april211

april211's Stars

• run-llama/llama_index

  LlamaIndex is a data framework for your LLM applications

  Language:Python36.8k2425.5k5.3k

• Guang000/Awesome-Dataset-Distillation

  A curated list of awesome papers on dataset distillation and related applications.

  Language:HTML1.4k3013133

• BobMcDear/attorch

  A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

  Language:Python48310522

• DmitryRyumin/AAAI-2024-Papers

  AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligence conferences. Seamlessly integrate code implementations for better understanding. ⭐ experience the forefront of progress in artificial intelligence with this repository!

  Language:Python4377020

• bingzhewei/geom-gcn

  Language:Python2909069

• THUMNLab/awesome-large-graph-model

  Papers about large graph models.

  26415219

• LirongWu/KDGA

  Code for NeurIPS 2022 paper "Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks"

  Language:Python2031039

• FutureXiang/ddae

  [ICCV 2023 Oral] Official Implementation of "Denoising Diffusion Autoencoders are Unified Self-supervised Learners"

  Language:Python143577

• CUAI/Non-Homophily-Large-Scale

  [NeurIPS 2021] Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods

  Language:Python11851416

• BUPT-GAMMA/Graph-Structure-Estimation-Neural-Networks

  Source code for WWW 2021 paper "Graph Structure Estimation Neural Networks"

  Language:Python583313

• yuwvandy/CAGCN

  This repository includes the implementation of CAGCN and the experiments on link prediction/node classification

  Language:Python504010

• yuwvandy/G2GNN

  Language:Python453210

• junxia97/ProGCL

  [ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"

  Language:Python41114

• vivekmyers/contrastive_planning

  Code for the paper "Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference"

  Language:Python37215

• susheels/gnns-and-local-assortativity

  This repo contains a reference implementation for the paper "Breaking the Limit of Graph Neural Networks by Improving the Assortativity of Graphs with Local Mixing Patterns"

  Language:Python31403

• sunilkmaurya/FSGNN

  Language:Python302109

• statsle/DDM

  Directional diffusion models

  Language:Python29023

• Wu-Junran/SEP

  code implementation of SEP(ICML 2022)

  Language:Python29155

• liun-online/CoGSL

  Official Code: TheWebConf 2022 Compact Graph Structure Learning via Mutual Information Compression

  Language:Python24332

• Newiz430/Pretext

  Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"

  20105

• JC-202/CAGNN

  Language:Python15301

• RingBDStack/PASTEL

  Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"

  Language:Python15414

• yeonjun-in/torch-SG-GSR

  The official source code for Self-Guided Robust Graph Structure Refinement (SG-GSR) at WWW 2024 Research Track.

  Language:Python15100

• LirongWu/RFA-GNN

  Code for TNNLS paper "Beyond Homophily and Homogeneity Assumption: Relation-based Frequency Adaptive Graph Neural Networks"

  Language:Python13223

• LirongWu/L2A

  Code for ECML-PKDD 2023 paper "Learning to Augment Graph Structure for both Homophily and Heterophily Graphs"

  Language:Python9211

• LiuChuang0059/StructMAE

  Code for IJCAI'24 paper: Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders

  Language:Python9200

• uestclbh/PC-Conv

  Language:Python9110

• MingzeDong/ESNR

  Language:Python8100

• yuwvandy/Topo_LP_GNN

  Language:Python8121

• MingzeDong/GPS

  Language:Python5100