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Graph Constrastive Methods - Coggle Diagram
Graph Constrastive Methods
Data augmentation
Contrastive objectives
Pretext tasks
Contrasting with the same-scale
Global-Global Contrasting
GraphCL (NIPS 2020) :fire:
IGSD (WWW 2021 workshop)
DACL (Arxiv 2020)
LCC (Arxiv 2021)
CSSL (Arxiv 2020)
Context-Context Contrasting
GCC (KDD 2020) :fire:
Local-Local Contrasting
GRACE (Arxiv 2020) :fire:
GCA (Arxiv 2020)
GROC (Arxiv 2021)
STDGI (Arxiv 2019)
GMI (WWW 2020) :fire:
KS2L (Arxiv 2020)
CG3 (Arxiv 2020)
BGRL (ICLR 2021 workshop)
SelfGNN (Arxiv 2021)
PT-DGNN (Arxiv 2021)
CODA (Arxiv 2020)
Contrast-Reg (Arxiv 2021)
C-SWM (Arxiv 2019)
G-BT (Arxiv 2021)
RoSa (Under review)
Contrasting with the cross-scale
Local-Global Contrasting
DGI (ICLR 2019) :fire:
HDMI (Arxiv 2021)
DMGI (AAAI 2020)
MVGRL (ICML 2020) :fire:
HIGI (Arxiv 2019)
Local-Context Contrasting
Subg-Con (ICDM 2021) :star:
Context Prediction (ICLR 2020) :fire:
GIC (Arxiv 2020)
GraphLog (Arxiv 2021)
MHCN (Arxiv 2021)
EGI (Arxiv 2020)
Context-Global Contrasting
MICRO-Graph (Arxiv 2020)
InfoGraph (ICLR 2020) :fire:
SUGAR (Arxiv 2021)
BiGl(WSDM 2021)
HTC (Arxiv 2021)
DITNet(Arxiv 2021)
Analysis
ESoGCL (Arxiv 2021)
NSfGCL(Signal Processing 2022)
EMiGCL (Arxiv 2021)