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chaoyanghe/README.md

Hi 👋, nice to e-meet you here:-) Please drop me an email if you are interested in my company or research.

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Open and Collaborative AI Anywhere at Any Scale

  • Founder and CTO of FedML, Inc (https://fedml.ai), a company building open and collaborative AI anywhere at any scale
  • Ph.D. Degree in Computer Science, University of Southern California, Los Angeles, USA
  • A lifelong learner with a strong passion and interest in scientific research, engineering, production, R&D team management, and entrepreneurship.
  • My Homepage: https://chaoyanghe.com

I'm looking for full-time/part-time researchers, engineers, interns to build products for FedML, Inc. Please drop me an email, if you are good at any area of Machine Learning (optimization, diverse learning paradigms), CV (embedded vision or cloud vision), NLP, Data Mining (e.g., graph neural networks), or Edge Computing (Android/iOS, IoTs, Web-React/Vue.js), Cloud Native Computing (e.g., Java Spring, Kubernetes), Distributed Systems (Distributed Training, NCCL, MQTT, RPC, MPI), Security/Privacy (MPC, DP, etc.). See https://fedml.ai/careers/ for details.

Pinned

  1. FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated lear…

    Python 2k 496

  2. PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021

    Python 42 10

  3. FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022

    213 42

  4. FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

    175 39

  5. FedCV: An Industrial-grade Federated Learning Framework for Diverse Computer Vision Tasks

    60 20

  6. Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.

    40 13

3,787 contributions in the last year

Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Mon Wed Fri
Activity overview
Contributed to FedML-AI/FedML, chaoyanghe/chaoyanghe, FedML-AI/FedNLP and 27 other repositories

Contribution activity

October 2022

Created 7 commits in 1 repository

Created a pull request in FedML-AI/FedML that received 1 comment

Dev/v0.7.0

+11,145 −2,106 1 comment
27 contributions in private repositories Oct 1 – Oct 3

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