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👋 This is Zehua Cheng

I am a D.Phil candidate in Computer Science at the University of Oxford, doing interdisciplinary research between Artificial Intelligence and Drug Discovery, supervised by Professor Thomas Lukasiewicz in Intelligent Systems Lab. Currently I am working on building a cross-institutional, large-scale distributed machine learning system. I am working closely with many prominent medical institutions, such as Peking Union Medical College Hospital, Tsinghua Changgeng Hospital, etc. This system aimed to streamline the diagnostic process across these disparate facilities, thereby fostering greater collaboration and information sharing in a highly secure environment.

Selected Awards

  • First Prize at ACM. MM GrandChallenge in Multi-Modal Video Identification Track in 2019
  • First Prize at AWS Self-driving car racing challenge in 2021
  • International Joint Conference on Artificial Intelligence (IJCAI 2022) Travel Grant
  • Third Prize at NeurIPS 2023: Open Catalyst Challenge

Contact me

[email protected]

Limber Cheng's Projects

pke icon pke

Python Keyphrase Extraction module

prmlt icon prmlt

Matlab code for algorithms in PRML book

pycadl icon pycadl

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pyrobot icon pyrobot

PyRobot: An Open Source Robotics Research Platform

pytorch-pretrained-bert icon pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch_examples icon pytorch_examples

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

rl-baselines3-zoo icon rl-baselines3-zoo

A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.

rqalpha icon rqalpha

A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities

rtstereo icon rtstereo

Real-time 3D body keypoint reconstruction system based on OpenPose

samples-for-ai icon samples-for-ai

Samples for getting started with deep learning across TensorFlow, CNTK, Theano and more.

selectivebackprop icon selectivebackprop

SelectiveBackprop accelerates training by dynamically prioritizing useful examples with high loss

serpentai icon serpentai

Game Agent Framework. Helping you create AIs / Bots to play any game you own! BETA

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