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lingxiaoshawn's Projects

digress icon digress

code for the paper "DiGress: Discrete Denoising diffusion for graph generation"

glam icon glam

Source Code for Graph Anomaly Detection with Unsupervised GNNs (ICDM2022)

gnnaskernel icon gnnaskernel

Source code for From Stars to Subgraphs (ICLR 2022)

kcsetgnn icon kcsetgnn

Official Implementation of (k,c)(≤)-SetGNN (NeurIPS 2022)

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

pg-learn icon pg-learn

An efficient algorithm to learn graph for semi-supervised learning

setvae icon setvae

[CVPR'21] SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data, in PyTorch

usd3 icon usd3

Unify and Simplify Discrete-time and Continuous-time Discrete Denoising Diffusion

xformers icon xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

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