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• Research Commentary on Recommendations with Side Information: A Survey and Research Directions
  2019 · 188 citations
• Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation
  2025 · 3 citations
• Context-Adaptive Graph Neural Networks for Next POI Recommendation
  2025 · 2 citations
• MRP-LLM: Multitask Reflective Large Language Models for Privacy-Preserving Next POI Recommendation
  2024 · 2 citations
• Agent4POI: Agentic Context-Conditioned Affordance Reasoning for Multimodal Point-of-Interest Recommendation
  2026
• Meta-Modal Agent: Sequential Evidence Routing for Missing-Modality Candidate Reranking
  2026
• Pay Attention to Sequence Split: Uncovering the Impacts of Sub-Sequence Splitting on Sequential Recommendation Models
  2026
• Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process
  2025
• LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture
  2025
• LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture
  2025