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• GraphReAct: Reasoning and Acting for Multi-step Graph Inference
  2026
• CMKL: Modality-Aware Continual Learning for Evolving Biomedical Knowledge Graphs
  2026
• PrimeKG-CL: A Continual Graph Learning Benchmark on Evolving Biomedical Knowledge Graphs
  2026
• Bridging Sequence and Graph Structure for Epigenetic Age Prediction
  2026
• DRIFT: A Benchmark for Task-Free Continual Graph Learning with Continuous Distribution Shifts
  2026
• TERGAD: Structure-Aware Text-Enhanced Representations for Graph Anomaly Detection
  2026
• FairGC: Fairness-aware Graph Condensation
  2026
• Fairness in Graph Learning Augmented with Machine Learning: A Survey
  2025
• Learning Dynamic Embeddings from Temporal Interactions
  2018
• Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks
  2019
• Similarity Modeling on Heterogeneous Networks via Automatic Path Discovery
  2019
• Hierarchical Prototype Networks for Continual Graph Representation Learning
  2021
• GreaseLM: Graph REASoning Enhanced Language Models for Question Answering
  2022
• Deep Bidirectional Language-Knowledge Graph Pretraining
  2022
• Topology-aware Embedding Memory for Continual Learning on Expanding Networks
  2024