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ResearchFormerly WizWand

Dynamic Link Prediction on MOOC Continuous-time Inductive (AUC-ROC)

98.71AUC-ROCCTDG-SSM
56.43467.409578.38589.3605Jun 3, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CTDG-SSMNegative Sampling Scheme=INS2026.0698.71
CTDG-SSMNegative Sampling Scheme=RNS2026.0698.67
DyGmambaNegative Sampling Scheme=RNS2026.0688.64
TGNNegative Sampling Scheme=RNS2026.0688.01
DyGFormerNegative Sampling Scheme=RNS2026.0687.05
TGATNegative Sampling Scheme=RNS2026.0685.28
TCLNegative Sampling Scheme=RNS2026.0682.28
GraphMixerNegative Sampling Scheme=RNS2026.0681.38
CAWNNegative Sampling Scheme=RNS2026.0681.32
DyGmambaNegative Sampling Scheme=INS2026.0681.12
JODIENegative Sampling Scheme=RNS2026.0680.57
DyRepNegative Sampling Scheme=RNS2026.0680.5
DyGFormerNegative Sampling Scheme=INS2026.0680.42
TGNNegative Sampling Scheme=INS2026.0676.36
TGATNegative Sampling Scheme=INS2026.0674.94
GraphMixerNegative Sampling Scheme=INS2026.0672.15
TCLNegative Sampling Scheme=INS2026.0671.3
CAWNNegative Sampling Scheme=INS2026.0671.18
JODIENegative Sampling Scheme=INS2026.0665.37
CTANNegative Sampling Scheme=RNS2026.0664.99
DyRepNegative Sampling Scheme=INS2026.0662.97
CTANNegative Sampling Scheme=INS2026.0658.06