 Label-free Node Classification on Graphs with Large Language Models
(LLMS)International Conference on Learning Representations (ICLR), 2023 |
 A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and
Future DirectionsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 |
 KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot
Node ClassificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
 Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph
PropagationKnowledge Discovery and Data Mining (KDD), 2023 |
 Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation
from GNNs to MLPsInternational Conference on Computational Linguistics (COLING), 2023 |
 TopoImb: Toward Topology-level Imbalance in Learning from GraphsLOG IN (LOG IN), 2022 |
 Geometer: Graph Few-Shot Class-Incremental Learning via Prototype
RepresentationKnowledge Discovery and Data Mining (KDD), 2022 |
