SpaGCN: Integrating gene expression, spatial location and histology to identify spatial domains and spatially variable genes by graph convolutional network

深度学习经典、新论文逐段精读

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…

Must-read papers on prompt-based tuning for pre-trained language models.

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

A pytorch adversarial library for attack and defense methods on images and graphs

Must-read papers on graph neural networks (GNN)

Projects on AI topics like speech recognition, face recognition, and neural machine translation + Projects on engineering my own version of PyTorch libraries and optimization methods from scratch.

Geometric Deep Learning Extension Library for PyTorch

An open-source NLP research library, built on PyTorch.

We are building an open database of COVID-19 cases with chest X-ray or CT images.

A BERT model for scientific text.

Semantic Scholar GORC dataset https://arxiv.org/abs/1911.02782

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

A text generation reading list maintained by Tsinghua Natural Language Processing Group.

Code for all my tutorials

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

Accompanying code for the Medium article