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1. THUDM/GraphMAE2 THUDM/GraphMAE2 Public

   GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner in WWW'23

   Python 187 17

2. THUDM/SCR THUDM/SCR Public

   SCR: Training Graph Neural Networks with Consistency Regularization

   Python 36 8

3. UniGraph UniGraph Public

   UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs (KDD'25)

   Python 28 4

4. UniGraph2 UniGraph2 Public

   UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs (WWW'25)

   Python 18 2

5. EvoTest EvoTest Public

   EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems (ICLR'26)

   Python 13

6. EvoClinician EvoClinician Public

   EvoClinician: A Self-Evolving Agent for Multi-Turn Medical Diagnosis via Test-Time Evolutionary Learning

   Python 12