-Compilation-of-DNN-Training-Pipelines-across-Edge-and-Cloud

The implementation of IMWUT paper "Context-Aware Compilation of DNN Training Pipelines across Edge and Cloud"

SpecNet

Replication a series of networks completely training and inferencing over spectral/frequency domain

Create-Non-IID-dataset-torch

The demo code of creating non iid dataset based on dirichelet distribution. Use Pytorch Framework

Cloud-Solidwork-Application

An example of implementing cloud SolidWork application

Hirschberge-Editing-distance

use hirscheberge algorithm to solve DNA editing problem

SJTU_CS145

Simple Five Level Pipeline CPU

ECE1513

Course-Projects

This repo includes some interesting open questions or projects I came across during SJTU courses

CS385

dixiyao

dixiyao.github.io

ece1505-course-project

Optimization over Client Selection in Efficient Federated Learning

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Extended-Structure-Entropy

FATE

An Industrial Level Federated Learning Framework

Flyexpress-pytorch

gensim

Topic Modelling for Humans

Mentor-Relate

omniglot

Omniglot data set for one-shot learning

omnimotion

plato

A new scalable federated learning research framework

pullteeth

python_autocomplete

A simple neural network for python autocompletion

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Reference-Share

SJTU-online-Judge-solution

The solution to SJTU online judge and course CS154, CS149

test-tensorflow-gpu

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.