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@DreamX-Rec

DreamX-Rec

Advancing the future of Generative Search and Recommendation.
README.md

Publications

  • DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking
    WWW 2025

  • MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios
    KDD 2026 Oral

  • Towards Full Candidate Interaction: A Comprehensive Comparison Network for Better Route Recommendation
    RecSys 2026 Oral

  • IntSR: An Integrated Generative Framework for Search and Recommendation
    CIKM 2026 Full Presentation

  • GenMRP: A Generative Multi-Route Planning Framework for Efficient and Personalized Real-Time Industrial Navigation
    CIKM 2026 Full Presentation

Preprints

  • SCASRec: A Self-Correcting and Auto-Stopping Model for Generative Route List Recommendation
    arXiv

  • IntRR: A Framework for Integrating SID Redistribution and Length Reduction
    arXiv

  • TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation
    arXiv

  • IntTravel: A Real-World Dataset and Generative Framework for Integrated Multi-Task Travel Recommendation
    arXiv

  • IntHQ: Task-Interactive Hierarchical Query on Dual-Stream Representations for Generative Recommendation
    arXiv

Repositories

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  1. IntTravel IntTravel Public

    IntTravel: A Real-World Dataset and Generative Framework for Integrated Multi-Task Travel Recommendation

    Python 59 1

  2. IntRR IntRR Public

    IntRR:A Framework for Integrating SID Redistribution and Length Reduction

    Python 39

  3. DSFNet DSFNet Public

    [www2025]DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking. This paper’s open dataset and implementation.

    Python 31

  4. .github .github Public

Repositories

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