All Stories

  1. STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation

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

    Huan Li, Jinpeng Chen

  2. Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation

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

    Jinpeng Chen

  3. Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation

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

    Jinpeng Chen, Huan Li

  4. IDBR: Interaction-Aware Dual-Granularity Learning for Bundle Recommendation

    Article • Big Data Mining and Analytics, June 2025, Tsinghua University Press

    Jinpeng Chen

  5. PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation

    Article • October 2024, ACM (Association for Computing Machinery)

    Jinpeng Chen

  6. Sequential Intention-aware Recommender based on User Interaction Graph

    Article • June 2022, ACM (Association for Computing Machinery)

    Jinpeng Chen