Xinyu Lin

Venues

Frequent coauthors

Papers

1. AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment
   SIGIR 2026 ·

   Jianfei Xiao

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2. Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking
   WWW 2026 · Xinyu Lin
3. LLM Personalization: Foundations, Breakthroughs, and Frontiers
   SIGIR 2026 ·

   Xiaoyan Zhao

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4. Navigating Through Paper Flood: Advancing LLM-Based Paper Evaluation Through Domain-Aware Retrieval and Latent Reasoning
   AAAI 2026 ·

   Wuqiang Zheng

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5. RecoWorld: Building Simulated Environments for Agentic Recommender Systems
   WWW 2026 ·

   Fei Liu

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6. Unifying Diversity and Fairness in Re-ranking via Economic Growth Theory
   WWW 2026 ·

   Zhaofeng Li

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7. Verifiable Reasoning for LLM-based Generative Recommendation
   SIGIR 2026 · Xinyu Lin
8. Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation
   SIGKDD 2025 ·

   Zheqi Lv

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9. EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens
   SIGKDD 2025 ·

   Chaoqun Yang

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10. Efficient Inference for Large Language Model-based Generative Recommendation
    ICLR 2025 · Xinyu Lin
11. Generative Recommendation: Towards Personalized Multimodal Content Generation
    WWW 2025 ·

    Wenjie Wang

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12. Heterogeneous User Modeling for LLM-based Recommendation
    RecSys 2025 ·

    Honghui Bao

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13. Incremental Learning for LLM-based Tokenization and Recommendation
    CIKM 2025 ·

    Haihan Shi

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14. Navigating Large Language Models for Recommendation: From Architecture to Learning Paradigms and Deployment
    SIGIR 2025 · Xinyu Lin
15. Order-agnostic Identifier for Large Language Model-based Generative Recommendation
    SIGIR 2025 · Xinyu Lin
16. R$2$ec: Towards Large Recommender Models with Reasoning
    NeurIPS 2025 ·

    Runyang You

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17. The 3rd Workshop on Personal Intelligence with Generative AI
    WWW 2025 ·

    Yang Zhang

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18. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
    SIGKDD 2024 · Xinyu Lin
19. Data-efficient Fine-tuning for LLM-based Recommendation
    SIGIR 2024 · Xinyu Lin
20. Large Language Models for Recommendation: Past, Present, and Future
    SIGIR 2024 ·

    Keqin Bao

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21. Learnable Item Tokenization for Generative Recommendation
    CIKM 2024 ·

    Wenjie Wang

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22. Temporally and Distributionally Robust Optimization for Cold-Start Recommendation
    AAAI 2024 · Xinyu Lin
23. The 2nd Workshop on Recommendation with Generative Models
    WWW 2024 ·

    Wenjie Wang

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