jiaqingxie

Theories-of-Graph-Neural-Networks

A List of Papers on Theoretical Foundations of Graph Neural Networks

GuaranteeML

ETH Guarantees for Machine Learning

Probabilistic-Artificial-Intelligence-ETHZ

PAI Projects @ ETHZ

infosec-lab

ETH Zurich Information Security Lab HS2022

GNF-PyTorch

Pytorch-Implementation of Graph Normalizing Flows

inverse_design

Statistical-Learning-Theory-ETHZ

Statistical Learning Theory @ ETH Zurich

awesome-protein-representation-learning

Awesome Protein Representation Learning

GSL-LH

Code for the paper: Graph Structure Learning via Lottery Hypothesis at Scale

LM-MPNN

An Integration Study of Language Models and Message Passing Networks on Quantum Chemistry

ADLG

ETHZ Applications of Deep Learning on Graphs

awesome-graph-reduction

[IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.

awesome-graph-transformer

Papers about graph transformers.

CoRe-GD

Implementation for the paper "CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNs"

DeepPurpose

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

DPVO

Deep Patch Visual Odometry

ETH-Principles-of-Microeconomics

ETH Zurich 363-0503-00L Principles of Microeconomics

GCond

[ICLR'22] [KDD'22] [IJCAI'24] Implementation of "Graph Condensation for Graph Neural Networks"

GFlowNet-GCL

Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.

GNF-pytorch-1

Unofficial Implentation of Graph Normalizing Flows in Pytorch

GraphGPS

Recipe for a General, Powerful, Scalable Graph Transformer

jiaqingxie.github.io

Normalized-Information-Payload

codes for paper: What Dense Graph do You Need for Self-attention?

pytorch-NetVlad

Pytorch implementation of NetVlad including training on Pittsburgh.

reinforced-genetic-algorithm

Structure-based Drug Design; Reinforcement Learning and Genetic Algorithm

SFM-Opt

Implementation and Optimization for Social Force Model for Pedestrian Dynamics

TikZ

Complete collection of my PGF/TikZ figures.

torchdrug

A powerful and flexible machine learning platform for drug discovery

virtuosoNet

Yale-DLG

Prelease demo on Yale course CPSC 483: Deep Learning on Graph-Structured Data