YH-UtMSB

sigvae-torch

A Pytorch implementation of Semi-implicit-graph-variational-auto-encoders

VEPM

Source code of NeurIPS 2022 paper *A Variational Edge Partition Model for Supervised Graph Representation Learning*

Graph_Beta_Diffusion

Official Release of the Implementation Of Paper "Beta Diffusion For Graph Generation"

Public-Comment-Impact-On-Acceptance

Source code of a study on the impact of public comments on openreview venue paper's acceptance.

Useful-resources-of-deep-generative-modeling

A collection of awesome github projects in deep generative modeling

Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Courses

Currently teaching & learning courses

Deep-Hedging

fraud-detection-handbook

Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook

gae-pytorch

Graph Auto-Encoder in PyTorch

ganhacks

starter from "How to Train a GAN?" at NIPS2016

Graph-Neural-Networks-With-Heterophily

This repository contains the resources on graph neural network (GNN) considering heterophily.

LightGCN-PyTorch

The PyTorch implementation of LightGCN

MS-Task-Learning

Implementation of "Major-Subordinate-Task Learning Strategy"

MyData_test

SIVI

An efficient and accurate method to bridge the gap in uncertainty quantification between variational inference and MCMC; Using neural network to capture latent variable dependencies. ICML 2018

sta371g_f17

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

transformer-pytorch-fork-

PyTorch Implementation of "Attention Is All You Need"

USTC-CS-Courses-Resource

:heart:**科学技术大学计算机学院课程资源(https://mbinary.xyz/ustc-cs/)

ustcthesis

LaTeX template for USTC thesis v3.0

ylhe.github.io

The homepage of Yilin He