Code Monkey home page Code Monkey logo

Greetings! I am Tuo Zhang, an young machine learning researcher and PhD student📖.

I am a Ph.D. student interested in federated learning, time-series forecasting and Internet of Things. I am very proud to work in vITAL lab under the leadership of Prof. Salman Avestimehr. Before joining USC, I got my Bachelor in University of California, Santa Barbara under the supervision of Prof. Mahnoosh Alizadeh and Prof. Forrest Brewer. I am proud as an almuni of Nankai High School, Tianjin(天津南开中学).

  • 👀 I’m interested in federated learning, time-series forecasting and Internet of Things
  • 🌱 I’m currently working on my PhD in Federated Learning
  • 💞️ I’m looking to collaborate on research ideas 🤝 and I am always looking for research internships
  • 📫 You could always reach me by [email protected]
  • 🏸️ Let's play badminton together!
  • Let's Go! Tianjin JINMENHU!

Tuo Zhang's Projects

fedaudio icon fedaudio

[ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks

fediot icon fediot

Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection

fedml icon fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

flsim icon flsim

Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.

secretflow icon secretflow

A unified framework for privacy-preserving data analysis and machine learning

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.