Kekun HU's repositories
AES
A Heterogeneity-Aware Graph Partitioning Algorithm in Distributed Environment
attention-is-all-you-need-keras
A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need
BernNet
PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"
CapsNet-Visualization
🎆 A visualization of the CapsNet layers to better understand how it works
DAG-ERC
Pytorch code for ACL-IJCNLP accepted paper "Directed Acyclic Graph Network for Conversational Emotion Recognition"
decima-sim
Learning Scheduling Algorithms for Data Processing Clusters
DICE
The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)
Distilling-Knowledge-via-Intermediate-Classifiers
Distilling Knowledge via Intermediate Classifiers
distributed_train_pytorch
pytorch分布式训练，支持多机多卡，单机多卡。
drl-graph-partitioning
DRL models for graph partitioning and sparse matrix ordering.
GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks.
Graph-Domain-Adaptaion
PyTorch code for the paper "Curriculum Graph Co-Teaching for Multi-target Domain Adaptation" (CVPR2021)
HeCo
The source code of HeCo
IGMC
Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".
knowledge_distillation
PyTorch implementation of "Distilling the Knowledge in a Neural Network"
models
Models and examples built with TensorFlow
PnC
Official repository for the paper "Partition and Code: learning how to compress graphs" (NeurIPS'21) https://arxiv.org/abs/2107.01952
Recommender-System-Datasets
A list of compatible datasets, noting other major repositories containing popular real-world datasets, along with sample code for a range of recommendation tasks.
ReNode
Code for Neurips2021 Paper "Topology-Imbalance Learning for Semi-Supervised Node Classification".
res-capsnet
Official implementation of the paper "Training Deep Capsule Networks with ResidualConnections".
research-publications
A list of all publications related to the KaHyPar frameworks.
ResLPA
Label Propagation With Residual Learning
resrgat
ResRGAT
SAGPool
Official PyTorch Implementation of SAGPool - ICML 2019
TANS
This is an official PyTorch implementation of Task-Adaptive Neural Network Search with Meta-Contrastive Learning (NeurIPS 2021, Spotlight).
transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need
Variational-Capsule-Routing
Official Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf