All Stories

  1. Think2Go: Generative Next POI Recommendation with LLM Reasoning

    Article • April 2026, ACM (Association for Computing Machinery)

    Yanming Shen

  2. Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning

    Article • ACM Transactions on Information Systems, February 2026, ACM (Association for Computing Machinery)

    Yanming Shen, Bowen Li

  3. MGSTDN: Multi-Granularity Spatial-Temporal Diffusion Network for Next POI Recommendation

    Article • November 2025, ACM (Association for Computing Machinery)

    Yanming Shen

  4. Long-sequence model for traffic forecasting in suboptimal situation

    Article • October 2023, ACM (Association for Computing Machinery)

    Yanming Shen

  5. Soft-mask: Adaptive Substructure Extractions for Graph Neural Networks

    Article • April 2021, ACM (Association for Computing Machinery)

    Yanming Shen