Modality-Aware Identity Construction and Counterfactual Structure Learning for ID-Free Multimodal Recommendation

Documenti analoghi

• From ID-based to ID-free: Rethinking ID Effectiveness in Multimodal Collaborative Filtering Recommendation
  di: Li, Guohao, et al.
  Pubblicazione: (2025)
• Beyond Static Collision Handling: Adaptive Semantic ID Learning for Multimodal Recommendation at Industrial Scale
  di: Pan, Yongsen, et al.
  Pubblicazione: (2026)
• CLEAR: Null-Space Projection for Cross-Modal De-Redundancy in Multimodal Recommendation
  di: Zhan, Hao, et al.
  Pubblicazione: (2026)
• Spectrum-based Modality Representation Fusion Graph Convolutional Network for Multimodal Recommendation
  di: Ong, Rongqing Kenneth, et al.
  Pubblicazione: (2024)
• Attribute-driven Disentangled Representation Learning for Multimodal Recommendation
  di: Li, Zhenyang, et al.
  Pubblicazione: (2023)