Yupeng Hou

Venues

Frequent coauthors

Papers

1. Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders
   ACL 2026 · Yupeng Hou
2. Deriving Character Logic from Storyline as Codified Decision Trees
   ACL 2026 ·

   Letian Peng

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3. Inductive Generative Recommendation via Retrieval-based Speculation
   AAAI 2026 ·

   Yijie Ding

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4. ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation
   ICML 2025 · Yupeng Hou
5. Generating Long Semantic IDs in Parallel for Recommendation
   SIGKDD 2025 · Yupeng Hou
6. Generative Recommendation Models: Progress and Directions
   WWW 2025 · Yupeng Hou
7. Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning
   ACL 2025 ·

   Ming Li

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8. Towards Large Generative Recommendation: A Tokenization Perspective
   CIKM 2025 · Yupeng Hou
9. Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts
   NAACL 2025 ·

   Tingchen Fu

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10. Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation
    ICDE 2024 ·

    Bowen Zheng

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11. AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
    WWW 2024 ·

    Junjie Zhang

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12. CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation
    SIGKDD 2024 ·

    Junda Wu

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13. InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
    ACL 2024 ·

    Jianing Wang

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14. Multi-Behavior Generative Recommendation
    CIKM 2024 ·

    Zihan Liu

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15. Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method
    SIGKDD 2024 ·

    Chen Yang

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16. Scaling Law of Large Sequential Recommendation Models
    RecSys 2024 ·

    Gaowei Zhang

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