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• NPG-Muse: Scaling Long Chain-of-Thought Reasoning with NP-Hard Graph Problems
  2025
• GraphRAG-R1: Graph Retrieval-Augmented Generation with Process-Constrained Reinforcement Learning
  2025
• Can LLMs Alleviate Catastrophic Forgetting in Graph Continual Learning? A Systematic Study
  2025
• Entity Linking Meets Deep Learning: Techniques and Solutions
  2021
• Community Question Answering Entity Linking via Leveraging Auxiliary Data
  2022
• Learning Entity Linking Features for Emerging Entities
  2022
• A Survey of Graph Meets Large Language Model: Progress and Future Directions
  2023
• ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs
  2024
• The impact of nodes of information dissemination on epidemic spreading in dynamic multiplex networks
  2024
• GraphArena: Evaluating and Exploring Large Language Models on Graph Computation
  2024
• GLBench: A Comprehensive Benchmark for Graph with Large Language Models
  2024
• Evolving Network Modeling Driven by the Degree Increase and Decrease Mechanism
  2024