Pinned Repositories
graphstorm
Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.
CG-MuAlign
Collective Multi-type Entity Alignment Between Knowledge Graphs (WWW'20)
EGI
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization (NeurIPS 21')
Face_Alignment
Implementation about advanced Face alignment (Face landmark detection)
HEER
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks(KDD'18)
pose_machine
articulate keypoints detection and pose estimation
ReMine
Integrating Local Context and Global Cohesiveness for Open Information Extraction(WSDM'19)
ReQuest
Indirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)
Shift-Robust-GNNs
"Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data" (NeurIPS 21')
text_summarization
SUMDocS: Surrounding-aware Unsupervised Multi-Document Summarization (SDM 21')
GentleZhu's Repositories
GentleZhu/HEER
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks(KDD'18)
GentleZhu/Shift-Robust-GNNs
"Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data" (NeurIPS 21')
GentleZhu/ReMine
Integrating Local Context and Global Cohesiveness for Open Information Extraction(WSDM'19)
GentleZhu/Face_Alignment
Implementation about advanced Face alignment (Face landmark detection)
GentleZhu/CG-MuAlign
Collective Multi-type Entity Alignment Between Knowledge Graphs (WWW'20)
GentleZhu/EGI
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization (NeurIPS 21')
GentleZhu/text_summarization
SUMDocS: Surrounding-aware Unsupervised Multi-Document Summarization (SDM 21')
GentleZhu/pose_machine
articulate keypoints detection and pose estimation
GentleZhu/ReQuest
Indirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)
GentleZhu/Rspackage
GentleZhu/tacred-relation
Position-aware attention model for relation extraction
GentleZhu/AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
GentleZhu/ALRA
Active learning on relative attributes
GentleZhu/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
GentleZhu/ETypeClus
GentleZhu/gentlezhu.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
GentleZhu/GPRGNN
GentleZhu/graphstorm
Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.
GentleZhu/graphworld
Graphworld for distribution shifts
GentleZhu/H2GCN
Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)
GentleZhu/hgaprec
Algorithms for Bayesian Poisson factorization
GentleZhu/human_annotation_system
GentleZhu/HumanAugmentedLTR
GentleZhu/multi-mol-generalization
Official implementation of pre-training via denoising for TorchMD-NET
GentleZhu/mywar
a online tower defense web game
GentleZhu/NLP-Papers
Natural Language Processing Papers
GentleZhu/node2vec
Experimental network embedding use pytorch
GentleZhu/old_website
GentleZhu/poincare-embeddings
PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"
GentleZhu/spektral
Graph Neural Networks with Keras and Tensorflow 2.