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UniIGL: Unified Imbalanced Graph Learning with Topology-aware Pretraining and Dual Prompt Fine-tuning

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UniIGL

UniIGL: Unified Imbalanced Graph Learning with Topology-aware Pretraining and Dual Prompt Fine-tuning

Running the Code

The code supports three types of imbalance scenarios:

1. Both Class and Topology Imbalance

python main.py --config "config/Cora_both.yml"

2. Class Imbalance Only

python main.py --config "config/Cora_classnum.yml"

3. Topology Imbalance Only

python main.py --config "config/Cora_topology.yml"

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UniIGL: Unified Imbalanced Graph Learning with Topology-aware Pretraining and Dual Prompt Fine-tuning

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