- π Hi, Iβm @jimmyc96
- π Iβm interested in federated learning and network intelligence.
- π± Iβm currently based in Singapore.
jimmyc96 Goto Github PK
Name: Zihan Chen
Type: User
Location: Singapore
Name: Zihan Chen
Type: User
Location: Singapore
Awesome Knowledge-Distillation. εη±»ζ΄ηηη₯θ―θΈι¦paper(2014-2021)γ
A curation list of Awesome LLM/FM for wireless communication and networking papers, including applications, benchmarks, datasets, codes/implementations, and related resources.
Active Sensing for Communications by Learning
An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Federated Learning - PyTorch
An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Implementation of dp-based federated learning framework using PyTorch
Standard federated learning implementations in FedLab and FL benchmarks.
An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clients to be selected), t (local epochs) and s (Quantizer levels))
Code for paper "A Unified Analysis of Federated Learning with Arbitrary Client Participation"
Config files for my GitHub profile.
Homepage
LaTeX style file for the Journal of Machine Learning Research
[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
Model-Contrastive Federated Learning (CVPR 2021)
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"
Code reproducing Neural Collapse phenomenon on MSE and cross-entropy loss
Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
Model Fusion via Optimal Transport, NeurIPS 2020
The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.
A new scalable federated learning research framework
95.47% on CIFAR10 with PyTorch
A quickstart and benchmark for pytorch distributed training.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.