Awesome-Literature-ILoGs
Awesome literature on imbalanced learning on graphs
https://github.com/Xtra-Computing/Awesome-Literature-ILoGs
Last synced: 4 days ago
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1. Class Imbalance
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1.1 Node-Level Class Imbalance
- PDF - Learn](https://github.com/compnet/pang)|
- PDF - GAD)|
- PDF - WANG/ACT)|
- Code
- PDF - Fei-Ren/HGIF)|
- PDF - won-kim/TEG)|
- PDF - Q-316/ImGAGN) |
- PDF - Song/TAM) |
- PDF - official)](https://github.com/safe-graph/UGFraud/blob/master/UGFraud/Detector/GANG.py) |
- PDF - Park/GraphENS) |
- PDF - SDM17) |
- PDF - team/pygod) |
- PDF - liu/HoloScope) |
- PDF - liu/HoloScope) |
- PDF - official)](https://github.com/Kaslanarian/SAGOD) |
- PDF - AD/MIDAS) |
- PDF - tong/Graph-Anomaly-Loss) |
- PDF - GNN) |
- PDF - graph/DGFraud) |
- PDF - pytorch) |
- PDF - Lab/ANEMONE) |
- PDF - SkewA) |
- PDF - tong/Graph-Anomaly-Loss) |
- PDF - ailin/GDN) |
- PDF - GNN) |
- PDF - lab/cola) |
- PDF - nd/eland) |
- PDF - FDetector) |
- PDF - anomaly-detection) |
- PDF - wyc/gaga) |
- PDF - github) |
- PDF - GNN) |
- PDF - Few-shot) |
- PDF - harvard/G-Meta) |
- PDF - ml/MetaTNE) |
- PDF - GFSL) |
- PDF - SW/TENT) |
- PDF - Tan-dmml/TLP-FSNC) |
- PDF - Tan-dmml/GFCIL) |
- PDF - SW/X-FNC) |
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1.2 Edge-Level Class Imbalance
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1.3 Graph-Level Class Imbalance
- PDF - graph-anomaly-detection) |
- PDF - graph-anomaly-detection) |
- PDF - gat) |
- PDF - IIITD/GraphAnoGAN-ECMLPKDD21/tree/main) |
- PDF - AnomalyDetection) |
- PDF - lab/antibenford-subgraphs) |
- PDF - AI/AS-MAML) |
- PDF - NeurIPS21) |
- PDF - MGNN) |
- PDF - SW/FAITH) |
- PDF - few-shot-graph) |
- PDF - Chen/ADKF-IFT) |
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2. Structure Imbalance
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2.2 Edge-Level Structure Imbalance
- PDF - Snowball) |
- PDF - SW/REFORM) |
- PDF - INT) |
- PDF - FewShotKGC) |
- PDF - FSRC) |
- PDF - CIAN) |
- PDF - FKGC) |
- PDF - shot-knowledge-graph-relational-learning) |
- PDF - KEG/MetaKGR) |
- PDF - KG/ADK-KG) |
- PDF - shot-Relational-Learning) |
- PDF - Proto) |
- PDF - shot-KGC) |
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2.3 Graph-Level Structure Imbalance
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2.1 Node-Level Structure Imbalance
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3. Other Related Literature
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3.1 Fairness Learning on Graphs
- PDF - Fairness-Constraints) |
- PDF - Rahmattalabi/FairGraphCovering) |
- PDF - ugent/DeBayes) |
- PDF - machine-learning/FairAdj) |
- PDF - Generalization-Fairness) |
- PDF - Abouzeid/MMSS) |
- PDF - Learn](https://github.com/ahmadkhajehnejad/CrossWalk) |
- PDF - Unbiased-Graph-Embedding) |
- PDF - gnn-fairness) |
- Zemin Liu
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