Guibing Guo

Venues

Frequent coauthors

Papers

1. Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation
   SIGIR 2026 ·

   Zhifu Wei

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2. Interest-Shift-Aware Logical Reasoning for Efficient Long-Sequence Recommendation
   AAAI 2026 ·

   Fei Li

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3. LLM-Driven Multi-Perspective Location Completion for Next Location Prediction
   ACL 2026 ·

   Pengxiang Lan

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4. Lifelong Sequential Recommendation with Adaptive Subsequence Compression and Contextual Fusion
   WWW 2026 ·

   Fei Li

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5. MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation
   AAAI 2026 ·

   Run Ling

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6. Multi-Perspective Driven Expected Location Preferences for Next POI Recommendations
   SIGIR 2026 ·

   Pengxiang Lan

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7. Pay Attention to Sequence Split: Uncovering the Impacts of Sub-Sequence Splitting on Sequential Recommendation Models
   SIGIR 2026 ·

   Yizhou Dang

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8. RAGAR: Retrieval Augmented Personalized Image Generation Guided by Recommendation
   AAAI 2026 ·

   Run Ling

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9. Tail-Aware Data Augmentation for Long-Tail Sequential Recommendation
   WWW 2026 ·

   Yizhou Dang

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10. Augmenting Sequential Recommendation with Balanced Relevance and Diversity
    AAAI 2025 ·

    Yizhou Dang

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11. CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation
    AAAI 2025 ·

    Yuting Liu

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12. Continual Model Merging without Data: Dual Projections for Balancing Stability and Plasticity
    NeurIPS 2025 ·

    Enneng Yang

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13. Data Augmentation as Free Lunch: Exploring the Test-Time Augmentation for Sequential Recommendation
    SIGIR 2025 ·

    Yizhou Dang

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14. Denoising Multi-Interest-Aware Logical Reasoning for Long-Sequence Recommendation
    SIGIR 2025 ·

    Fei Li

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15. Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model
    WWW 2025 ·

    Chu Zhao

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16. EPT: Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion
    AAAI 2025 ·

    Pengxiang Lan

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17. Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product
    NAACL 2025 ·

    Pengxiang Lan

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18. Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation
    WWW 2025 ·

    Chu Zhao

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19. Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models
    ACL 2025 ·

    Haoyu Xu

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20. Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation
    AAAI 2025 ·

    Shuwei Gong

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21. AdaMerging: Adaptive Model Merging for Multi-Task Learning
    ICLR 2024 ·

    Enneng Yang

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22. Repeated Padding for Sequential Recommendation
    RecSys 2024 ·

    Yizhou Dang

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23. Representation Surgery for Multi-Task Model Merging
    ICML 2024 ·

    Enneng Yang

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24. Stealthy Attack on Large Language Model based Recommendation
    ACL 2024 ·

    Jinghao Zhang

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